{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T00:51:12Z","timestamp":1773449472717,"version":"3.50.1"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319066073","type":"print"},{"value":"9783319066080","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-06608-0_38","type":"book-chapter","created":{"date-parts":[[2014,5,8]],"date-time":"2014-05-08T01:40:40Z","timestamp":1399513240000},"page":"461-472","source":"Crossref","is-referenced-by-count":6,"title":["Self-training Temporal Dynamic Collaborative Filtering"],"prefix":"10.1007","author":[{"given":"Cheng","family":"Luo","sequence":"first","affiliation":[]},{"given":"Xiongcai","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Nipa","family":"Chowdhury","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"38_CR1","unstructured":"MovieLens 100K dataset (2003), http:\/\/www.grouplens.org\/data\/"},{"key":"38_CR2","unstructured":"HetRec MovieLens dataset (2011), http:\/\/www.grouplens.org\/node\/462"},{"issue":"1","key":"38_CR3","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1287\/mksc.1080.0371","volume":"28","author":"T.S. Chung","year":"2009","unstructured":"Chung, T.S., Rust, R.T., Wedel, M.: My mobile music: An adaptive personalization system for digital audio players. Marketing Science\u00a028(1), 52\u201368 (2009)","journal-title":"Marketing Science"},{"key":"38_CR4","doi-asserted-by":"crossref","unstructured":"Cremonesi, P., Koren, Y., Turrin, R.: Performance of recommender algorithms on top-n recommendation tasks. In: RecSys 2010, pp. 39\u201346 (2010)","DOI":"10.1145\/1864708.1864721"},{"key":"38_CR5","doi-asserted-by":"crossref","unstructured":"Diaz-Aviles, E., Drumond, L., Gantner, Z., Schmidt-Thieme, L., Nejdl, W.: What is happening right now ... that interests me?: online topic discovery and recommendation in twitter. In: CIKM 2012, pp. 1592\u20131596 (2012)","DOI":"10.1145\/2396761.2398479"},{"key":"38_CR6","doi-asserted-by":"crossref","unstructured":"Ding, Y., Li, X.: Time weight collaborative filtering. In: CIKM 2005, pp. 485\u2013492 (2005)","DOI":"10.1145\/1099554.1099689"},{"key":"38_CR7","doi-asserted-by":"crossref","unstructured":"Grimes, D.B., Shon, A.P., Rao, R.P.N.: Probabilistic bilinear models for appearance-based vision. In: ICCV 2003, pp. 1478\u20131485 (2003)","DOI":"10.1109\/ICCV.2003.1238665"},{"issue":"16","key":"38_CR8","doi-asserted-by":"publisher","first-page":"12398","DOI":"10.1016\/j.eswa.2012.04.082","volume":"39","author":"W. Hong","year":"2012","unstructured":"Hong, W., Li, L., Li, T.: Product recommendation with temporal dynamics. Expert Systems with Applications\u00a039(16), 12398\u201312406 (2012)","journal-title":"Expert Systems with Applications"},{"key":"38_CR9","doi-asserted-by":"crossref","unstructured":"Jeong, B., Lee, J., Cho, H.: An iterative semi-explicit rating method for building collaborative recommender systems. Expert Systems Applications\u00a036(3), 6181\u20136186","DOI":"10.1016\/j.eswa.2008.07.085"},{"key":"38_CR10","unstructured":"Kantor, P.B.: Recommender systems handbook (2009)"},{"key":"38_CR11","doi-asserted-by":"crossref","unstructured":"Koren, Y.: Collaborative filtering with temporal dynamics. In: SIGKDD 2009, pp. 447\u2013456 (2009)","DOI":"10.1145\/1557019.1557072"},{"key":"38_CR12","doi-asserted-by":"crossref","unstructured":"Liu, N.N., Zhao, M., Xiang, E., Yang, Q.: Online evolutionary collaborative filtering. In: RecSys 2010, pp. 95\u2013102 (2010)","DOI":"10.1145\/1864708.1864729"},{"key":"38_CR13","doi-asserted-by":"crossref","unstructured":"Lu, Z., Agarwal, D., Dhillon, I.S.: A spatio-temporal approach to collaborative filtering. In: RecSys 2009, pp. 13\u201320 (2009)","DOI":"10.1145\/1639714.1639719"},{"key":"38_CR14","doi-asserted-by":"crossref","unstructured":"Rong, P., Yunhong, Z., Bin, C., Liu, N.N., Lukose, R., Scholz, M., Qiang, Y.: One-class collaborative filtering. In: ICDM 2008, pp. 502\u2013511 (2008)","DOI":"10.1109\/ICDM.2008.16"},{"key":"38_CR15","doi-asserted-by":"crossref","unstructured":"Salakhutdinov, R., Mnih, A.: Bayesian probabilistic matrix factorization using markov chain monte carlo. In: ICML 2008, vol.\u00a025, pp. 880\u2013887 (2008)","DOI":"10.1145\/1390156.1390267"},{"issue":"2","key":"38_CR16","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1109\/78.978374","volume":"50","author":"M. Sanjeev Arulampalam","year":"2002","unstructured":"Sanjeev Arulampalam, M., Maskell, S., Gordon, N., Clapp, T.: A tutorial on particle filters for online nonlinear\/non-gaussian bayesian tracking. IEEE Transactions on Signal Processing\u00a050(2), 174\u2013188 (2002)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"38_CR17","doi-asserted-by":"crossref","unstructured":"Sindhwani, V., Bucak, S.S., Hu, J., Mojsilovic, A.: One-class matrix completion with low-density factorizations. In: ICDM 2010, pp. 1055\u20131060 (2010)","DOI":"10.1109\/ICDM.2010.164"},{"key":"38_CR18","doi-asserted-by":"crossref","unstructured":"Steck, H.: Training and testing of recommender systems on data missing not at random. In: SIGKDD 2010, pp. 713\u2013722 (2010)","DOI":"10.1145\/1835804.1835895"},{"key":"38_CR19","doi-asserted-by":"crossref","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Advances in Artificial Intelligent 2009, 4:2 (2009)","DOI":"10.1155\/2009\/421425"},{"key":"38_CR20","doi-asserted-by":"crossref","unstructured":"Xiong, L., Chen, X., Huang, T.-K., Schneider, J., Carbonell, J.G.: Temporal collaborative filtering with bayesian probabilistic tensor factorization. In: Proceedings of SIAM Data Mining (2010)","DOI":"10.1137\/1.9781611972801.19"},{"key":"38_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, W., Chen, T., Wang, J., Yu, Y.: Optimizing top-n collaborative filtering via dynamic negative item sampling. In: SIGIR 2013, pp. 785\u2013788 (2013)","DOI":"10.1145\/2484028.2484126"},{"key":"38_CR22","unstructured":"Zhu, X.: Semi-supervised learning literature survey (2006)"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-06608-0_38","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T20:50:25Z","timestamp":1746219025000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-06608-0_38"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319066073","9783319066080"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-06608-0_38","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}