{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T01:43:09Z","timestamp":1787017389459,"version":"build-2736575974"},"reference-count":369,"publisher":"Association for Computing Machinery (ACM)","issue":"6","license":[{"start":{"date-parts":[[2024,11,13]],"date-time":"2024-11-13T00:00:00Z","timestamp":1731456000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Intell. Syst. Technol."],"published-print":{"date-parts":[[2024,12,31]]},"abstract":"<jats:p>In this article, we present an extensive survey of music information retrieval (MIR) research into music playlists. Our survey spans more than 20 years, and includes around 300 papers about playlists, with over 70 supporting sources. It is the first survey that is self-contained in the sense that it combines all the different MIR research into playlists. It embraces topics such as algorithms for automatic generation, for automatic continuation, for assisting with manual generation, for tagging and for captioning. It looks at manually constructed playlists, both those that are constructed for and by individuals and those constructed in collaboration with others. It covers ground-breaking research into enhancing playlists by cross-fading consecutive songs and by interleaving consecutive songs with speech, similar to what happens on a radio show. Most significantly, it is the first survey that can fully incorporate the paradigm shift that has taken place in the way people consume recorded music: the shift from physical media to music streaming. This has wrought profound changes in the size of music collections available to listeners and thus the algorithms that support the construction, curation and presentation of playlists and the methods adopted by users when they also construct, curate and listen to playlists.<\/jats:p>","DOI":"10.1145\/3688398","type":"journal-article","created":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T10:16:55Z","timestamp":1723457815000},"page":"1-68","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Surveying More Than Two Decades of Music Information Retrieval Research on Playlists"],"prefix":"10.1145","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7914-9999","authenticated-orcid":false,"given":"Giovanni","family":"Gabbolini","sequence":"first","affiliation":[{"name":"Insight Centre for Data Analytics, School of Computer Science and IT, University College Cork, Cork, Ireland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8720-3876","authenticated-orcid":false,"given":"Derek","family":"Bridge","sequence":"additional","affiliation":[{"name":"Insight Centre for Data Analytics, School of Computer Science and IT, University College Cork, Cork, Ireland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,11,13]]},"reference":[{"key":"e_1_3_2_2_2","first-page":"55","volume-title":"Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems","author":"Abderrazik Hiba","year":"2019","unstructured":"Hiba Abderrazik, Giovan Angela, Hans Brouwer, Henky Janse, Sterre Lutz, Gwennan Smitskamp, Sandy Manolios, and Cynthia C. S. Liem. 2019. Spotivibes: Tagging playlist vibes with colors. In Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 55\u201359."},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_6"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187838"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","unstructured":"Daniel Akimchuk Timothy Clerico and Douglas Turnbull. 2019. Evaluating recommender system algorithms for generating local music playlists. arXiv:1907.08687. Retrieved from 10.48550\/arxiv:1907.08687","DOI":"10.48550\/arxiv:1907.08687"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/354384.375451"},{"key":"e_1_3_2_7_2","volume-title":"Proceedings of the IEEE International Conference on Multimedia and Expo","author":"Alghoniemy Masoud","year":"2001","unstructured":"Masoud Alghoniemy and Ahmed H. Tewfik. 2001. A network flow model for playlist generation. In Proceedings of the IEEE International Conference on Multimedia and Expo."},{"key":"e_1_3_2_8_2","volume-title":"The effects of music recommendation engines on the filter bubble phenomenon","author":"Allen David Paul","year":"2017","unstructured":"David Paul Allen, Henry Jacob Wheeler-Mackta, and Jeremy R. Campo. 2017. The effects of music recommendation engines on the filter bubble phenomenon. Worcester Polytechnic Institute, Worcester, MA."},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3361742"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/AXMEDIS.2005.19"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-006-0003-9"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267475"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12110-z"},{"key":"e_1_3_2_15_2","first-page":"1","volume-title":"Proceedings of the IEEE Benelux Workshop on Model Based Processing and Coding of Audio","author":"Aucouturier Jean-Julien","year":"2002","unstructured":"Jean-Julien Aucouturier and Francois Pachet. 2002. Finding songs that sound the same. In Proceedings of the IEEE Benelux Workshop on Model Based Processing and Coding of Audio, 1\u20138."},{"key":"e_1_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2002.1035729"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47952-X_61"},{"key":"e_1_3_2_18_2","first-page":"173","volume-title":"Consuming Music Together","author":"Axelsson Fredrik","year":"2002","unstructured":"Fredrik Axelsson and Mattias \u00d6stergren. 2002. SoundPryer: Joint music listening on the road. In Consuming Music Together, K. O\u2019Hara, and B. Brown, (Eds.), 173\u2013190."},{"key":"e_1_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/11805816_22"},{"key":"e_1_3_2_20_2","first-page":"228","volume-title":"Proceedings of the International Conference on Computer Music","author":"Baccigalupo Claudio","year":"2007","unstructured":"Claudio Baccigalupo and Enric Plaza. 2007. Sharing and combining listening experience: A social approach to web radio. In Proceedings of the International Conference on Computer Music, 228\u2013231."},{"key":"e_1_3_2_21_2","volume-title":"Proceedings of the International Conference on Learning Representations","author":"Bahdanau Dzmitry","year":"2015","unstructured":"Dzmitry Bahdanau, Kyung Hyun Cho, and Yoshua Bengio. 2015. Neural machine translation by jointly learning to align and translate. In Proceedings of the International Conference on Learning Representations."},{"key":"e_1_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.02.001"},{"key":"e_1_3_2_23_2","first-page":"357","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"9","author":"Barrington Luke","year":"2009","unstructured":"Luke Barrington, Reid Oda, and Gert R. G. Lanckriet. 2009. Smarter than genius? Human evaluation of music recommender systems. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 9, 357\u2013362."},{"key":"e_1_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1007\/1-4020-4097-0_8"},{"key":"e_1_3_2_25_2","volume-title":"Proceedings of the International Computer Music Conference","author":"Basu Sumit","year":"2004","unstructured":"Sumit Basu. 2004. Mixing with Mozart. In Proceedings of the International Computer Music Conference."},{"key":"e_1_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/3334480.3382942"},{"key":"e_1_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/2046396.2046435"},{"key":"e_1_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3148330.3148331"},{"key":"e_1_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1719984"},{"key":"e_1_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/1943403.1943448"},{"key":"e_1_3_2_31_2","first-page":"303","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Behrooz Morteza","year":"2019","unstructured":"Morteza Behrooz, Sarah Mennicken, Jennifer Thom, Rohit Kumar, and Henriette Cramer. 2019. Augmenting music listening experiences on voice assistants. In Proceedings of the International Society for Music Information Retrieval Conference, 303\u2013310."},{"key":"e_1_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-017-9312-z"},{"key":"e_1_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018718"},{"key":"e_1_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608869"},{"key":"e_1_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591628"},{"key":"e_1_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125569"},{"key":"e_1_3_2_37_2","first-page":"442","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Bittner Rachel M.","year":"2017","unstructured":"Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, and Nicola Montecchio. 2017. Automatic playlist sequencing and transitions. In Proceedings of the International Society for Music Information Retrieval Conference, 442\u2013448."},{"key":"e_1_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_39_2","first-page":"263","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Bonnin Geoffray","year":"2013","unstructured":"Geoffray Bonnin and Dietmar Jannach. 2013. Evaluating the quality of playlists based on hand-crafted samples. In Proceedings of the International Society for Music Information Retrieval Conference, 263\u2013268."},{"key":"e_1_3_2_40_2","doi-asserted-by":"publisher","DOI":"10.1145\/2652481"},{"key":"e_1_3_2_41_2","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3547378"},{"key":"e_1_3_2_42_2","first-page":"351","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"9","author":"Bosteels Klaas","year":"2009","unstructured":"Klaas Bosteels, Elias Pampalk, and Etienne E. Kerre. 2009. Evaluating and analysing dynamic playlist generation heuristics using radio logs and fuzzy set theory. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 9, 351\u2013356."},{"key":"e_1_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.5555\/3495724.3495883"},{"key":"e_1_3_2_44_2","doi-asserted-by":"publisher","DOI":"10.1109\/NCCCS.2012.6412986"},{"key":"e_1_3_2_45_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021240730564"},{"key":"e_1_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22723-8_6"},{"key":"e_1_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.1145\/1291233.1291466"},{"key":"e_1_3_2_48_2","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2011.40"},{"key":"e_1_3_2_49_2","volume-title":"Proceedings of the Simp\u00f3sio de Inform\u00e1tica","author":"Cardoso Lu\u00eds","year":"2011","unstructured":"Lu\u00eds Cardoso, Renato Panda, and Rui Pedro Paiva. 2011. MOODetector: A prototype software tool for mood-based playlist generation. In Proceedings of the Simp\u00f3sio de Inform\u00e1tica."},{"key":"e_1_3_2_50_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46218-9_5"},{"issue":"6","key":"e_1_3_2_51_2","first-page":"57","article-title":"The music genome project","volume":"88","author":"Castelluccio Michael","year":"2006","unstructured":"Michael Castelluccio. 2006. The music genome project. Strategic Finance 88, 6 (2006), 57\u201359.","journal-title":"Strategic Finance"},{"key":"e_1_3_2_52_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13287-2"},{"key":"e_1_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591881"},{"key":"e_1_3_2_54_2","doi-asserted-by":"publisher","DOI":"10.1177\/2050157919856647"},{"key":"e_1_3_2_55_2","doi-asserted-by":"publisher","DOI":"10.1145\/1099203.1099224"},{"key":"e_1_3_2_56_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Chaudhary Amar","year":"2002","unstructured":"Amar Chaudhary. 2002. An extensible representation for playlists. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04409-0_34"},{"key":"e_1_3_2_58_2","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959169"},{"key":"e_1_3_2_59_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2009.54"},{"key":"e_1_3_2_60_2","doi-asserted-by":"publisher","unstructured":"Dawei Chen Cheng Soon Ong and Aditya Krishna Menon. 2019. Cold-start playlist recommendation with multitask learning. arXiv:1901.06125. Retrieved from 10.48550\/arxiv:1901.06125","DOI":"10.48550\/arxiv:1901.06125"},{"issue":"39","key":"e_1_3_2_61_2","first-page":"1","article-title":"Bias and debias in recommender system: A survey and future directions","volume":"67","author":"Chen Jiawei","year":"2022","unstructured":"Jiawei Chen, Hande Dong, Xiang Wang, Fuli Feng, Meng Wang, and Xiangnan He\u2020. 2022. Bias and debias in recommender system: A survey and future directions. ACM Transactions on Information Systems, 67, 39 (2022), 1\u201367.","journal-title":"ACM Transactions on Information Systems"},{"key":"e_1_3_2_62_2","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339643"},{"key":"e_1_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1145\/1502650.1502713"},{"key":"e_1_3_2_65_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859699"},{"key":"e_1_3_2_66_2","doi-asserted-by":"publisher","DOI":"10.1145\/2578726.2578751"},{"key":"e_1_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1109\/TAAI.2010.21"},{"key":"e_1_3_2_68_2","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2011.6093850"},{"key":"e_1_3_2_69_2","first-page":"23","volume-title":"Proceedings of the Workshop on NLP for Music and Audio (NLP4MusA)","author":"Choi Jeong","year":"2020","unstructured":"Jeong Choi, Anis Khlif, and Elena Epure. 2020. Prediction of user listening contexts for music playlists. In Proceedings of the Workshop on NLP for Music and Audio (NLP4MusA), 23\u201327."},{"key":"e_1_3_2_70_2","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1608.04868"},{"key":"e_1_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:1511.07004"},{"key":"e_1_3_2_72_2","volume-title":"Proceedings of the Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems","author":"Choi Keunwoo","year":"2016","unstructured":"Keunwoo Choi, George Fazekas, and Mark Sandler. 2016. Towards playlist generation algorithms using RNNs trained on within-track transitions. In Proceedings of the Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems."},{"key":"e_1_3_2_73_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952585"},{"key":"e_1_3_2_74_2","first-page":"478","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Chung Chia-Hao","year":"2017","unstructured":"Chia-Hao Chung, Yian Chen, and Homer H. Chen. 2017. Exploiting playlists for representation of songs and words for text-based music retrieval. In Proceedings of the International Society for Music Information Retrieval Conference, 478\u2013485."},{"key":"e_1_3_2_75_2","volume-title":"Hang the DJ: Automatic sequencing and seamless mixing of dance-music tracks","author":"Cliff Dave","year":"2000","unstructured":"Dave Cliff. 2000. Hang the DJ: Automatic sequencing and seamless mixing of dance-music tracks. Technical Report. HP Laboratories Technical Report."},{"key":"e_1_3_2_76_2","doi-asserted-by":"publisher","DOI":"10.5555\/2491748.2491764"},{"key":"e_1_3_2_77_2","first-page":"1","volume-title":"Proceedings of the International Conference on Systems, Signals and Image Processing","author":"Costa Yandre M. G.","year":"2011","unstructured":"Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koericb, and Fabien Gouyon. 2011. Music genre recognition using spectrograms. In Proceedings of the International Conference on Systems, Signals and Image Processing, 1\u20134."},{"key":"e_1_3_2_78_2","doi-asserted-by":"publisher","DOI":"10.1145\/1283880.1283885"},{"key":"e_1_3_2_79_2","doi-asserted-by":"publisher","DOI":"10.1145\/502716.502748"},{"key":"e_1_3_2_80_2","volume-title":"Proceedings of the International Audio Mostly Conference","author":"Cunningham Stuart","year":"2008","unstructured":"Stuart Cunningham, Stephen Caulder, and Vic Grout. 2008. Saturday night or fever? Context-aware music playlists. In Proceedings of the International Audio Mostly Conference."},{"key":"e_1_3_2_81_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70232-2_25"},{"key":"e_1_3_2_82_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Cunningham Sally Jo","year":"2006","unstructured":"Sally Jo Cunningham, David Bainbridge, and Annette Falconer. 2006. \u2019More of an art than a science\u2019: Supporting the creation of playlists and mixes. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_83_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Cunningham Sally Jo","year":"2004","unstructured":"Sally Jo Cunningham, Matt Jones, and Steve Jones. 2004. Organizing digital music for use: An examination of personal music collections. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_84_2","first-page":"747","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Cunningham Sally Jo","year":"2009","unstructured":"Sally Jo Cunningham and David M. Nichols. 2009. Exploring social music behaviour: An investigation of music selection at parties. In Proceedings of the International Society for Music Information Retrieval Conference, 747\u2013752."},{"key":"e_1_3_2_85_2","first-page":"457","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Cunningham Sally Jo","year":"2014","unstructured":"Sally Jo Cunningham, David M. Nichols, David Bainbridge, and Hasan Ali. 2014. Social music in cars. In Proceedings of the International Society for Music Information Retrieval Conference, 457\u2013462."},{"key":"e_1_3_2_86_2","first-page":"12","article-title":"Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales","volume":"77","author":"Boom Cedric De","year":"2018","unstructured":"Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, and Bart Dhoedt. 2018. Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales. Multimedia Tools and Applications 77, 12 (2018), 15385\u201315407.","journal-title":"Multimedia Tools and Applications"},{"key":"e_1_3_2_87_2","first-page":"1","article-title":"Learning preferences for music playlists","volume":"97","author":"Mooij A. M. De","year":"1997","unstructured":"A. M. De Mooij and W. F. J. Verhaegh. 1997. Learning preferences for music playlists. Artificial Intelligence 97, 1\u20132 (1997), 245\u2013271.","journal-title":"Artificial Intelligence"},{"key":"e_1_3_2_88_2","first-page":"72","volume-title":"Proceedings of the Brazilian Conference on Intelligent Systems","author":"Nunes Igor de Oliveira","year":"2019","unstructured":"Igor de Oliveira Nunes, Gabriel Matos Cardoso Leite, and Daniel Ratton Figueiredo. 2019. A contextual hierarchical graph model for generating random sequences of objects with application to music playlists. In Proceedings of the Brazilian Conference on Intelligent Systems. IEEE, 72\u201377."},{"key":"e_1_3_2_89_2","unstructured":"Brian Dean. 2024. Spotify user stats. https:\/\/backlinko.com\/spotify-Users"},{"key":"e_1_3_2_90_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-019-09221-y"},{"key":"e_1_3_2_91_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.08.029"},{"key":"e_1_3_2_92_2","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"e_1_3_2_93_2","doi-asserted-by":"publisher","DOI":"10.1177\/1461444818808094"},{"key":"e_1_3_2_94_2","first-page":"26","volume-title":"Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems","author":"Dias Ricardo","year":"2014","unstructured":"Ricardo Dias, Ricardo Cunha, and Manuel J. Fonseca. 2014. A user-centered music recommendation approach for daily activities. In Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems, 26\u201332."},{"key":"e_1_3_2_95_2","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874145"},{"key":"e_1_3_2_96_2","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2973816"},{"key":"e_1_3_2_97_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3836-x"},{"key":"e_1_3_2_98_2","volume-title":"Proceedings of the Workshop on NLP for Music and Spoken Audio (NLP4MuSA \u201921)","author":"Doh Seungheon","year":"2021","unstructured":"Seungheon Doh, Junwon Lee, and Juhan Nam. 2021. Music playlist title generation: A machine-translation approach. In Proceedings of the Workshop on NLP for Music and Spoken Audio (NLP4MuSA \u201921)."},{"key":"e_1_3_2_99_2","first-page":"179","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Dopler Markus","year":"2008","unstructured":"Markus Dopler, Markus Schedl, Tim Pohle, and Peter Knees. 2008. Accessing music collections via representative cluster prototypes in a hierarchical organization scheme. In Proceedings of the International Society for Music Information Retrieval Conference, 179\u2013184."},{"key":"e_1_3_2_100_2","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2002.994055"},{"key":"e_1_3_2_101_2","first-page":"736","volume-title":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","author":"Elliott Greg T.","year":"2006","unstructured":"Greg T. Elliott and Bill Tomlinson. 2006. PersonalSoundtrack: Context-aware playlists that adapt to user pace. In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 736\u2013741."},{"key":"e_1_3_2_102_2","doi-asserted-by":"publisher","DOI":"10.1145\/1145287.1145310"},{"key":"e_1_3_2_103_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267486"},{"key":"e_1_3_2_104_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37439-6_1"},{"key":"e_1_3_2_105_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267473"},{"key":"e_1_3_2_106_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413552"},{"key":"e_1_3_2_107_2","doi-asserted-by":"publisher","DOI":"10.1145\/3406522.3446033"},{"key":"e_1_3_2_108_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Fields Ben","year":"2010","unstructured":"Ben Fields and Paul Lamere. 2010. Finding a path through the juke box: The playlist tutorial. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_109_2","first-page":"559","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Fields Benjamin","year":"2008","unstructured":"Benjamin Fields, Christophe Rhodes, Michael A. Casey, and Kurt Jacobson. 2008. Social playlists and bottleneck measurements: Exploiting musician social graphs using content-based dissimilarity and pairwise maximum flow values. In Proceedings of the International Society for Music Information Retrieval Conference, 559\u2013564."},{"key":"e_1_3_2_110_2","first-page":"245","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Flexer Arthur","year":"2014","unstructured":"Arthur Flexer. 2014. On inter-rater agreement in audio music similarity. In Proceedings of the International Society for Music Information Retrieval Conference, 245\u2013250."},{"key":"e_1_3_2_111_2","doi-asserted-by":"publisher","DOI":"10.5334\/tismir.107"},{"key":"e_1_3_2_112_2","first-page":"173","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"8","author":"Flexer Arthur","year":"2008","unstructured":"Arthur Flexer, Dominik Schnitzer, Martin Gasser, and Gerhard Widmer. 2008. Playlist Generation using Start and End Songs. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 8, 173\u2013178."},{"issue":"1","key":"e_1_3_2_113_2","article-title":"Accounting for Listening: How Music Streaming Has Changed What it Means to Listen","volume":"6","author":"Flynn Mathew","year":"2016","unstructured":"Mathew Flynn. 2016. Accounting for Listening: How Music Streaming Has Changed What it Means to Listen. Kinephanos-Journal of Media Studies and Popular Culture 6, 1 (2016).","journal-title":"Kinephanos-Journal of Media Studies and Popular Culture"},{"key":"e_1_3_2_114_2","doi-asserted-by":"publisher","DOI":"10.1386\/rajo.5.2-3.97_1"},{"key":"e_1_3_2_115_2","first-page":"626","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Fuller John","year":"2016","unstructured":"John Fuller, Lauren Hubener, Yea-Seul Kim, and Jin Ha Lee. 2016. Elucidating User Behavior in Music Services Through Persona and Gender. In Proceedings of the International Society for Music Information Retrieval Conference, 626\u2013632."},{"key":"e_1_3_2_116_2","doi-asserted-by":"publisher","DOI":"10.1145\/3462203.3475893"},{"key":"e_1_3_2_117_2","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2019.8651820"},{"key":"e_1_3_2_118_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCSW56584.2022.00046"},{"key":"e_1_3_2_119_2","doi-asserted-by":"publisher","DOI":"10.1145\/3450613.3456819"},{"key":"e_1_3_2_120_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3478866"},{"key":"e_1_3_2_121_2","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546776"},{"key":"e_1_3_2_122_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-28244-7_21"},{"key":"e_1_3_2_123_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.784"},{"key":"e_1_3_2_124_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2007.366658"},{"key":"e_1_3_2_125_2","doi-asserted-by":"publisher","DOI":"10.1109\/CoDIT.2017.8102598"},{"key":"e_1_3_2_126_2","first-page":"239","volume-title":"Proceedings of the International Conference of the Catalan Association for Artificial Intelligence","author":"Gatzioura Anna","year":"2017","unstructured":"Anna Gatzioura and Miquel S\u00e0nchez-Marr\u00e8. 2017. Using Contextual Information in Music Playlist Recommendations. In Proceedings of the International Conference of the Catalan Association for Artificial Intelligence, 239\u2013244."},{"key":"e_1_3_2_127_2","first-page":"156","volume-title":"Proceedings of the International Conference of the Catalan Association for Artificial Intelligence","volume":"308","author":"Gatzioura Anna","year":"2018","unstructured":"Anna Gatzioura, Miquel S\u00e0nchez-Marr\u00e8, and Al\u00edpio M\u00e1rio Jorge. 2018. A Study on Contextual Influences on Automatic Playlist Continuation. In Proceedings of the International Conference of the Catalan Association for Artificial Intelligence, Vol. 308, 156\u2013165."},{"issue":"5","key":"e_1_3_2_128_2","first-page":"1819","article-title":"A Hybrid Recommender System for Improving Automatic Playlist Continuation","volume":"33","author":"Gatzioura Anna","year":"2019","unstructured":"Anna Gatzioura, Jo\u00e3o Vinagre, Al\u00edpio M\u00e1rio Jorge, and Miquel Sanchez-Marre. 2019. A Hybrid Recommender System for Improving Automatic Playlist Continuation. IEEE Transactions on Knowledge and Data Engineering 33, 5 (2019), 1819\u20131830.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"e_1_3_2_129_2","doi-asserted-by":"publisher","DOI":"10.3390\/app6050123"},{"key":"e_1_3_2_130_2","doi-asserted-by":"publisher","DOI":"10.1145\/3281375.3281384"},{"key":"e_1_3_2_131_2","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2013.6659258"},{"key":"e_1_3_2_132_2","first-page":"404","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Goto Masataka","year":"2005","unstructured":"Masataka Goto and Takayuki Goto. 2005. Musicream: New Music Playback Interface for Streaming, Sticking, Sorting, and Recalling Musical Pieces. In Proceedings of the International Society for Music Information Retrieval Conference, 404\u2013411."},{"key":"e_1_3_2_133_2","doi-asserted-by":"publisher","DOI":"10.1145\/1409240.1409288"},{"key":"e_1_3_2_134_2","volume-title":"Proceedings of the Late-Breaking Demo Session at the International Music Information Retrieval Conference","author":"Gouyon Fabien","year":"2011","unstructured":"Fabien Gouyon, Nuno Cruz, and Luis Sarmento. 2011. A last.fm and youtube Mash-up for Music Browsing and Playlist Edition. In Proceedings of the Late-Breaking Demo Session at the International Music Information Retrieval Conference."},{"key":"e_1_3_2_135_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45378-1_60"},{"key":"e_1_3_2_136_2","doi-asserted-by":"publisher","DOI":"10.1145\/2544114.2544128"},{"key":"e_1_3_2_137_2","first-page":"275","article-title":"An Interactive Music Playlist Generator That Responds to User Emotion and Context","author":"Griffiths Darryl","year":"2016","unstructured":"Darryl Griffiths, Stuart Cunningham, and Jonathan Weinel. 2016. An Interactive Music Playlist Generator That Responds to User Emotion and Context. Electronic Visualisation and the Arts, 275\u2013276.","journal-title":"Electronic Visualisation and the Arts"},{"key":"e_1_3_2_138_2","first-page":"649","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Grosche Peter","year":"2010","unstructured":"Peter Grosche, Meinard M\u00fcller, and Craig Stuart Sapp. 2010. What Makes Beat Tracking Difficult? A Case Study on Chopin Mazurkas. In Proceedings of the International Society for Music Information Retrieval Conference, 649\u2013654."},{"key":"e_1_3_2_139_2","first-page":"420","volume-title":"Proceedings of the ACM International Conference on Web Search and Data Mining","author":"Gruson Alois","year":"2019","unstructured":"Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, and Ben Carterette. 2019. Offline Evaluation to Make Decisions about Playlist Recommendation Algorithms. In Proceedings of the ACM International Conference on Web Search and Data Mining, 420\u2013428."},{"key":"e_1_3_2_140_2","first-page":"1","volume-title":"Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems","author":"Hadash Sophia","year":"2019","unstructured":"Sophia Hadash, Yu Liang, and Martijn C Willemsen. 2019. How Playlist Evaluation Compares to Track Evaluations in Music Recommender Systems. In Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 1\u20139."},{"key":"e_1_3_2_141_2","doi-asserted-by":"publisher","DOI":"10.1080\/03007766.2015.1021174"},{"key":"e_1_3_2_142_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-031-5_17"},{"key":"e_1_3_2_143_2","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1109\/ICDE.2001.914830","volume-title":"Proceedings of the International Conference on Data engineering","author":"Han Jiawei","year":"2001","unstructured":"Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, and Meichun Hsu. 2001. Prefixspan: Mining Sequential Patterns Efficiently by Prefix-projected Pattern Growth. In Proceedings of the International Conference on Data engineering. IEEE, 215\u2013224."},{"key":"e_1_3_2_144_2","first-page":"1217","volume-title":"Proceedings of the CHI Conference on Human Factors in Computing Systems","author":"Hansen Derek L","year":"2009","unstructured":"Derek L Hansen and Jennifer Golbeck. 2009. Mixing it up: Recommending Collections of Items. In Proceedings of the CHI Conference on Human Factors in Computing Systems, 1217\u20131226."},{"key":"e_1_3_2_145_2","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365979"},{"key":"e_1_3_2_146_2","doi-asserted-by":"publisher","DOI":"10.2299\/jsp.17.11"},{"key":"e_1_3_2_147_2","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107049994"},{"key":"e_1_3_2_148_2","doi-asserted-by":"publisher","DOI":"10.1109\/WDM.2001.990167"},{"key":"e_1_3_2_149_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0950-7051(01)00097-1"},{"key":"e_1_3_2_150_2","volume-title":"Proceedings of the Workshop On Music Recommendation And Discovery at the ACM Recommender Systems Conference","author":"Herrera Perfecto","year":"2010","unstructured":"Perfecto Herrera, Zuri\u00f1e Resa, and Mohamed Sordo. 2010. Rocking around the Clock Eight Days a Week: An Exploration of Temporal Patterns of Music Listening. In Proceedings of the Workshop On Music Recommendation And Discovery at the ACM Recommender Systems Conference."},{"key":"e_1_3_2_151_2","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv:1511.06939"},{"key":"e_1_3_2_152_2","doi-asserted-by":"publisher","DOI":"10.1007\/11795018_8"},{"key":"e_1_3_2_153_2","doi-asserted-by":"publisher","DOI":"10.1080\/09298210902940094"},{"key":"e_1_3_2_154_2","doi-asserted-by":"publisher","DOI":"10.1145\/1899475.1899484"},{"key":"e_1_3_2_155_2","doi-asserted-by":"publisher","DOI":"10.1145\/3295748"},{"key":"e_1_3_2_156_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2011.6083868"},{"key":"e_1_3_2_157_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-013-0151-y"},{"key":"e_1_3_2_158_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68121-4_18"},{"key":"e_1_3_2_159_2","first-page":"103","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"11","author":"Hu Yajie","year":"2011","unstructured":"Yajie Hu and Mitsunori Ogihara. 2011. NextOne Player: A Music Recommendation System Based on User Behavior. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 11, 103\u2013108."},{"key":"e_1_3_2_160_2","first-page":"186","volume-title":"Proceedings of the 23rd International Society for Music Information Retrieval Conference","author":"Ibrahim Karim M","year":"2022","unstructured":"Karim M Ibrahim, Elena V. Epure, Geoffroy Peeters, and Ga\u00ebl Richard. 2022. Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts. In Proceedings of the 23rd International Society for Music Information Retrieval Conference, 186\u2013192."},{"key":"e_1_3_2_161_2","unstructured":"IFPI. 2024. Global Music Report. Retrieved from https:\/\/globalMusicreport.ifpi.org\/"},{"key":"e_1_3_2_162_2","first-page":"216","volume-title":"Proceedings of the International Conference on Advances in Mobile Computing & Multimedia","author":"Ikeda Shobu","year":"2018","unstructured":"Shobu Ikeda, Kenta Oku, and Kyoji Kawagoe. 2018. Music Playlist Recommendation using Acoustic-feature Transition inside the Songs. In Proceedings of the International Conference on Advances in Mobile Computing & Multimedia, 216\u2013219."},{"key":"e_1_3_2_163_2","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8903002"},{"key":"e_1_3_2_164_2","first-page":"135","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Ishizaki Hiromi","year":"2009","unstructured":"Hiromi Ishizaki, Keiichiro Hoashi, and Yasuhiro Takishima. 2009. Full-Automatic DJ Mixing System with Optimal Tempo Adjustment Based on Measurement Function of User Discomfort. In Proceedings of the International Society for Music Information Retrieval Conference, 135\u2013140."},{"key":"e_1_3_2_165_2","volume-title":"Proceedings of the 2023 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining","volume":"459","author":"Ito Toshi-Hiro","year":"2024","unstructured":"Toshi-Hiro Ito and Hiroaki Shiokawa. 2024. An Effective Graph-based Music Recommendation Algorithm for Automatic Playlist Continuation. In Proceedings of the 2023 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining. ACM, 459\u2014463."},{"key":"e_1_3_2_166_2","doi-asserted-by":"publisher","DOI":"10.3390\/info14090510"},{"key":"e_1_3_2_167_2","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA.2015.7507179"},{"key":"e_1_3_2_168_2","doi-asserted-by":"publisher","DOI":"10.1145\/2578726.2578777"},{"key":"e_1_3_2_169_2","volume-title":"Proceedings of the RSWeb Workshop at the ACM Recommender Systems Conference","author":"Jannach Dietmar","year":"2014","unstructured":"Dietmar Jannach, Iman Kamehkhosh, and Geoffray Bonnin. 2014. Analyzing the Characteristics of Shared Playlists for Music Recommendation. In Proceedings of the RSWeb Workshop at the ACM Recommender Systems Conference."},{"key":"e_1_3_2_170_2","doi-asserted-by":"publisher","DOI":"10.1145\/2930238.2930283"},{"key":"e_1_3_2_171_2","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019756"},{"key":"e_1_3_2_172_2","first-page":"187","volume-title":"Proceedings of the ACM Conference on Recommender Systems","author":"Jannach Dietmar","year":"2015","unstructured":"Dietmar Jannach, Lukas Lerche, and Iman Kamehkhosh. 2015. Beyond \u201cHitting the Hits\u201d: Generating Coherent Music Playlist Continuations with the Right Tracks. In Proceedings of the ACM Conference on Recommender Systems, 187\u2013194."},{"key":"e_1_3_2_173_2","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109872"},{"key":"e_1_3_2_174_2","volume-title":"Proceedings of the ACM Conference on Human Interaction (CHI)","author":"Jehan Tristan","year":"2000","unstructured":"Tristan Jehan and Ali Mazalek. 2000. Interacting with Music in a Social Setting. In Proceedings of the ACM Conference on Human Interaction (CHI)."},{"key":"e_1_3_2_175_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2007.4400975"},{"key":"e_1_3_2_176_2","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv:1612.03651"},{"key":"e_1_3_2_177_2","first-page":"675","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Juli\u00e0 Carles Fernandes","year":"2009","unstructured":"Carles Fernandes Juli\u00e0 and Sergi Jord\u00e0. 2009. SongExplorer: A Tabletop Application for Exploring Large Collections of Songs. In Proceedings of the International Society for Music Information Retrieval Conference, 675\u2013680."},{"key":"e_1_3_2_178_2","volume-title":"Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition","author":"Jurafsky Daniel","year":"2009","unstructured":"Daniel Jurafsky and James H. Martin. 2009. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Prentice Hall."},{"key":"e_1_3_2_179_2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1062"},{"key":"e_1_3_2_180_2","first-page":"373","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Kamalzadeh Mohsen","year":"2012","unstructured":"Mohsen Kamalzadeh, Dominikus Baur, and Torsten M\u00f6ller. 2012. A Survey on Music Listening and Management Behaviours. In Proceedings of the International Society for Music Information Retrieval Conference, 373\u2013378."},{"key":"e_1_3_2_181_2","doi-asserted-by":"publisher","DOI":"10.1080\/09298215.2015.1133655"},{"key":"e_1_3_2_182_2","doi-asserted-by":"publisher","DOI":"10.1145\/2856767.2856780"},{"key":"e_1_3_2_183_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-019-09237-4"},{"key":"e_1_3_2_184_2","doi-asserted-by":"publisher","DOI":"10.1145\/3079628.3079668"},{"key":"e_1_3_2_185_2","volume-title":"Workshops of the ACM Conference on Intelligent User Interfaces","author":"Kamehkhosh Iman","year":"2018","unstructured":"Iman Kamehkhosh, Dietmar Jannach, and Geoffray Bonnin. 2018. How Automated Recommendations Affect the Playlist Creation Behavior of Users. In Workshops of the ACM Conference on Intelligent User Interfaces."},{"key":"e_1_3_2_186_2","volume-title":"Proceedings of the ACM International Conference on User Modelling, Adaptation and Personalization","author":"Kamehkhosh Iman","year":"2016","unstructured":"Iman Kamehkhosh, Dietmar Jannach, and Lukas Lerche. 2016. Personalized Next-Track Music Recommendation with Multi-dimensional Long-Term Preference Signals. In Proceedings of the ACM International Conference on User Modelling, Adaptation and Personalization."},{"key":"e_1_3_2_187_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2012.04.002"},{"key":"e_1_3_2_188_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267472"},{"key":"e_1_3_2_189_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-019-09235-6"},{"key":"e_1_3_2_190_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267477"},{"key":"e_1_3_2_191_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:2301.08145"},{"key":"e_1_3_2_192_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267485"},{"key":"e_1_3_2_193_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16354-3_34"},{"key":"e_1_3_2_194_2","doi-asserted-by":"publisher","DOI":"10.1080\/15405702.2016.1193183"},{"key":"e_1_3_2_195_2","doi-asserted-by":"publisher","DOI":"10.1145\/1178677.1178699"},{"key":"e_1_3_2_196_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49722-7_1"},{"key":"e_1_3_2_197_2","doi-asserted-by":"publisher","DOI":"10.1145\/1180639.1180652"},{"key":"e_1_3_2_198_2","doi-asserted-by":"publisher","DOI":"10.1109\/5.58325"},{"key":"e_1_3_2_199_2","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245126"},{"key":"e_1_3_2_200_2","first-page":"179","volume-title":"Proceedings of the INNS Conference on Big Data","author":"K\u00f6se Burak","year":"2016","unstructured":"Burak K\u00f6se, S\u00fcleyman Eken, and Ahmet Sayar. 2016. Playlist Generation via Vector Representation of Songs. In Proceedings of the INNS Conference on Big Data, 179\u2013185."},{"key":"e_1_3_2_201_2","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"e_1_3_2_202_2","doi-asserted-by":"publisher","DOI":"10.1080\/09298210802479284"},{"key":"e_1_3_2_203_2","unstructured":"Paul Lamere. 2023. Smarter Playlists. Retrieved from http:\/\/smarterplaylists.playlistmachinery.com"},{"key":"e_1_3_2_204_2","first-page":"173","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Lamere Paul","year":"2007","unstructured":"Paul Lamere and Douglas Eck. 2007. Using 3D Visualizations to Explore and Discover Music. In Proceedings of the International Society for Music Information Retrieval Conference, 173\u2013174."},{"key":"e_1_3_2_205_2","first-page":"3","volume-title":"Case-Based Reasoning: Experiences, Lessons, & Future Directions","author":"Leake David B.","year":"1996","unstructured":"David B. Leake. 1996. CBR In Context: The Present and Future. In Case-Based Reasoning: Experiences, Lessons, & Future Directions, David B. Leake (Ed.). MIT Press, 3\u201330."},{"key":"e_1_3_2_206_2","first-page":"109","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"11","author":"Lee Jin Ha","year":"2011","unstructured":"Jin Ha Lee, Bobby Bare, and Gary Meek. 2011. How Similar is too Similar?: Exploring Users\u2019 Perceptions of Similarity in Playlist Evaluation. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 11, 109\u2013114."},{"key":"e_1_3_2_207_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"5","author":"Lee Jin Ha","year":"2004","unstructured":"Jin Ha Lee and J. Stephen Downie. 2004. Survey of Music Information Needs, Uses, and Seeking Behaviours: Preliminary Findings. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 5."},{"key":"e_1_3_2_208_2","doi-asserted-by":"publisher","DOI":"10.1145\/2107596.2107607"},{"key":"e_1_3_2_209_2","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2012.34"},{"key":"e_1_3_2_210_2","first-page":"86","volume-title":"Proceedings of the International Conference on Information Visualisation","author":"Lehtiniemi Arto","year":"2013","unstructured":"Arto Lehtiniemi and Jarno Ojala. 2013. Evaluating MoodPic \u2013 A Concept for Collaborative Mood Music Playlist Creation. In Proceedings of the International Conference on Information Visualisation. IEEE, 86\u201395."},{"key":"e_1_3_2_211_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-016-0900-5"},{"issue":"3","key":"e_1_3_2_212_2","first-page":"416","article-title":"Socially Augmented Music Discovery with Collaborative Playlists and Mood Pictures","volume":"29","author":"Lehtiniemi Arto","year":"2017","unstructured":"Arto Lehtiniemi, Jarno Ojala, and Kaisa V\u00e4\u00e4n\u00e4nen. 2017. Socially Augmented Music Discovery with Collaborative Playlists and Mood Pictures. Interacting with Computers 29, 3 (2017), 416\u2013437.","journal-title":"Interacting with Computers"},{"key":"e_1_3_2_213_2","doi-asserted-by":"publisher","DOI":"10.1145\/1378063.1378135"},{"key":"e_1_3_2_214_2","first-page":"167","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Leitich Stefan","year":"2007","unstructured":"Stefan Leitich and Martin Topf. 2007. Globe of Music-Music Library Visualization Using Geosom. In Proceedings of the International Society for Music Information Retrieval Conference, 167\u2013170."},{"key":"e_1_3_2_215_2","doi-asserted-by":"publisher","DOI":"10.1145\/2399016.2399129"},{"key":"e_1_3_2_216_2","first-page":"715","volume-title":"Proceedings of the CHI Conference on Human Factors in Computing Systems","author":"Leong Tuck","year":"2008","unstructured":"Tuck Leong, Steve Howard, and Frank Vetere. 2008. Choice: Abdicating or Exercising? In Proceedings of the CHI Conference on Human Factors in Computing Systems, 715\u2013724."},{"key":"e_1_3_2_217_2","first-page":"1","volume-title":"Proceedings of the Australian Conference on Computer-Human Interaction","author":"Leong Tuck W","year":"2005","unstructured":"Tuck W Leong, Frank Vetere, and Steve Howard. 2005. The Serendipity Shuffle. In Proceedings of the Australian Conference on Computer-Human Interaction, 1\u20134."},{"key":"e_1_3_2_218_2","doi-asserted-by":"publisher","DOI":"10.1145\/1142405.1142428"},{"key":"e_1_3_2_219_2","doi-asserted-by":"publisher","DOI":"10.1080\/10447319509526110"},{"key":"e_1_3_2_220_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICS51289.2020.00020"},{"key":"e_1_3_2_221_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i2.19100"},{"key":"e_1_3_2_222_2","first-page":"591","volume-title":"Proceedings of the International Conference on Autonomous Agents and Multiagent Systems","author":"Liebman Elad","year":"2015","unstructured":"Elad Liebman, Maytal Saar-Tsechansky, and Peter Stone. 2015. DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation. In Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 591\u2013599."},{"key":"e_1_3_2_223_2","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2019\/14750"},{"key":"e_1_3_2_225_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:1506.00019"},{"key":"e_1_3_2_226_2","doi-asserted-by":"publisher","DOI":"10.1145\/1409240.1409299"},{"key":"e_1_3_2_227_2","first-page":"295","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"2","author":"Logan Beth","year":"2002","unstructured":"Beth Logan. 2002. Content-Based Playlist Generation: Exploratory Experiments. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 2, 295\u2013296."},{"key":"e_1_3_2_228_2","first-page":"425","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Logan Beth","year":"2004","unstructured":"Beth Logan. 2004. Music Recommendation from Song Sets. In Proceedings of the International Society for Music Information Retrieval Conference, 425\u2013428."},{"key":"e_1_3_2_229_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2001.1237829"},{"key":"e_1_3_2_230_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267474"},{"key":"e_1_3_2_231_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDIM.2016.7829788"},{"key":"e_1_3_2_232_2","doi-asserted-by":"publisher","DOI":"10.1145\/3587259.3627552"},{"key":"e_1_3_2_233_2","doi-asserted-by":"publisher","DOI":"10.1109\/EmergiTech.2016.7737358"},{"key":"e_1_3_2_234_2","first-page":"345","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Maillet Fran\u00e7ois","year":"2009","unstructured":"Fran\u00e7ois Maillet, Douglas Eck, Guillaume Desjardins, and Paul Lamere. 2009. Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists. In Proceedings of the International Society for Music Information Retrieval Conference, 345\u2013350."},{"key":"e_1_3_2_235_2","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1511.05644"},{"key":"e_1_3_2_236_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_10"},{"key":"e_1_3_2_237_2","doi-asserted-by":"publisher","DOI":"10.1145\/289444.289511"},{"key":"e_1_3_2_238_2","first-page":"343","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"12","author":"McFee Brian","year":"2012","unstructured":"Brian McFee and Gert R. G. Lanckriet. 2012. Hypergraph Models of Playlist Dialects. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 12, 343\u2013348."},{"key":"e_1_3_2_239_2","first-page":"537","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"11","author":"McFee Brian","year":"2011","unstructured":"Brian McFee and Gert R. G. Lanckriet. 2011. The Natural Language of Playlists. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 11, 537\u2013541."},{"key":"e_1_3_2_240_2","doi-asserted-by":"publisher","DOI":"10.1145\/3428658.3431755"},{"key":"e_1_3_2_241_2","volume-title":"Advances in Neural Information Processing Systems","volume":"26","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S. Corrado, and Jeff Dean. 2013. Distributed Representations of Words and Phrases and their Compositionality. In Advances in Neural Information Processing Systems, Vol. 26."},{"key":"e_1_3_2_242_2","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302313"},{"key":"e_1_3_2_243_2","first-page":"237","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Miller Scott","year":"2010","unstructured":"Scott Miller, Paul Reimer, Steven R. Ness, and George Tzanetakis. 2010. Geoshuffle: Location-Aware, Content-based Music Browsing Using Self-organizing Tag Clouds. In Proceedings of the International Society for Music Information Retrieval Conference, 237\u2013242."},{"key":"e_1_3_2_244_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.07.131"},{"key":"e_1_3_2_245_2","first-page":"451","volume-title":"Proceedings of the Sound and Music Computing Conference","author":"Moens Bart","year":"2010","unstructured":"Bart Moens, Leon van Noorden, and Marc Leman. 2010. D-Jogger: Syncing Music with Walking. In Proceedings of the Sound and Music Computing Conference, 451\u2013456."},{"key":"e_1_3_2_246_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267484"},{"key":"e_1_3_2_247_2","first-page":"349","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"12","author":"Moore Joshua L.","year":"2012","unstructured":"Joshua L. Moore, Shuo Chen, Thorsten Joachims, and Douglas Turnbull. 2012. Learning to Embed Songs and Tags for Playlist Prediction. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 12, 349\u2013354."},{"key":"e_1_3_2_248_2","first-page":"396","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"M\u00f6rchen Fabian","year":"2005","unstructured":"Fabian M\u00f6rchen, Alfred Ultsch, Mario N\u00f6cker, and Christian Stamm. 2005. Databionic Visualization of Music Collections According to Perceptual Distance. In Proceedings of the International Society for Music Information Retrieval Conference, 396\u2013403."},{"key":"e_1_3_2_249_2","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608838"},{"key":"e_1_3_2_250_2","doi-asserted-by":"publisher","DOI":"10.1145\/3177849"},{"key":"e_1_3_2_251_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_7"},{"key":"e_1_3_2_252_2","first-page":"84","volume-title":"Proceedings of the 4th Italian Information Retrieval Workshop","author":"Musto Cataldo","year":"2013","unstructured":"Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, and Marco de Gemmis. 2013. Distributional Models vs. Linked Data: Exploiting Crowdsourcing to Personalize Music Playlists. In Proceedings of the 4th Italian Information Retrieval Workshop. CEUR-WS.org, 84\u201387."},{"key":"e_1_3_2_253_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32273-0_10"},{"key":"e_1_3_2_254_2","doi-asserted-by":"publisher","DOI":"10.1145\/2856767.2856809"},{"key":"e_1_3_2_255_2","first-page":"618","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Neumayer Robert","year":"2005","unstructured":"Robert Neumayer, Michael Dittenbach, and Andreas Rauber. 2005. Playsom and Pocketsomplayer, Alternative Interfaces to Large Music Collections. In Proceedings of the International Society for Music Information Retrieval Conference, 618\u2013623."},{"key":"e_1_3_2_256_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_2"},{"key":"e_1_3_2_257_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-89394-1_19"},{"key":"e_1_3_2_258_2","doi-asserted-by":"publisher","DOI":"10.1145\/1013115.1013136"},{"key":"e_1_3_2_259_2","doi-asserted-by":"publisher","DOI":"10.1145\/1152215.1152221"},{"key":"e_1_3_2_260_2","volume-title":"Proceedings of the 7th International Society for Music Information Retrieval Conference","volume":"2006","author":"Oliver Nuria","year":"2006","unstructured":"Nuria Oliver and Lucas Kreger-Stickles. 2006. PAPA: Physiology and Purpose-Aware Automatic Playlist Generation. In Proceedings of the 7th International Society for Music Information Retrieval Conference, Vol. 2006."},{"key":"e_1_3_2_261_2","first-page":"55","volume-title":"Proceedings of the Empire Workshop at the ACM Conference on Recommender Systems","author":"Onori Melissa","year":"2016","unstructured":"Melissa Onori, Alessandro Micarelli, and Giuseppe Sansonetti. 2016. A Comparative Analysis of Personality-Based Music Recommender Systems. In Proceedings of the Empire Workshop at the ACM Conference on Recommender Systems, 55\u201359."},{"key":"e_1_3_2_262_2","doi-asserted-by":"publisher","DOI":"10.1145\/2926718"},{"key":"e_1_3_2_263_2","doi-asserted-by":"publisher","DOI":"10.1145\/1743384.1743459"},{"key":"e_1_3_2_264_2","doi-asserted-by":"publisher","DOI":"10.1109\/93.839310"},{"key":"e_1_3_2_265_2","first-page":"389","volume-title":"Proceedings of the 7th International Society for Music Information Retrieval Conference","author":"Pampalk Elias","year":"2006","unstructured":"Elias Pampalk and Martin Gasser. 2006. Dynamic Playlist Generation Based on Skipping Behavior. In Proceedings of the 7th International Society for Music Information Retrieval Conference, 389\u2013390."},{"key":"e_1_3_2_266_2","first-page":"634","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Pampalk Elias","year":"2005","unstructured":"Elias Pampalk, Tim Pohle, and Gerhard Widmer. 2005. Dynamic Playlist Generation Based on Skipping Behavior. In Proceedings of the International Society for Music Information Retrieval Conference, 634\u2013637."},{"key":"e_1_3_2_267_2","doi-asserted-by":"publisher","DOI":"10.1145\/641007.641121"},{"key":"e_1_3_2_268_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43887-6_50"},{"key":"e_1_3_2_269_2","doi-asserted-by":"publisher","DOI":"10.1145\/3449191"},{"key":"e_1_3_2_270_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0260750"},{"key":"e_1_3_2_271_2","first-page":"723","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Park So Yeon","year":"2019","unstructured":"So Yeon Park, Audrey Laplante, Jin Ha Lee, and Blair Kaneshiro. 2019. Tunes Together: Perception and Experience of Collaborative Playlists. In Proceedings of the International Society for Music Information Retrieval Conference, 723\u2013730."},{"key":"e_1_3_2_272_2","doi-asserted-by":"publisher","DOI":"10.1145\/3449137"},{"key":"e_1_3_2_273_2","first-page":"1","volume-title":"Proceedings of the CHI Conference on Human Factors in Computing Systems","author":"Park So Yeon","year":"2022","unstructured":"So Yeon Park, Emily Redmond, Jonathan Berger, and Blair Kaneshiro. 2022. Hitting Pause: How User Perceptions of Collaborative Playlists Evolved in the United States During the COVID-19 Pandemic. In Proceedings of the CHI Conference on Human Factors in Computing Systems, 1\u201316."},{"key":"e_1_3_2_274_2","first-page":"527","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Patwari Ayush","year":"2020","unstructured":"Ayush Patwari, Nicholas Kong, Jun Wang, Ullas Gargi, Michele Covell, and Aren Jansen. 2020. Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion. In Proceedings of the International Society for Music Information Retrieval Conference, 527\u2013533."},{"key":"e_1_3_2_275_2","first-page":"222","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"2","author":"Pauws Steffen","year":"2002","unstructured":"Steffen Pauws and Berry Eggen. 2002. PATS: Realization and User Evaluation of an Automatic Playlist Generator. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 2, 222\u2013230."},{"key":"e_1_3_2_276_2","first-page":"638","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Pauws Steffen","year":"2005","unstructured":"Steffen Pauws and Sander van de Wijdeven. 2005. User Evaluation of a New Interactive Playlist Generation Concept. In Proceedings of the International Society for Music Information Retrieval Conference, 638\u2013643."},{"key":"e_1_3_2_277_2","first-page":"138","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Pauws Steffen","year":"2006","unstructured":"Steffen Pauws, Wim Verhaegh, and Mark Vossen. 2006. Fast Generation of Optimal Music Playlists using Local Search. In Proceedings of the International Society for Music Information Retrieval Conference, 138\u2013143."},{"key":"e_1_3_2_278_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.08.019"},{"key":"e_1_3_2_279_2","doi-asserted-by":"publisher","DOI":"10.1145\/2390848.2390861"},{"key":"e_1_3_2_280_2","doi-asserted-by":"publisher","DOI":"10.1121\/1.3642604"},{"key":"e_1_3_2_281_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2015.145"},{"key":"e_1_3_2_282_2","doi-asserted-by":"publisher","DOI":"10.1109\/ISM.2016.0107"},{"key":"e_1_3_2_283_2","doi-asserted-by":"publisher","DOI":"10.4018\/IJMDEM.2017100103"},{"key":"e_1_3_2_284_2","volume-title":"Advances in Neural Information Processing Systems","volume":"14","author":"Platt John","year":"2001","unstructured":"John Platt, Christopher J. Burges, Steven Swenson, Christopher Weare, and Alice Zheng. 2001. Learning a Gaussian Process Prior for Automatically Generating Music Playlists. In Advances in Neural Information Processing Systems, Vol. 14."},{"key":"e_1_3_2_285_2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2006.887991"},{"key":"e_1_3_2_286_2","first-page":"220","volume-title":"Proceedings of the International Conference on Digital Audio Effects","author":"Pohle Tim","year":"2005","unstructured":"Tim Pohle, Elias Pampalk, and Gerhard Widmer. 2005. Generating Similarity-Based Playlists using Traveling Salesman Algorithms. In Proceedings of the International Conference on Digital Audio Effects, 220\u2013225."},{"key":"e_1_3_2_287_2","doi-asserted-by":"publisher","DOI":"10.1145\/3314183.3323455"},{"key":"e_1_3_2_288_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Pons Jordi","year":"2018","unstructured":"Jordi Pons, Oriol Nieto, Matthew Prockup, Erik Schmidt, Andreas Ehmann, and Xavier Serra. 2018. End-To-End Learning for Music Audio Tagging at Scale. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_289_2","doi-asserted-by":"publisher","DOI":"10.1145\/3105969"},{"key":"e_1_3_2_290_2","first-page":"1673","volume-title":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","author":"Popescu George","year":"2012","unstructured":"George Popescu and Pearl Pu. 2012. What's the Best Music You Have? Designing Music Recommendation for Group Enjoyment in GroupFun. In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 1673\u20131678."},{"key":"e_1_3_2_291_2","first-page":"130","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Porcaro Lorenzo","year":"2019","unstructured":"Lorenzo Porcaro and Emilia G\u00f3mez Guti\u00e9rrez. 2019. 20 Years of Playlists: A Statistical Analysis on Popularity and Diversity. In Proceedings of the International Society for Music Information Retrieval Conference, 130\u2013136."},{"key":"e_1_3_2_292_2","doi-asserted-by":"publisher","DOI":"10.1145\/3190616"},{"key":"e_1_3_2_293_2","doi-asserted-by":"publisher","DOI":"10.1145\/1101826.1101840"},{"key":"e_1_3_2_294_2","doi-asserted-by":"publisher","DOI":"10.1145\/1178745.1178754"},{"key":"e_1_3_2_295_2","first-page":"84","volume-title":"Proceedings of the International Audio Mostly Conference","author":"Reynolds Gordon","year":"2007","unstructured":"Gordon Reynolds, Dan Barry, Ted Burke, and Eugene Coyle. 2007. Towards a Personal Automatic Music Playlist Generation Algorithm: The Need for Contextual Information. In Proceedings of the International Audio Mostly Conference. 84\u201389."},{"key":"e_1_3_2_296_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2008.4607603"},{"key":"e_1_3_2_297_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_1"},{"key":"e_1_3_2_298_2","doi-asserted-by":"publisher","DOI":"10.5555\/36238"},{"key":"e_1_3_2_299_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267488"},{"key":"e_1_3_2_300_2","doi-asserted-by":"publisher","DOI":"10.1109\/GCCE50665.2020.9291748"},{"key":"e_1_3_2_301_2","doi-asserted-by":"publisher","DOI":"10.1109\/LifeTech52111.2021.9391870"},{"key":"e_1_3_2_302_2","doi-asserted-by":"publisher","DOI":"10.3390\/s22103722"},{"key":"e_1_3_2_303_2","first-page":"322","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Sandvold Vegard","year":"2006","unstructured":"Vegard Sandvold, Thomas Aussenac, Oscar Celma, and Perfecto Herrera. 2006. Good Vibrations: Music Discovery through Personal Musical Concepts. In Proceedings of the International Society for Music Information Retrieval Conference, 322\u2013323."},{"key":"e_1_3_2_304_2","first-page":"364","volume-title":"Proceedings of the Sound and Music Computing Conference","author":"Sarroff Andy M.","year":"2012","unstructured":"Andy M. Sarroff and Michael Casey. 2012. Modeling and Predicting Song Adjacencies in Commercial Albums. In Proceedings of the Sound and Music Computing Conference, 364\u2013371."},{"key":"e_1_3_2_305_2","doi-asserted-by":"publisher","DOI":"10.1145\/2578726.2582612"},{"key":"e_1_3_2_306_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_24"},{"key":"e_1_3_2_307_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-018-0154-2"},{"key":"e_1_3_2_308_2","doi-asserted-by":"publisher","DOI":"10.1121\/1.421129"},{"key":"e_1_3_2_309_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-00035-0_55"},{"key":"e_1_3_2_310_2","doi-asserted-by":"publisher","DOI":"10.1145\/1329469.1329483"},{"key":"e_1_3_2_311_2","first-page":"618","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Schweiger Harald Victor","year":"2021","unstructured":"Harald Victor Schweiger, Emilia Parada-Cabaleiro, and Markus Schedl. 2021. Does Track Sequence in User-Generated Playlists Matter? In Proceedings of the International Society for Music Information Retrieval Conference, 618\u2013625."},{"key":"e_1_3_2_312_2","volume-title":"Proceedings of MuRS: Music Recommender Systems Workshop","author":"Seshadri Pavan","year":"2023","unstructured":"Pavan Seshadri and Peter Knees. 2023. Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation. In Proceedings of MuRS: Music Recommender Systems Workshop."},{"key":"e_1_3_2_313_2","first-page":"168","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Shih Shun-Yao","year":"2018","unstructured":"Shun-Yao Shih and Heng-Yu Chi. 2018. Automatic, Personalized, and Flexible Playlist Generation Using Reinforcement Learning. In Proceedings of the International Society for Music Information Retrieval Conference, 168\u2013174."},{"key":"e_1_3_2_314_2","doi-asserted-by":"publisher","DOI":"10.1145\/102377.115768"},{"key":"e_1_3_2_315_2","doi-asserted-by":"publisher","DOI":"10.1145\/1178723.1178735"},{"key":"e_1_3_2_316_2","first-page":"479","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Slaney Malcolm","year":"2007","unstructured":"Malcolm Slaney and William White. 2007. Similarity Based on Rating Data. In Proceedings of the International Society for Music Information Retrieval Conference, 479\u2013484."},{"key":"e_1_3_2_317_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73078-1_32"},{"key":"e_1_3_2_318_2","first-page":"671","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Spinelli Louis","year":"2018","unstructured":"Louis Spinelli, Josephine Lau, Liz Pritchard, and Jin Ha Lee. 2018. Influences on the Social Practices Surrounding Commercial Music Services: A Model for Rich Interactions. In Proceedings of the International Society for Music Information Retrieval Conference, 671\u2013677."},{"key":"e_1_3_2_319_2","unstructured":"Spotify. 2024. Explore Spotify Catalogue. Retrieved from https:\/\/explore.spotify.com\/uk\/pages\/Mobile-feature-discover-catalog"},{"key":"e_1_3_2_320_2","doi-asserted-by":"publisher","DOI":"10.1145\/1385569.1385652"},{"key":"e_1_3_2_321_2","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v42i3.18140"},{"key":"e_1_3_2_322_2","first-page":"264","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Stenzel Richard","year":"2005","unstructured":"Richard Stenzel and Thomas Kamps. 2005. Improving Content-Based Similarity Measures by Training a Collaborative Model. In Proceedings of the International Society for Music Information Retrieval Conference, 264\u2013271."},{"key":"e_1_3_2_323_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.940883"},{"key":"e_1_3_2_324_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2011.6012152"},{"key":"e_1_3_2_325_2","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2018.8628673"},{"key":"e_1_3_2_326_2","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton Richard S.","year":"2018","unstructured":"Richard S. Sutton and Andrew G. Barto. 2018. Reinforcement Learning: An Introduction. MIT Press."},{"key":"e_1_3_2_327_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:1808.04288"},{"key":"e_1_3_2_328_2","doi-asserted-by":"publisher","DOI":"10.1145\/3079628.3079633"},{"key":"e_1_3_2_329_2","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599777"},{"key":"e_1_3_2_330_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Torrens Marc","year":"2004","unstructured":"Marc Torrens, Patrick Hertzog, and Josep Lluis Arcos. 2004. Visualizing and Exploring Personal Music Libraries. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_331_2","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331234"},{"key":"e_1_3_2_332_2","volume-title":"Proceedings of the Workshop on Large-Scale Recommender Systems at the ACM Recommender Systems Conference","author":"Turrin Roberto","year":"2015","unstructured":"Roberto Turrin, Andrea Condorelli, Paolo Cremonesi, Roberto Pagano, and Massimo Quadrana. 2015. Large Scale Music Recommendation. In Proceedings of the Workshop on Large-Scale Recommender Systems at the ACM Recommender Systems Conference."},{"key":"e_1_3_2_333_2","volume-title":"Poster Proceedings of the 9th ACM Conference on Recommender Systems","author":"Turrin Roberto","year":"2015","unstructured":"Roberto Turrin, Massimo Quadrana, Andrea Condorelli, Roberto Pagano, and Paolo Cremonesi. 2015. 30Music Listening and Playlists Dataset. In Poster Proceedings of the 9th ACM Conference on Recommender Systems. CEUR-WS.org."},{"key":"e_1_3_2_334_2","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2018.00-66"},{"key":"e_1_3_2_335_2","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2014.13"},{"key":"e_1_3_2_336_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267476"},{"key":"e_1_3_2_337_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-018-9215-8"},{"key":"e_1_3_2_338_2","doi-asserted-by":"publisher","DOI":"10.1145\/3167132.3167280"},{"key":"e_1_3_2_339_2","volume-title":"Proceedings of the Machine Learning for Music Discovery Workshop at the Internation Conference on Machine Learning","author":"Vall Andreu","year":"2016","unstructured":"Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, and Markus Schedl. 2016. Timbral and Semantic Features for Music Playlists. In Proceedings of the Machine Learning for Music Discovery Workshop at the Internation Conference on Machine Learning."},{"key":"e_1_3_2_340_2","doi-asserted-by":"publisher","DOI":"10.1145\/3125486.3125494"},{"key":"e_1_3_2_341_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:1807.04690"},{"key":"e_1_3_2_342_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-019-00169-8"},{"key":"e_1_3_2_343_2","volume-title":"Proceedings of the ACM Conference on Recommender Systems","author":"Vall Andreu","year":"2017","unstructured":"Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer, and Paolo Cremonesi. 2017. The Importance of Song Context in Music Playlists. In Proceedings of the ACM Conference on Recommender Systems."},{"key":"e_1_3_2_344_2","first-page":"520","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","volume":"5","author":"Gulik Rob Van","year":"2005","unstructured":"Rob Van Gulik and Fabio Vignoli. 2005. Visual Playlist Generation on the Artist Map. In Proceedings of the International Society for Music Information Retrieval Conference, Vol. 5, 520\u2013523."},{"key":"e_1_3_2_345_2","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Gulik Rob van","year":"2004","unstructured":"Rob van Gulik, Fabio Vignoli, and Huub van de Wetering. 2004. Mapping Music in the Palm of Your Hand, Explore and Discover Your Collection. In Proceedings of the International Society for Music Information Retrieval Conference."},{"key":"e_1_3_2_346_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267483"},{"key":"e_1_3_2_347_2","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959160"},{"key":"e_1_3_2_348_2","first-page":"6000","volume-title":"Advances in Neural Information Processing Systems","volume":"30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention Is All You Need. In Advances in Neural Information Processing Systems, Vol. 30, 6000\u20136010."},{"key":"e_1_3_2_349_2","first-page":"190","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Vieira Felipe","year":"2015","unstructured":"Felipe Vieira and Nazareno Andrade. 2015. Evaluating Conflict Management Mechanisms for Online Social Jukeboxes. In Proceedings of the International Society for Music Information Retrieval Conference, 190\u2013196."},{"key":"e_1_3_2_350_2","first-page":"272","volume-title":"Proceedings of the International Society for Music Information Retrieval Conference","author":"Vignoli Fabio","year":"2005","unstructured":"Fabio Vignoli and Steffen Pauws. 2005. A Music Retrieval System Based on User Driven Similarity and Its Evaluation. In Proceedings of the International Society for Music Information Retrieval Conference, 272\u2013279."},{"key":"e_1_3_2_351_2","first-page":"583","volume-title":"Proceedings of the Future Technologies Conference","author":"Vintch Brett","year":"2020","unstructured":"Brett Vintch. 2020. Quick Lists: Enriched Playlist Embeddings for Future Playlist Recommendation. In Proceedings of the Future Technologies Conference. Springer, 583\u2013593."},{"key":"e_1_3_2_352_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267480"},{"key":"e_1_3_2_354_2","doi-asserted-by":"publisher","DOI":"10.23919\/APSIPA.2018.8659651"},{"issue":"7","key":"e_1_3_2_355_2","first-page":"154:1","article-title":"A Survey on Session-based Recommender Systems","volume":"54","author":"Wang Shoujin","year":"2021","unstructured":"Shoujin Wang, Longbing Cao, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, and Defu Lian. 2021. A Survey on Session-based Recommender Systems. ACM Computing Surveys 54, 7 (2021), 154:1\u2013154:38.","journal-title":"ACM Computing Surveys"},{"key":"e_1_3_2_356_2","article-title":"I Want It Even Though I Do Not Like It: Preference for Familiar But Less Liked Music","volume":"33","author":"Ward Morgan","year":"2006","unstructured":"Morgan Ward, Joseph Goodman, and Julie Irwin. 2006. I Want It Even Though I Do Not Like It: Preference for Familiar But Less Liked Music. Advances in Consumer Research 33 (2006).","journal-title":"Advances in Consumer Research"},{"key":"e_1_3_2_357_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11002-013-9238-1"},{"key":"e_1_3_2_359_2","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2019.1622763"},{"key":"e_1_3_2_360_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053669"},{"key":"e_1_3_2_361_2","first-page":"1885","volume-title":"Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing","author":"Xiao Linxing","year":"2009","unstructured":"Linxing Xiao, Lie Lu, Frank Seide, and Jie Zhou. 2009. Learning a Music Similarity Measure on Automatic Annotations with Application to Playlist Generation. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, 1885\u20131888."},{"key":"e_1_3_2_362_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267482"},{"key":"e_1_3_2_363_2","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-02777-3"},{"key":"e_1_3_2_364_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-021-00214-5"},{"key":"e_1_3_2_365_2","doi-asserted-by":"publisher","DOI":"10.1145\/3344257"},{"key":"e_1_3_2_366_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-76941-7_48"},{"key":"e_1_3_2_367_2","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2016.7603438"},{"key":"e_1_3_2_368_2","doi-asserted-by":"publisher","DOI":"10.1109\/ChinaSIP.2013.6625322"},{"key":"e_1_3_2_369_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv:2303.18223"},{"key":"e_1_3_2_370_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267479"},{"key":"e_1_3_2_371_2","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772794"},{"key":"e_1_3_2_372_2","doi-asserted-by":"publisher","DOI":"10.1007\/BF02943243"},{"key":"e_1_3_2_373_2","doi-asserted-by":"publisher","DOI":"10.1145\/3267471.3267481"},{"key":"e_1_3_2_374_2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2006.870727"}],"container-title":["ACM Transactions on Intelligent Systems and Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3688398","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3688398","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:05:56Z","timestamp":1750277156000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3688398"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,13]]},"references-count":369,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,12,31]]}},"alternative-id":["10.1145\/3688398"],"URL":"https:\/\/doi.org\/10.1145\/3688398","relation":{},"ISSN":["2157-6904","2157-6912"],"issn-type":[{"value":"2157-6904","type":"print"},{"value":"2157-6912","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,13]]},"assertion":[{"value":"2023-10-20","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-07-23","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-11-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}