{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T15:58:50Z","timestamp":1761580730350,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,11,2]],"date-time":"2009-11-02T00:00:00Z","timestamp":1257120000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,11,2]]},"DOI":"10.1145\/1645953.1646051","type":"proceedings-article","created":{"date-parts":[[2009,11,10]],"date-time":"2009-11-10T18:36:45Z","timestamp":1257878205000},"page":"767-776","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering"],"prefix":"10.1145","author":[{"given":"Hao","family":"Ma","sequence":"first","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haixuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Royal Holloway University of London, London, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irwin","family":"King","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael R.","family":"Lyu","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2009,11,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245124"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/2074094.2074100"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/564376.564419"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87479-9_30"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312682"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223929"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860483"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963774"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963775"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1008992.1009051"},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of CIMCA","author":"Kohrs A.","year":"1999","unstructured":"A. Kohrs and B. Merialdo . Clustering for collaborative filtering applications . In Proceedings of CIMCA , 1999 . A. Kohrs and B. Merialdo. Clustering for collaborative filtering applications. In Proceedings of CIMCA, 1999."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245126"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390334.1390351"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277751"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1571978"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458205"},{"key":"e_1_3_2_1_19_1","volume-title":"Advances in Neural Information Processing Systems 16","author":"Marlin B.","year":"2004","unstructured":"B. Marlin . Modeling user rating profiles for collaborative filtering . In S. Thrun, L. Saul, and B. Sch\u00f6lkopf, editors, Advances in Neural Information Processing Systems 16 . MIT Press , Cambridge, MA , 2004 . B. Marlin. Modeling user rating profiles for collaborative filtering. In S. Thrun, L. Saul, and B. Sch\u00f6lkopf, editors, Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, 2004."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007369909943"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102441"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390267"},{"key":"e_1_3_2_1_24_1","first-page":"1257","volume-title":"Advances in Neural Information Processing Systems 20","author":"Salakhutdinov R.","year":"2008","unstructured":"R. Salakhutdinov and A. Mnih . Probabilistic matrix factorization . In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20 , pages 1257 -- 1264 . MIT Press , Cambridge, MA , 2008 . R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1257--1264. MIT Press, Cambridge, MA, 2008."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/289444.289509"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009804230409"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223931"},{"key":"e_1_3_2_1_29_1","volume-title":"ICML '03: Proceedings of the 20th International Conference on Machine Learning","author":"Si L.","year":"2003","unstructured":"L. Si and R. Jin . Flexible mixture model for collaborative filtering . In ICML '03: Proceedings of the 20th International Conference on Machine Learning , 2003 . L. Si and R. Jin. Flexible mixture model for collaborative filtering. In ICML '03: Proceedings of the 20th International Conference on Machine Learning, 2003."},{"key":"e_1_3_2_1_30_1","first-page":"720","volume-title":"Weighted low-rank approximations","author":"Srebro N.","year":"2003","unstructured":"N. Srebro and T. Jaakkola . Weighted low-rank approximations . In T. Fawcett and N. Mishra, editors, ICML, pages 720 -- 727 . AAAI Press , 2003 . N. Srebro and T. Jaakkola. Weighted low-rank approximations. In T. Fawcett and N. Mishra, editors, ICML, pages 720--727. AAAI Press, 2003."},{"key":"e_1_3_2_1_31_1","volume-title":"NIPS","author":"Srebro N.","year":"2004","unstructured":"N. Srebro , J. D. M. Rennie , and T. Jaakkola . Maximum-margin matrix factorization . In NIPS , 2004 . N. Srebro, J. D. M. Rennie, and T. Jaakkola. Maximum-margin matrix factorization. In NIPS, 2004."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245122"},{"key":"e_1_3_2_1_33_1","series-title":"Series B (Statistical Methodology), 61(3):611--622","volume-title":"Probabilistic principal component analysis. Journal of the Royal Statistical Society","author":"Tipping M. E.","year":"1999","unstructured":"M. E. Tipping and C. M. Bishop . Probabilistic principal component analysis. Journal of the Royal Statistical Society . Series B (Statistical Methodology), 61(3):611--622 , 1999 . M. E. Tipping and C. M. Bishop. Probabilistic principal component analysis. Journal of the Royal Statistical Society. Series B (Statistical Methodology), 61(3):611--622, 1999."},{"key":"e_1_3_2_1_34_1","volume-title":"Learning from incomplete ratings using non-negative matrix factorization","author":"Zhang S.","year":"2006","unstructured":"S. Zhang , W. Wang , J. Ford , and F. Makedon . Learning from incomplete ratings using non-negative matrix factorization . In J. Ghosh, D. Lambert, D. B. Skillicorn, and J. Srivastava, editors, SDM. SIAM , 2006 . S. Zhang, W. Wang, J. Ford, and F. Makedon. Learning from incomplete ratings using non-negative matrix factorization. In J. Ghosh, D. Lambert, D. B. Skillicorn, and J. Srivastava, editors, SDM. SIAM, 2006."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277752"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367517"},{"key":"e_1_3_2_1_37_1","first-page":"1721","volume-title":"Advances in Neural Information Processing Systems 20","author":"Zhu S.","year":"2008","unstructured":"S. Zhu , K. Yu , and Y. Gong . Predictive matrix-variate t models . In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20 , pages 1721 -- 1728 . MIT Press , Cambridge, MA , 2008 . S. Zhu, K. Yu, and Y. Gong. Predictive matrix-variate t models. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1721--1728. MIT Press, Cambridge, MA, 2008."}],"event":{"name":"CIKM '09: Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Hong Kong China","acronym":"CIKM '09"},"container-title":["Proceedings of the 18th ACM conference on Information and knowledge management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1645953.1646051","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1645953.1646051","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:41:28Z","timestamp":1750250488000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1645953.1646051"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,11,2]]},"references-count":37,"alternative-id":["10.1145\/1645953.1646051","10.1145\/1645953"],"URL":"https:\/\/doi.org\/10.1145\/1645953.1646051","relation":{},"subject":[],"published":{"date-parts":[[2009,11,2]]},"assertion":[{"value":"2009-11-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}