{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T21:24:04Z","timestamp":1780608244338,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":54,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"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":[],"published-print":{"date-parts":[[2023,12,5]]},"DOI":"10.1145\/3587259.3627552","type":"proceedings-article","created":{"date-parts":[[2023,11,28]],"date-time":"2023-11-28T19:30:28Z","timestamp":1701199828000},"page":"140-147","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["The Role of Serendipity in User-Curated Music Playlists"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9568-9581","authenticated-orcid":false,"given":"Valentina","family":"Maccatrozzo","sequence":"first","affiliation":[{"name":"Computer Science, Vrije Universiteit Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1267-0234","authenticated-orcid":false,"given":"Tobias","family":"Kuhn","sequence":"additional","affiliation":[{"name":"Vrije Universiteit Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3357-9130","authenticated-orcid":false,"given":"Davide","family":"Ceolin","sequence":"additional","affiliation":[{"name":"Centrum Wiskunde &amp; Informatica, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7748-4715","authenticated-orcid":false,"given":"Jacco","family":"Van Ossenbruggen","sequence":"additional","affiliation":[{"name":"Vrije Universiteit Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,12,5]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Jorge Garc\u00eda\u00a0de Quir\u00f3s, and Sandra Baldassarri","author":"\u00c1lvarez Pedro","year":"2020","unstructured":"Pedro \u00c1lvarez, Jorge Garc\u00eda\u00a0de Quir\u00f3s, and Sandra Baldassarri. 2020. A Web System Based on Spotify for the automatic generation of affective playlists. In Cloud Computing, Big Data & Emerging Topics. Springer, Cham, 124\u2013137."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/1948550620923228"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12110-z"},{"key":"e_1_3_2_1_4_1","volume-title":"Automated Mood Based Music Playlist Generation By Clustering The Audio Features. In 9th International Conference on Computer and Knowledge Engineering. IEEE, 231\u2013237","author":"Bakhshizadeh Mahta","year":"2019","unstructured":"Mahta Bakhshizadeh, Ali Moeini, Mina Latifi, and Maryam\u00a0T. Mahmoudi. 2019. Automated Mood Based Music Playlist Generation By Clustering The Audio Features. In 9th International Conference on Computer and Knowledge Engineering. IEEE, 231\u2013237."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018718"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2044-8295.1954.tb01243.x"},{"key":"e_1_3_2_1_7_1","volume-title":"The 1st Workshop on NLP for Music and Audio. ACL, 23\u201327","author":"Choi Jeong","year":"2020","unstructured":"Jeong Choi, Anis Khlif, and Elena Epure. 2020. Prediction of user listening contexts for music playlists. In The 1st Workshop on NLP for Music and Audio. ACL, 23\u201327."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/14759551.2014.967451"},{"key":"e_1_3_2_1_9_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In 2019 Conference of the North American Chapter of the ACL: Human Language Technologies. ACL","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In 2019 Conference of the North American Chapter of the ACL: Human Language Technologies. ACL, Minneapolis, USA, 4171\u20134186."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3836-x"},{"key":"e_1_3_2_1_11_1","volume-title":"Interactive Visualization for Music Rediscovery and Serendipity. In 28th International BCS Human Computer Interaction Conference on HCI","author":"Dias Ricardo","year":"2014","unstructured":"Ricardo Dias, Joana Pinto, and Manuel\u00a0J. Fonseca. 2014. Interactive Visualization for Music Rediscovery and Serendipity. In 28th International BCS Human Computer Interaction Conference on HCI (Southport, UK). BCS, UK, 183\u2013188."},{"key":"e_1_3_2_1_12_1","volume-title":"Automated Generation of User-Tailored and Time-Sensitive Music Playlists. In 16th Annual Consumer Communications Networking Conference. IEEE","author":"Furini Marco","year":"2019","unstructured":"Marco Furini, Jessica Martini, and Manuela Montangero. 2019. Automated Generation of User-Tailored and Time-Sensitive Music Playlists. In 16th Annual Consumer Communications Networking Conference. IEEE, Las Vegas, USA, 1\u20136."},{"key":"e_1_3_2_1_13_1","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\u00a0M. Jorge, and Miquel S\u00e0nchez-Marr\u00e8. 2019. A Hybrid Recommender System for Improving Automatic Playlist Continuation. Transactions on Knowledge and Data Engineering 33 (2019), 1819\u20131830.","journal-title":"Transactions on Knowledge and Data Engineering"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1080\/03007766.2015.1021174"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/HIS.2008.25"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8903002"},{"key":"e_1_3_2_1_17_1","volume-title":"RSWeb Workshop at ACM RecSys \u201914","author":"Jannach Dietmar","year":"2014","unstructured":"Dietmar Jannach, Iman Kamehkhosh, and Geoffray Bonnin. 2014. Analyzing the characteristics of shared playlists for music recommendation. In RSWeb Workshop at ACM RecSys \u201914, Vol.\u00a01271. CEUR, Silicon Valley, USA."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800182"},{"key":"e_1_3_2_1_19_1","volume-title":"Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition","author":"Jurafsky Dan","unstructured":"Dan Jurafsky and James\u00a0H. Martin. 2009. Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition. Pearson Prentice Hall, Upper Saddle River, N.J."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2542205.2542206"},{"key":"e_1_3_2_1_21_1","first-page":"223","article-title":"9. User awareness in music recommender systems","author":"Knees Peter","year":"2019","unstructured":"Peter Knees, Markus Schedl, Bruce Ferwerda, and Audrey Laplante. 2019. 9. User awareness in music recommender systems. De Gruyter Oldenbourg, Berlin, 223\u2013252.","journal-title":"De Gruyter Oldenbourg, Berlin"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13612-014-0022-7"},{"key":"e_1_3_2_1_23_1","volume-title":"The Serendipity Shuffle. In 17th Australia Conference on Computer-Human Interaction: Citizens Online","author":"Leong W.","year":"2005","unstructured":"Tuck\u00a0W. Leong, Frank Vetere, and Steve Howard. 2005. The Serendipity Shuffle. In 17th Australia Conference on Computer-Human Interaction: Citizens Online (Canberra, Australia). CHISIG Australia, Narrabundah, AUS, 1\u20134."},{"key":"e_1_3_2_1_24_1","volume-title":"DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation. In 2015 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 2015 International Conference on Autonomous Agents and Multiagent Systems (Istanbul, Turkey). IFAAMAS, Richland, SC, 591\u2013599."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-2909.116.1.75"},{"key":"e_1_3_2_1_26_1","volume-title":"Crowdsourced Evaluation of Semantic Patterns for Recommendation. In UMAP Workshops, Vol.\u00a0997","author":"Maccatrozzo Valentina","year":"2013","unstructured":"Valentina Maccatrozzo, Lora Aroyo, and Willem\u00a0Robert Van\u00a0Hage. 2013. Crowdsourced Evaluation of Semantic Patterns for Recommendation. In UMAP Workshops, Vol.\u00a0997. CEUR, Rome, Italy, 15\u201321."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025171.3025185"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3099023.3099064"},{"key":"e_1_3_2_1_29_1","volume-title":"Technology as Experience","author":"McCarthy John","unstructured":"John McCarthy and Peter Wright. 2004. Technology as Experience. MIT Press, Cambridge, MA."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173597"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1177\/1948550610386810"},{"key":"e_1_3_2_1_32_1","volume-title":"TastePaths: Enabling Deeper Exploration and Understanding of Personal Preferences in Recommender Systems. In 27th International Conference on Intelligent User Interfaces","author":"Petridis Savvas","year":"2022","unstructured":"Savvas Petridis, Nediyana Daskalova, Sarah Mennicken, Samuel\u00a0F Way, Paul Lamere, and Jennifer Thom. 2022. TastePaths: Enabling Deeper Exploration and Understanding of Personal Preferences in Recommender Systems. In 27th International Conference on Intelligent User Interfaces (Helsinki, Finland). ACM, New York, USA, 120\u2013133."},{"key":"e_1_3_2_1_33_1","volume-title":"Latent Feature Combination for Multi-Context Music Recommendation. In International Conference on Content-Based Multimedia Indexing. IEEE","author":"Pichl Martin","year":"2018","unstructured":"Martin Pichl and Eva Zangerle. 2018. Latent Feature Combination for Multi-Context Music Recommendation. In International Conference on Content-Based Multimedia Indexing. IEEE, La Rochelle, France, 1\u20136."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09890-7"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2015.145"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2015.145"},{"key":"e_1_3_2_1_37_1","volume-title":"Understanding Playlist Creation on Music Streaming Platforms. In International Symposium on Multimedia. IEEE","author":"Pichl Martin","year":"2016","unstructured":"Martin Pichl, Eva Zangerle, and Gunther Specht. 2016. Understanding Playlist Creation on Music Streaming Platforms. In International Symposium on Multimedia. IEEE, San Jose, CA, 475\u2013480."},{"key":"e_1_3_2_1_38_1","volume-title":"20 Years of Playlists: A Statistical Analysis on Popularity and Diversity. In 20th Conference of the International Society for Music Information Retrieval (ISMIR","author":"Porcaro Lorenzo","year":"2019","unstructured":"Lorenzo Porcaro and Emilia G\u00f3mez. 2019. 20 Years of Playlists: A Statistical Analysis on Popularity and Diversity. In 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019). ISMIR, Delft, The Netherlands."},{"key":"e_1_3_2_1_39_1","volume-title":"Serendipity: Accidental Discoveries in Science","author":"Roberts M.","year":"1989","unstructured":"Royston\u00a0M. Roberts. 1989. Serendipity: Accidental Discoveries in Science. John Wiley & Sons, Inc., Hoboken, New Jersey, U.S."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2162102.2162105"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-018-0154-2"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.2190\/12AV-AH2P-MCEH-289E"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8721.2008.00548.x"},{"key":"e_1_3_2_1_44_1","volume-title":"Unexpected Relevance: An Empirical Study of Serendipity in Retweets. In Seventh International Conference on Weblogs and Social Media. The AAAI Press","author":"Sun Tao","year":"2013","unstructured":"Tao Sun, Ming Zhang, and Qiaozhu Mei. 2013. Unexpected Relevance: An Empirical Study of Serendipity in Retweets. In Seventh International Conference on Weblogs and Social Media. The AAAI Press, WashingtonUSA, 592\u2013601."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507223"},{"key":"e_1_3_2_1_46_1","volume-title":"Feature-combination hybrid recommender systems for automated music playlist continuation. User Modeling and User-Adapted Interaction 29, 2 (01","author":"Vall Andreu","year":"2019","unstructured":"Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, and Gerhard Widmer. 2019. Feature-combination hybrid recommender systems for automated music playlist continuation. User Modeling and User-Adapted Interaction 29, 2 (01 Apr 2019), 527\u2013572."},{"key":"e_1_3_2_1_47_1","volume-title":"The Importance of Song Context in Music Playlists. In Poster Track of the 11th ACM Conference on Recommender Systems, Vol.\u00a01905","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 Poster Track of the 11th ACM Conference on Recommender Systems, Vol.\u00a01905. CEUR, Como, Italy."},{"key":"e_1_3_2_1_48_1","volume-title":"Semantic Technology","author":"Wang Mian","unstructured":"Mian Wang, Takahiro Kawamura, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, and Akihiko Ohsuga. 2014. Context-Aware Music Recommendation with Serendipity Using Semantic Relations. In Semantic Technology. Springer, Cham, 17\u201332."},{"key":"e_1_3_2_1_49_1","volume-title":"Context-aware Mobile Music Recommendation for Daily Activities. In 20th ACM International Conference on Multimedia","author":"Wang Xinxi","year":"2012","unstructured":"Xinxi Wang, David Rosenblum, and Ye Wang. 2012. Context-aware Mobile Music Recommendation for Daily Activities. In 20th ACM International Conference on Multimedia (Nara, Japan). ACM, New York, USA, 99\u2013108."},{"key":"e_1_3_2_1_50_1","volume-title":"Linked Open Data","author":"Liyang Yu.","unstructured":"Liyang Yu. 2011. Linked Open Data. Springer, Berlin, Heidelberg, 409\u2013466."},{"key":"e_1_3_2_1_51_1","volume-title":"Content-based User Models: Modeling the Many Faces of Musical Preference. In 19th International Society for Music Information Retrieval Conference. ISMIR","author":"Zangerle Eva","year":"2018","unstructured":"Eva Zangerle and Martin Pichl. 2018. Content-based User Models: Modeling the Many Faces of Musical Preference. In 19th International Society for Music Information Retrieval Conference. ISMIR, Paris, France, 709\u2013716."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.5334\/tismir.37"},{"key":"e_1_3_2_1_53_1","volume-title":"ECIR","author":"Zangerle Eva","year":"2018","unstructured":"Eva Zangerle, Michael Tschuggnall, Stefan Wurzinger, and G\u00fcnther Specht. 2018. ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists. In Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2018. Springer, Cham, 584\u2013590."},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124300"}],"event":{"name":"K-CAP '23: Knowledge Capture Conference 2023","location":"Pensacola FL USA","acronym":"K-CAP '23","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Proceedings of the 12th Knowledge Capture Conference 2023"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587259.3627552","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3587259.3627552","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T23:44:19Z","timestamp":1755906259000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587259.3627552"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,5]]},"references-count":54,"alternative-id":["10.1145\/3587259.3627552","10.1145\/3587259"],"URL":"https:\/\/doi.org\/10.1145\/3587259.3627552","relation":{},"subject":[],"published":{"date-parts":[[2023,12,5]]},"assertion":[{"value":"2023-12-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}