{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T06:21:08Z","timestamp":1742970068837,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319445632"},{"type":"electronic","value":"9783319445649"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","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":[[2016]]},"DOI":"10.1007\/978-3-319-44564-9_10","type":"book-chapter","created":{"date-parts":[[2016,8,22]],"date-time":"2016-08-22T02:00:36Z","timestamp":1471831236000},"page":"123-134","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Improving Profiles of Weakly-Engaged Users"],"prefix":"10.1007","author":[{"given":"Gaurav","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amin","family":"Mantrach","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabrizio","family":"Silvestri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,23]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Agarwal, D., Chen, B.: Regression-based latent factor models. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, 28 June\u20131 July 2009, pp. 19\u201328 (2009)","DOI":"10.1145\/1557019.1557029"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Attenberg, J., Pandey, S., Suel, T.: Modeling and predicting user behavior in sponsored search. In: Proceedings of the 15th ACM SIGKDD international conference on Knowledge Discovery and Data Mining, pp. 1067\u20131076. ACM (2009)","DOI":"10.1145\/1557019.1557135"},{"key":"10_CR3","unstructured":"Bouchard, G., Yin, D., Guo, S.: Convex collective matrix factorization. In: AISTATS, vol. 31. JMLR Proceedings, pp. 144\u2013152 (2013). JMLR.org"},{"issue":"4","key":"10_CR4","doi-asserted-by":"publisher","first-page":"1956","DOI":"10.1137\/080738970","volume":"20","author":"J-F Cai","year":"2010","unstructured":"Cai, J.-F., Cand\u00e8s, E.J., Shen, Z.: A singular value thresholding algorithm for matrix completion. SIAM J. Optim. 20(4), 1956\u20131982 (2010)","journal-title":"SIAM J. Optim."},{"issue":"1","key":"10_CR5","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1007\/s11257-010-9072-6","volume":"20","author":"P Meo De","year":"2010","unstructured":"De Meo, P., Quattrone, G., Ursino, D.: A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folksonomy. User Model. User-Adap. Inter. 20(1), 41\u201386 (2010)","journal-title":"User Model. User-Adap. Inter."},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Gjoka, M., Sirivianos, M., Markopoulou, A., Yang, X.: Poking facebook: characterization of osn applications. In: Proceedings of the first workshop on Online social networks, pp. 31\u201336. ACM (2008)","DOI":"10.1145\/1397735.1397743"},{"issue":"7","key":"10_CR7","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1109\/TNNLS.2012.2197827","volume":"23","author":"N Guan","year":"2012","unstructured":"Guan, N., Tao, D., Luo, Z., Yuan, B.: Online nonnegative matrix factorization with robust stochastic approximation. IEEE Trans. Neural Networks Learn. Syst. 23(7), 1087\u20131099 (2012)","journal-title":"IEEE Trans. Neural Networks Learn. Syst."},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Hu, Y., Koren, Y., Volinsky, C.: Collaborative filtering for implicit feedback datasets. In: Eighth IEEE International Conference on Data Mining, ICDM 2008, pp. 263\u2013272. IEEE (2008)","DOI":"10.1109\/ICDM.2008.22"},{"key":"10_CR9","unstructured":"Lee, D.D., Seung, H.S.: Algorithms for non-negative matrix factorization. In: Advances in neural information processing systems, pp. 556\u2013562 (2000)"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Lefevre, A., Bach, F., F\u00e9votte, C.: Online algorithms for nonnegative matrix factorization with the itakura-saito divergence. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp. 313\u2013316. IEEE (2011)","DOI":"10.1109\/ASPAA.2011.6082314"},{"issue":"6","key":"10_CR11","doi-asserted-by":"publisher","first-page":"1589","DOI":"10.1109\/TNN.2007.895831","volume":"18","author":"C-J Lin","year":"2007","unstructured":"Lin, C.-J.: On the convergence of multiplicative update algorithms for nonnegative matrix factorization. IEEE Trans. Neural Networks 18(6), 1589\u20131596 (2007)","journal-title":"IEEE Trans. Neural Networks"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Manzato, M.G., Goularte, R.: A multimedia recommender system based on enriched user profiles. In: Proceedings of the 27th Annual ACM Symposium on Applied Computing, SAC 2012, pp. 975\u2013980. ACM, New York (2012)","DOI":"10.1145\/2245276.2245466"},{"key":"10_CR13","unstructured":"Popescul, A., Pennock, D.M., Lawrence, S.: Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments. In: Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence, pp. 437\u2013444. Morgan Kaufmann Publishers Inc. (2001)"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Saveski, M., Mantrach, A.: Item cold-start recommendations: learning local collective embeddings. In: Eighth ACM Conference on Recommender Systems, RecSys 2014, Foster City, 06\u201310 October 2014, pp. 89\u201396 (2014)","DOI":"10.1145\/2645710.2645751"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Singh, A.P., Gordon, G.J.: Relational learning via collective matrix factorization. In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008, pp. 650\u2013658. ACM, New York (2008)","DOI":"10.1145\/1401890.1401969"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Xu, W., Liu, X., Gong, Y.: Document clustering based on non-negative matrix factorization. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, pp. 267\u2013273. ACM (2003)","DOI":"10.1145\/860484.860485"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Yin, D., Guo, S., Chidlovskii, B., Davison, B.D., Archambeau, C., Bouchard, G.: Connecting comments and tags: improved modeling of social tagging systems. In: Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, 4\u20138 February 2013, pp. 547\u2013556 (2013)","DOI":"10.1145\/2433396.2433466"}],"container-title":["Lecture Notes in Computer Science","Experimental IR Meets Multilinguality, Multimodality, and Interaction"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-44564-9_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,19]],"date-time":"2023-08-19T19:55:14Z","timestamp":1692474914000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-44564-9_10"}},"subtitle":["With Applications to Recommender Systems"],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319445632","9783319445649"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-44564-9_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"23 August 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CLEF","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference of the Cross-Language Evaluation Forum for European Languages","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"\u00c9vora","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2016","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":"clef2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}