{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T21:06:41Z","timestamp":1760044001236,"version":"3.33.0"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2007,9,25]],"date-time":"2007-09-25T00:00:00Z","timestamp":1190678400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["User Model User-Adap Inter"],"published-print":{"date-parts":[[2008,9]]},"DOI":"10.1007\/s11257-007-9035-8","type":"journal-article","created":{"date-parts":[[2007,9,24]],"date-time":"2007-09-24T13:52:44Z","timestamp":1190641964000},"page":"315-348","source":"Crossref","is-referenced-by-count":28,"title":["MUSIPER: a system for modeling music similarity perception based on objective feature subset selection"],"prefix":"10.1007","volume":"18","author":[{"given":"Dionysios N.","family":"Sotiropoulos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aristomenis S.","family":"Lampropoulos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George A.","family":"Tsihrintzis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2007,9,25]]},"reference":[{"key":"9035_CR1","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1008238218679","volume":"8","author":"D.W. Albrecht","year":"1998","unstructured":"Albrecht D.W., Zukerman I. and Nicholson A. (1998). Bayesian models for keyhole plan recognition in an adventure game. User Model. User Adapt. Interact. 8: 5\u201347","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR2","doi-asserted-by":"crossref","unstructured":"Arakawa, K., Odagawa, S., Matsushita, F., Kodama, Y., Shioda, T.: Analysis of listeners\u2019 favorite music by music features. In: Proc. The International Conference on Consumer Electronics (ICCE), IEEE, pp. 427\u2013428 (2006)","DOI":"10.1109\/ICCE.2006.1598493"},{"key":"9035_CR3","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1023\/A:1008205606173","volume":"8","author":"M. Balabanovic","year":"1998","unstructured":"Balabanovic M. (1998). Exploring versus exploiting when learning user models for text recommendation. User Model. User Adapt. Interact. 8: 71\u2013102","journal-title":"User Model. User Adapt. Interact."},{"issue":"1","key":"9035_CR4","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1023\/A:1015512403706","volume":"19","author":"N. Bianchi-Berthouze","year":"2002","unstructured":"Bianchi-Berthouze N. (2002). Mining multimedia subjective feedback. J. Intell. Inf. Syst. 19(1): 43\u201359","journal-title":"J. Intell. Inf. Syst."},{"issue":"2\u20133","key":"9035_CR5","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1023\/B:USER.0000029016.80122.dd","volume":"14","author":"P. Brusilovsky","year":"2004","unstructured":"Brusilovsky P., Tasso and C. (2004). Special issue on user modeling in Web information retrieval. User Model. User Adapt. Interact. 14(2\u20133): 147\u2013288","journal-title":"User Model. User Adapt. Interact."},{"issue":"4","key":"9035_CR6","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1007\/s005210070003","volume":"9","author":"Q. Chen","year":"2006","unstructured":"Chen Q., Norcio A. and Wang J. (2006). Neural network-based stereotyping for user profiles. Neural Comput. Appl. 9(4): 259\u2013265","journal-title":"Neural Comput. Appl."},{"key":"9035_CR7","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1023\/A:1011127315884","volume":"11","author":"N.D. Chin","year":"2001","unstructured":"Chin N.D. (2001). Empirical evaluation of user models and user-adapted systems. User Model. User Adapt. Interact. 11: 181\u2013194","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR8","unstructured":"Foote, J.: Content-based retrieval of music and audio. In: Proc. Storage and Retrieval for Image and Video Databases (SPIE), vol. 3229, pp. 138\u2013147 (1997)"},{"key":"9035_CR9","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1023\/A:1008269427670","volume":"8","author":"P.J. Gmytrasiewicz","year":"1998","unstructured":"Gmytrasiewicz P.J., Noh S. and Kellogg A. (1998). Bayesian update of recursive agent models. User Model. User Adapt. Interact. 8: 48\u201369","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR10","doi-asserted-by":"crossref","unstructured":"Grimaldi, M., Cunningham, P.: Experimenting with music taste prediction by user profiling. In: Proc. Music Information Retrieval 2004 (MIR\u201904). New York, USA (2004)","DOI":"10.1145\/1026711.1026740"},{"issue":"3","key":"9035_CR11","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1023\/A:1011196000674","volume":"11","author":"U. Hanani","year":"2001","unstructured":"Hanani U., Shapira B. and Shoval P. (2001). Information filtering: overview of issues, research and systems. User Model. User Adapt. Interact. 11(3): 203\u2013259","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR12","unstructured":"Haykin, S.: Neural Networks, 2 edn. Prentice Hall (1999)"},{"key":"9035_CR13","doi-asserted-by":"crossref","unstructured":"Hoashi, K., Matsumo, K., Inoue, N.: Personalization of user profiles for content-based music retrieval based on relevance feedback. In: Proc. ACM International Conference on Multimedia 2003, pp. 110\u2013119. ACM press (2003)","DOI":"10.1145\/957013.957040"},{"issue":"6","key":"9035_CR14","first-page":"591","volume":"8","author":"L. Jeribi","year":"2002","unstructured":"Jeribi L. and Rumple B. (2002). Instance cooperative memory to improve query expansion in Information Retrieval Systems. J. Universal Comput. Sci. 8(6): 591\u2013601","journal-title":"J. Universal Comput. Sci."},{"key":"9035_CR15","doi-asserted-by":"crossref","unstructured":"Kelly, D., Belkin, N.: A user modeling system for personalized interaction and tailored retrieval in interactive information retrieval. In: Proc. 65th Asist Annual Meeting, vol. 39, pp. 316\u2013325 (2002)","DOI":"10.1002\/meet.1450390135"},{"key":"9035_CR16","doi-asserted-by":"crossref","unstructured":"Kumamoto, T.: Design and evaluation of a music retrieval scheme that adapts to the user\u2019s impressions. In: Proc. User Modeling 2005, Lecture Notes in Artificial Intelligence, vol. 3538, pp. 287\u2013296 (2005)","DOI":"10.1007\/11527886_38"},{"key":"9035_CR17","unstructured":"Lame, http:\/\/lame.sourceforge.net"},{"key":"9035_CR18","doi-asserted-by":"crossref","unstructured":"Lampropoulos, A.S., Lampropoulou, P.S., Tsihrintzis, G.A.: A middleware system for Web-based digital music libraries. In: Proc. 2005 IEEE\/WIC\/ACM International Joint Conference on Web Intelligence. Compiegne University of Technology, France (2005a)","DOI":"10.1109\/WI.2005.8"},{"key":"9035_CR19","unstructured":"Lampropoulos, A.S., Lampropoulou, P.S., Tsihrintzis, G.A.: Musical genre classification enhanced by source separation techniques. In: Proc. 6th International Conference on Music Information Retrieval, pp. 576\u2013581. London, UK (2005b)"},{"key":"9035_CR20","doi-asserted-by":"crossref","unstructured":"Lampropoulos, A.S., Sotiropoulos, D.N., Tsihrintzis, G.A.: Individualization of music similarity perception via feature subset selection. In: Proc. IEEE International Conference on Systems, Man, and Cybernetics 2004. The Hague, The Netherlands (2004)","DOI":"10.1109\/ICSMC.2004.1398357"},{"key":"9035_CR21","unstructured":"Lampropoulos, A.S., Tsihrintzis, G.A.: Semantically meaningful music retrieval with content-based features and fuzzy clustering. In: Proc. 5th International Workshop on Image Analysis for Multimedia Interactive Services. Lisboa, Portugal (2004)"},{"key":"9035_CR22","doi-asserted-by":"crossref","unstructured":"Last, M., Shapira, B., Elovici, Y., Zaafrany, O., Kandel, A.: Content-based methodology for anomaly detection on the web. In: Menasalvas, E. et\u00a0al. (eds.) Advances in Web Intelligence, vol. 2663, pp. 113\u2013123. Springer-Verlag, Lecture Notes in Artificial Intelligence (2003)","DOI":"10.1007\/3-540-44831-4_13"},{"key":"9035_CR23","doi-asserted-by":"crossref","unstructured":"Li, T., Ogihara, M., Li, Q.: A comparative study on content based music genre classification. In: Proc. 26th annual international ACM SIGIR conference on Research and development in Informaion Retrieval. Toronto, Canada (2003)","DOI":"10.1145\/860435.860487"},{"key":"9035_CR24","doi-asserted-by":"crossref","unstructured":"Magnini, B., Strapparava, C.: Improving user modeling with content-based techniques. In: Proc. User Modeling, vol. 2109, pp. 74\u201383. Lecture Notes in Artificial Intelligence (2001)","DOI":"10.1007\/3-540-44566-8_8"},{"issue":"1","key":"9035_CR25","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s00530-006-0032-2","volume":"12","author":"M. Mandel","year":"2006","unstructured":"Mandel M., Poliner G. and Ellis D. (2006). Support vector machine active learning for music retrieval ACM multimedia systems journal. ACM Multimedia Syst. J. 12(1): 3\u201313","journal-title":"ACM Multimedia Syst. J."},{"issue":"1\u20132","key":"9035_CR26","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1023\/B:VISI.0000004834.62090.74","volume":"56","author":"B. Moghaddam","year":"2004","unstructured":"Moghaddam B., Tian Q., Lesh N., Shen C. and Huang T. (2004). Visualization and user-modeling for browsing personal photo libraries. Int. J. Comput. Vision, Special Issue 56(1\u20132): 109\u2013130","journal-title":"Int. J. Comput. Vision, Special Issue"},{"issue":"2","key":"9035_CR27","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1023\/A:1023932221048","volume":"6","author":"J. Mostafa","year":"2003","unstructured":"Mostafa J., Mukhopadhyay S. and Palakal M. (2003). Simulation studies of different dimensions of users interests and their impact on user modeling and information filtering. Informat. Retrieval 6(2): 199\u2013223","journal-title":"Informat. Retrieval"},{"issue":"3","key":"9035_CR28","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1023\/A:1008287121180","volume":"7","author":"D.W. Oard","year":"1997","unstructured":"Oard D.W. (1997). The state of the art in text filtering. User Model. User Adapt. Interact. 7(3): 141\u2013178","journal-title":"User Model. User Adapt. Interact."},{"issue":"1","key":"9035_CR29","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1109\/TCE.2005.1405708","volume":"51","author":"K.S. Park","year":"2005","unstructured":"Park K.S., Yoon W.J., Lee K.K., Oh S.H. and Kim K.M. (2005). MRTB framework: a robust content-based music retrieval and browsing system. IEEE Transact. Consum. Electr. 51(1): 117\u2013122","journal-title":"IEEE Transact. Consum. Electr."},{"issue":"4","key":"9035_CR30","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1023\/A:1026238916441","volume":"13","author":"D. Pierrakos","year":"2003","unstructured":"Pierrakos D., Papatheodorou G.P.C. and Spyropoulos C. (2003). Web usage mining as a tool for personalization: a survey. User Model. User Adapt. Interact. 13(4): 311\u2013372","journal-title":"User Model. User Adapt. Interact."},{"issue":"5","key":"9035_CR31","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1109\/76.718510","volume":"8","author":"Y. Rui","year":"1998","unstructured":"Rui Y., Huang T., Ortega M. and Mehrotra S. (1998). Relevance feedback: a power tool in interactive content-based image retrieval. IEEE Transact. Circ. Syst. Video Technol. 8(5): 644\u2013655","journal-title":"IEEE Transact. Circ. Syst. Video Technol."},{"key":"9035_CR32","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1023\/A:1008225015395","volume":"8","author":"R. Sison","year":"1998","unstructured":"Sison R., Numao M. and Masamichi S. (1998). Discovering error classes from discrepancies in novice behaviors via multistrategy conceptual clustering. User Model. User Adapt. Interact. 8: 102\u2013129","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR33","unstructured":"Sotiropoulos, D.N., Lampropoulos, A.S., Tsihrintzis, G.A.: Artificial immune system-based music piece similarity measures and database organization. In: Proc. 5th EURASIP Conference on Speech and Image Processing, Multimedia Communications and Services. Smolenice, Slovak Republic (2005)"},{"key":"9035_CR34","unstructured":"Sotiropoulos, D.N., Tsihrintzis, G.A.: Feature selection-based relevance feedback in content-based retrieval systems. In: Proc. 5th International Workshop on Image Analysis for Multimedia Interactive Services. Lisboa, Portugal (2004)"},{"key":"9035_CR35","doi-asserted-by":"crossref","unstructured":"Tian, Q., Moghaddam, B., Huang, T.: Visualization, estimation and user-modeling for interactive browsing of image libraries. In: Proc. Image and Video Retrieval, vol. 2383, pp. 7\u201316. Lecture Notes in Computer Science (2002)","DOI":"10.1007\/3-540-45479-9_2"},{"key":"9035_CR36","unstructured":"Tzanetakis, G.: Manipulation, analysis and retrieval systems for audio signals. Ph.D. thesis, Princeton University (2002)"},{"issue":"3","key":"9035_CR37","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1017\/S1355771800003071","volume":"4","author":"G. Tzanetakis","year":"2000","unstructured":"Tzanetakis G. and Cook P. (2000). MARSYAS: a framework for audio analysis. Organised Sound 4(3): 169\u2013175","journal-title":"Organised Sound"},{"issue":"5","key":"9035_CR38","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1109\/TSA.2002.800560","volume":"10","author":"G. Tzanetakis","year":"2002","unstructured":"Tzanetakis G. and Cook P. (2002). Musical genre classification of audio signals. IEEE Transact. Speech Audio Process. 10(5): 293\u2013302","journal-title":"IEEE Transact. Speech Audio Process."},{"key":"9035_CR39","unstructured":"Vignoli, F., Pauws, S.: A music retrieval system based on user driven similarity and its evaluation. In: Proc. 6th International Conference on Music Information Retrieval, pp. 272\u2013279. London, UK (2005)"},{"key":"9035_CR40","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1016\/S0953-5438(98)00043-5","volume":"11","author":"M. Virvou","year":"1999","unstructured":"Virvou M. (1999). Automatic reasoning and help about human errors in using an operating system. Interact. Comput. 11: 545\u2013573","journal-title":"Interact. Comput."},{"key":"9035_CR41","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1023\/A:1008385523066","volume":"9","author":"M. Virvou","year":"1999","unstructured":"Virvou M. and Boulay B. (1999). Human plausible reasoning for intelligent help. User Model. User Adapt. Interact. 9: 321\u2013375","journal-title":"User Model. User Adapt. Interact."},{"key":"9035_CR42","doi-asserted-by":"crossref","unstructured":"Virvou, M., Kabassi, K.: Adapting the human plausible reasoning theory to a graphical user interface. In: Proc. IEEE International Conference on Systems, Man, and Cybernetics 2004. The Hague, The Netherlands (2004)","DOI":"10.1109\/TSMCA.2004.826300"},{"key":"9035_CR43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1023\/A:1008297609075","volume":"8","author":"G. Webb","year":"1997","unstructured":"Webb G. (1997). Preface to UMUAI special issue on machine learning for user modeling. User Model. User Adapt. Interact. 8: 1\u20133","journal-title":"User Model. User Adapt. Interact."},{"issue":"1\u20132","key":"9035_CR44","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1023\/A:1011117102175","volume":"11","author":"G. Webb","year":"2001","unstructured":"Webb G., Pazzani M. and Billsus D. (2001). Machine learning for user modeling. User Model. User Adapt. Interact. 11(1\u20132): 19\u201329","journal-title":"User Model. User Adapt. Interact."},{"issue":"1","key":"9035_CR45","doi-asserted-by":"crossref","first-page":"95","DOI":"10.2307\/40285487","volume":"8","author":"R.S. Wolpert","year":"1990","unstructured":"Wolpert R.S. (1990). Recognition of melody, harmonic accompaniment and instrumentation: musicians vs. non-musicians. Music Percept. 8(1): 95\u2013106","journal-title":"Music Percept."},{"issue":"1\u20132","key":"9035_CR46","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1023\/B:VISI.0000004836.59343.e9","volume":"56","author":"J. Yang","year":"2004","unstructured":"Yang J., Li Q. and Zhuang Y. (2004). Towards data-adaptive and user-adaptive image retrieval by peer indexing. Int. J. Comput Vision, Special Issue 56(1\u20132): 47\u201363","journal-title":"Int. J. Comput Vision, Special Issue"},{"issue":"4","key":"9035_CR47","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s005210070002","volume":"9","author":"R. Yasdi","year":"2000","unstructured":"Yasdi R. (2000). A literature survey on applications of neural networks for human\u2013computer interaction. Neural Comput. Appl. 9(4): 245\u2013258","journal-title":"Neural Comput. Appl."}],"container-title":["User Modeling and User-Adapted Interaction"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11257-007-9035-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11257-007-9035-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11257-007-9035-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T05:12:21Z","timestamp":1737436341000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11257-007-9035-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,9,25]]},"references-count":47,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2008,9]]}},"alternative-id":["9035"],"URL":"https:\/\/doi.org\/10.1007\/s11257-007-9035-8","relation":{},"ISSN":["0924-1868","1573-1391"],"issn-type":[{"type":"print","value":"0924-1868"},{"type":"electronic","value":"1573-1391"}],"subject":[],"published":{"date-parts":[[2007,9,25]]}}}