{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,3]],"date-time":"2025-08-03T22:58:16Z","timestamp":1754261896222,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319573502"},{"type":"electronic","value":"9783319573519"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-57351-9_36","type":"book-chapter","created":{"date-parts":[[2017,4,10]],"date-time":"2017-04-10T11:08:53Z","timestamp":1491822533000},"page":"316-328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Sparse Probabilistic Model of User Preference Data"],"prefix":"10.1007","author":[{"given":"Matthew","family":"Smith","sequence":"first","affiliation":[]},{"given":"Laurent","family":"Charlin","sequence":"additional","affiliation":[]},{"given":"Joelle","family":"Pineau","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,4,11]]},"reference":[{"key":"36_CR1","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. J. Comput. 42, 30\u201337 (2009)","journal-title":"J. Comput."},{"key":"36_CR2","unstructured":"Maxwell Harper, F., Konstan, J.A.: The movielens datasets: history and context. ACM Trans. Interact. Intell. Syst. 5(4) (2015). Article no. 19"},{"key":"36_CR3","unstructured":"ICAPS. Ipc. \n                      http:\/\/www.icaps-conference.org\/index.php\/Main\/Competitions"},{"key":"36_CR4","unstructured":"Cassandra, T.: POMDP file repository. \n                      http:\/\/www.pomdp.org\/examples\/"},{"key":"36_CR5","unstructured":"RL-GLUE. Reinforcement learning glue. \n                      http:\/\/glue.rl-community.org\/"},{"issue":"3","key":"36_CR6","first-page":"1","volume":"10","author":"JP Cointet","year":"2007","unstructured":"Cointet, J.P., Roth, C.: How realistic should knowledge diffusion models be. J. Artif. Soc. Soc. Simul. 10(3), 1\u201311 (2007)","journal-title":"J. Artif. Soc. Soc. Simul."},{"key":"36_CR7","unstructured":"Leskovec, J.: Dynamics of large networks. Ph.D. thesis, Carnegie Mellon University (2008)"},{"issue":"2","key":"36_CR8","first-page":"461","volume":"9","author":"DB Rubin","year":"1993","unstructured":"Rubin, D.B.: Discussion statistical disclosure limitation. JOS 9(2), 461\u2013468 (1993)","journal-title":"JOS"},{"key":"36_CR9","unstructured":"Salakhutdinov, R., Mnih, A.: Probabilistic matrix factorization. In: NIPS, pp. 1257\u20131264 (2008)"},{"key":"36_CR10","doi-asserted-by":"crossref","unstructured":"Pasinato, M., Mello, C.E., Aufaure, M.A., Zimbro, G.: Generating synthetic data for context-aware recommender systems. In: BRICS-CCI CBIC 2013","DOI":"10.1109\/BRICS-CCI-CBIC.2013.99"},{"issue":"4","key":"36_CR11","doi-asserted-by":"publisher","first-page":"18","DOI":"10.4304\/jcp.1.4.18-29","volume":"1","author":"KHL Tso","year":"2006","unstructured":"Tso, K.H.L., Schmidt-Thieme, L.: Empirical analysis of attribute-aware recommender system algorithms using synthetic data. J. Comput. 1(4), 18\u201329 (2006)","journal-title":"J. Comput."},{"key":"36_CR12","unstructured":"Caron, F., Fox, E.B.: Sparse graphs using exchangeable random measures. ArXiv e-prints, January 2014"},{"issue":"2","key":"36_CR13","doi-asserted-by":"publisher","first-page":"026118","DOI":"10.1103\/PhysRevE.64.026118","volume":"64","author":"MEJ Newman","year":"2001","unstructured":"Newman, M.E.J., Strogatz, S.H., Watts, D.J.: Random graphs with arbitrary degree distributions and their applications. Phys. Rev. E 64(2), 026118 (2001)","journal-title":"Phys. Rev. E"},{"key":"36_CR14","unstructured":"Hu, Y., Koren, Y., Volinsky, C.: Collaborative filtering for implicit feedback datasets. In: Data Mining, 2008, pp. 263\u2013272. IEEE, ICDM 2008 (2008)"},{"issue":"4","key":"36_CR15","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1016\/0047-259X(81)90099-3","volume":"11","author":"DJ Aldous","year":"1981","unstructured":"Aldous, D.J.: Representations for partially exchangeable arrays of random variables. J. Multivar. Anal. 11(4), 581\u2013598 (1981)","journal-title":"J. Multivar. Anal."},{"key":"36_CR16","unstructured":"Hoover, D.N.: Relations on probability spaces and arrays of random variables. Technical report, Institute for Advanced Study, Princeton, NJ (1979)"},{"key":"36_CR17","unstructured":"Hernandez-Lobato, J.M., Houlsby, N., Ghahramani, Z.: Stochastic inference for scalable probabilistic modeling of binary matrices. In: ICML (2014)"},{"key":"36_CR18","unstructured":"Gopalan, P., Hofman, J.M., Blei, D.M.: Scalable recommendation with hierarchical Poisson factorization. In: UAI (2015)"},{"key":"36_CR19","unstructured":"Bertin-Mahieux, T., Ellis, D.P.W., Whitman, B., Lamere, P.: The million song dataset. In: Proceedings of 12th ISMIR (2011)"},{"key":"36_CR20","doi-asserted-by":"crossref","unstructured":"Tang, J., Gao, H., Liu, H.: eTrust: discerning multi-faceted trust in a connected world. In: ACM International Conference on Web Search and Data Mining (2012)","DOI":"10.1145\/2124295.2124309"},{"key":"36_CR21","doi-asserted-by":"crossref","unstructured":"Tang, J., Gao, H., Liu, H., Das Sarma, A.: eTrust: Understanding trust evolution in an online world. In: Proceedings of the 18th ACM SIGKDD, pp. 253\u2013261. ACM (2012)","DOI":"10.1145\/2339530.2339574"},{"key":"36_CR22","doi-asserted-by":"crossref","unstructured":"Ziegler, C.-N., McNee, S.M., Konstan, J.A., Lausen, G.: Improving recommendation lists through topic diversification. In: Proceedings of WWW (2005)","DOI":"10.1145\/1060745.1060754"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-57351-9_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T02:07:24Z","timestamp":1558318044000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-57351-9_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319573502","9783319573519"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-57351-9_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"11 April 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Canadian AI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canadian Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Edmonton","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 May 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 May 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"canadianai2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/aigicrv.org\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}