{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T06:42:27Z","timestamp":1757313747668,"version":"3.41.0"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319698991"},{"type":"electronic","value":"9783319699004"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-69900-4_10","type":"book-chapter","created":{"date-parts":[[2017,10,31]],"date-time":"2017-10-31T01:42:58Z","timestamp":1509414178000},"page":"77-83","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Matrix Factorization &amp; Clustering Based Approach for Transfer Learning"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6828-0211","authenticated-orcid":false,"given":"V.","family":"Sowmini Devi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5571-839X","authenticated-orcid":false,"given":"Vineet","family":"Padmanabhan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2482-8948","authenticated-orcid":false,"given":"Arun K.","family":"Pujari","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,1]]},"reference":[{"key":"10_CR1","unstructured":"Srebro, N., Rennie, J.D.M., Jaakkola, T.S.: Maximum-margin matrix factorization. In: NIPS, vol. 17, pp. 1329\u20131336 (2004)"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Sowmini, V., Venkateswara Rao, K., Pujari, A.K., Padmanabhan, V.: Collaborative filtering by pso-based MMMF. In: Systems, Man and Cybernetics (SMC), pp. 569\u2013574. IEEE (2014)","DOI":"10.1109\/SMC.2014.6973968"},{"key":"10_CR3","unstructured":"Ruslan, S., Mnih, A.: Probabilistic matrix factorization. In: NIPS, vol. 1 (2007)"},{"issue":"10","key":"10_CR4","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"SJ Pan","year":"2010","unstructured":"Pan, S.J., Yang, Q.: A survey on transfer learning. IEEE Trans. Knowl. Data Eng. 22(10), 1345\u20131359 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10_CR5","first-page":"2052","volume":"9","author":"B Li","year":"2009","unstructured":"Li, B., Yang, Q., Xue, X.: Can movies and books collaborate? cross-domain collaborative filtering for sparsity reduction. IJCAI 9, 2052\u20132057 (2009)","journal-title":"IJCAI"},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"912","DOI":"10.1016\/j.neucom.2015.08.046","volume":"173","author":"K Ji","year":"2016","unstructured":"Ji, K., Sun, R., Li, X., Shu, W.: Improving matrix approximation for recommendation via a clustering-based reconstructive method. Neurocomputing 173, 912\u2013920 (2016)","journal-title":"Neurocomputing"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Pan, W., Xiang, E.W., Nan Liu, N., Yang, Q.: Transfer learning in collaborative filtering for sparsity reduction. In: AAAI, vol. 10, pp. 230\u2013235 (2010)","DOI":"10.1609\/aaai.v24i1.7578"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 42(8) (2009)","DOI":"10.1109\/MC.2009.263"},{"key":"10_CR9","unstructured":"Wu, M.: Collaborative filtering via ensembles of matrix factorizations. In: Proceedings of KDD Cup and Workshop, vol. 2007 (2007)"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Rennie, J.D.M., Srebro, N.: Fast maximum margin matrix factorization for collaborative prediction. In: ICML, pp. 713\u2013719 (2005)","DOI":"10.1145\/1102351.1102441"},{"key":"10_CR11","unstructured":"Anil, K.J., Dubes, R.C.: Algorithms for clustering data. Prentice-Hall Inc. (1988)"},{"key":"10_CR12","unstructured":"Ng, A.Y., Jordan, M.I., Weiss, Y., et al.: On spectral clustering: analysis and an algorithm. In: NIPS, vol. 14, pp. 849\u2013856 (2001)"},{"key":"10_CR13","unstructured":"Rosenstein, M.T., Marx, Z., Kaelbling, L.P., Dietterich, T.G.: To transfer or not to transfer. In: NIPS 2005 Workshop on Transfer Learning, vol. 898 (2005)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Machine Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-69900-4_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T20:11:30Z","timestamp":1750968690000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-69900-4_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319698991","9783319699004"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-69900-4_10","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":"1 November 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PReMI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition and Machine Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kolkata","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","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":"5 December 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 December 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"premi2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.isical.ac.in\/~premi17","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}