{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,11,19]],"date-time":"2023-11-19T00:36:38Z","timestamp":1700354198985},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,4,16]],"date-time":"2016-04-16T00:00:00Z","timestamp":1460764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2016YJS028"],"award-info":[{"award-number":["2016YJS028"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"name":"National Natural Science Foundation of China under Grant","award":["61401015"],"award-info":[{"award-number":["61401015"]}]},{"name":"National Natural Science Foundation of China under Grant","award":["61271308"],"award-info":[{"award-number":["61271308"]}]},{"name":"A Funder not found in FundRef","award":["abc-123"],"award-info":[{"award-number":["abc-123"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Inf Syst"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s10844-016-0407-6","type":"journal-article","created":{"date-parts":[[2016,4,16]],"date-time":"2016-04-16T04:12:49Z","timestamp":1460779969000},"page":"233-246","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Recommendation using DMF-based fine tuning method"],"prefix":"10.1007","volume":"47","author":[{"given":"Zhiyuan","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Yun","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Guandong","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Guixun","family":"Luo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,4,16]]},"reference":[{"issue":"6","key":"407_CR1","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius, G., & Tuzhilin, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6), 734\u2013749.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"407_CR2","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.knosys.2013.03.012","volume":"46","author":"J Bobadilla","year":"2013","unstructured":"Bobadilla, J., Ortega, F., & Hernando, A. (2013). Recommender systems survey. Knowledge-Based Systems, 46, 109\u2013132.","journal-title":"Knowledge-Based Systems"},{"key":"407_CR3","doi-asserted-by":"crossref","unstructured":"Bokde, D., Girase, S., & Mukhopadhyay, D. (2015). Matrix factorization model in collaborative filtering algorithms: A survey. In Proceedings of 4th international conference on advances in computing, communication and control (pp. 136\u2013146).","DOI":"10.1016\/j.procs.2015.04.237"},{"key":"407_CR4","unstructured":"Dueck, D., & Frey, B.J. (2004). Probabilistic sparse matrix factorization. Technical report PSI TR, 2004\u2013023."},{"issue":"4","key":"407_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2641564","volume":"32","author":"R Forsati","year":"2014","unstructured":"Forsati, R., Mahdavi, M., Shamsfard, M., & Sarwat, M. (2014). Matrix factorization with explicit trust and distrust side information for improved social recommendation. ACM Transactions on Information Systems, 32(4), 1\u201338.","journal-title":"ACM Transactions on Information Systems"},{"key":"407_CR6","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s11192-015-1595-5","volume":"104","author":"MC Kim","year":"2015","unstructured":"Kim, M.C., & Chen, C. (2015). A scientometric review of emerging trends and new developments in recommendation systems. Scientometrics, 104, 239\u2013263.","journal-title":"Scientometrics"},{"key":"407_CR7","doi-asserted-by":"crossref","unstructured":"Koren, Y. (2008). Factorization meets the neighborhood: A multifaceted collaborative filtering model. In Proceedings of the 14th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 426\u2013434).","DOI":"10.1145\/1401890.1401944"},{"issue":"8","key":"407_CR8","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., & Volinsky, C. (2009). Matrix factorization techniques for recommender systems. Computer, 42(8), 30\u201337.","journal-title":"Computer"},{"issue":"6755","key":"407_CR9","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee, D.D., & Seung, H.S. (1999). Learning the parts of objects by non-negative matrix factorization. Nature, 401(6755), 788\u2013791.","journal-title":"Nature"},{"key":"407_CR10","unstructured":"Lee, D.D., & Seung, H.S. (2000). Algorithms for non-negative matrix factorization. In Proceedings of neural information processing systems."},{"issue":"3","key":"407_CR11","doi-asserted-by":"crossref","first-page":"838","DOI":"10.1016\/j.dss.2013.04.002","volume":"55","author":"JT Liu","year":"2013","unstructured":"Liu, J.T., Wu, C.H., & Liu, W.Y. (2013). Bayesian Probabilistic Matrix Factorization with Social Relations and Item Contents for recommendation. Decision Support Systems, 55(3), 838\u2013850.","journal-title":"Decision Support Systems"},{"issue":"2","key":"407_CR12","doi-asserted-by":"crossref","first-page":"774","DOI":"10.1016\/j.eswa.2014.08.044","volume":"42","author":"W Liu","year":"2015","unstructured":"Liu, W., Wu, C.H., Feng, B., & Liu, J.T. (2015). Conditional preference in recommender systems. Expert Systems with Applications, 42(2), 774\u2013788.","journal-title":"Expert Systems with Applications"},{"issue":"1","key":"407_CR13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.physrep.2012.02.006","volume":"519","author":"LY Lu","year":"2012","unstructured":"Lu, L.Y., Medo, M., Yeung, C.H., Zhang, Y.C., & Zhang, Z.K. (2012). Recommender systems. Physics Reports, 519(1), 1\u201349.","journal-title":"Physics Reports"},{"issue":"2","key":"407_CR14","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1109\/TII.2014.2308433","volume":"10","author":"X Luo","year":"2014","unstructured":"Luo, X., Zhou, M., Xia, Y., & Zhu, Q.S. (2014). An efficient non-negative matrix-factorization-based approach to collaborative filtering for recommender systems. IEEE Transactions on Industrial Informatics, 10(2), 1273\u20131284.","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"407_CR15","doi-asserted-by":"crossref","unstructured":"Ma, H., King, I., & Lyu, M.R. (2009a). Learning to recommend with social trust ensemble. In Proceedings of the 32nd international ACM SIGIR conference on research and development in information retrieval (pp. 203\u2013210).","DOI":"10.1145\/1571941.1571978"},{"key":"407_CR16","doi-asserted-by":"crossref","unstructured":"Ma, H., Lyu, M.R., & King, I. (2009b). Learning to recommend with trust and distrust relationships. In Proceedings of the 3rd ACM conference on recommender systems (pp. 189\u2013196).","DOI":"10.1145\/1639714.1639746"},{"key":"407_CR17","doi-asserted-by":"crossref","unstructured":"Ma, H., Zhou, D., Liu, C., Lyu, M.R., & King, I. (2011a). Recommender systems with social regularization. In Proceedings of the forth international conference on web search and web data mining (pp. 287\u2013296).","DOI":"10.1145\/1935826.1935877"},{"issue":"2","key":"407_CR18","first-page":"219","volume":"29","author":"H Ma","year":"2011","unstructured":"Ma, H., Zhou, D.C., Lyu, M.R., & King, I. (2011b). Improving recommender systems by incorporating social contextual information. ACM Transactions on Information Systems, 29(2), 219\u2013230.","journal-title":"ACM Transactions on Information Systems"},{"issue":"2","key":"407_CR19","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1007\/s10489-012-0421-5","volume":"39","author":"L Marin","year":"2013","unstructured":"Marin, L., Isern, D., & Moreno, A. (2013). Dynamic adaptation of numerical attributes in a user profile. Applied Intelligence, 39(2), 421\u2013437.","journal-title":"Applied Intelligence"},{"key":"407_CR20","doi-asserted-by":"crossref","unstructured":"Massa, P., & Avesani, P. (2004). Trust-aware collaborative filtering for recommender systems. Lecture Notes in Computer Science, 492\u2013508.","DOI":"10.1007\/978-3-540-30468-5_31"},{"key":"407_CR21","doi-asserted-by":"crossref","unstructured":"Massa, P., & Avesani, P. (2009). Trust metrics in recommender systems. In Computing with social trust (pp. 259\u2013285).","DOI":"10.1007\/978-1-84800-356-9_10"},{"key":"407_CR22","unstructured":"Melville, P., Mooney, R.J., & Nagarajan, R. (2002). Content-boosted collaborative filtering for improved recommendations. In Proceedings of the 18th national conference on artificial intelligence (pp. 187\u2013192)."},{"issue":"7","key":"407_CR23","doi-asserted-by":"crossref","first-page":"1763","DOI":"10.1109\/TKDE.2013.168","volume":"26","author":"X Qian","year":"2014","unstructured":"Qian, X., Zhao, G., & Mei, T. (2014). Personalized recommendation combining user interest and social circle. IEEE Transactions on Knowledge and Data Engineerning, 26(7), 1763\u20131777.","journal-title":"IEEE Transactions on Knowledge and Data Engineerning"},{"key":"407_CR24","doi-asserted-by":"crossref","unstructured":"Resnik, P., Iacovou, N., Suchak, M., Bergsorm, P., & Riedl, J. (1994). Grouplens: An open architecture for collaborative filtering of netnews. In Proceedings of the ACM conference on computer supported cooperative work (pp. 175\u2013186).","DOI":"10.1145\/192844.192905"},{"key":"407_CR25","doi-asserted-by":"crossref","unstructured":"Salakhutdinov, R., & Mnih, A. (2008a). Bayesian probabilistic matrix factorization using Markov chain Monte Carlo. In Proceedings of the 25th international conference on machine learning (pp. 880\u2013887).","DOI":"10.1145\/1390156.1390267"},{"key":"407_CR26","unstructured":"Salakhutdinov, R., & Mnih, A. (2008b). Probabilistic matrix factorization. In Proceedings of the 22nd annual conference on neural information processing system (pp. 1257\u20131264)."},{"key":"407_CR27","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., & Reidl, J. (2001). Item based collaborative filtering recommendation algorithms. In Proceedings 10th international conference on world wide web (pp. 285\u2013295).","DOI":"10.1145\/371920.372071"},{"key":"407_CR28","doi-asserted-by":"crossref","unstructured":"Shan, H., & Banerjee, A. (2010). Generalized probabilistic matrix factorizations for collaborative filtering. In The 10th IEEE international conference on data mining (pp. 1025\u20131030).","DOI":"10.1109\/ICDM.2010.116"},{"issue":"4","key":"407_CR29","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1145\/2501654.2501661","volume":"45","author":"W Sherchan","year":"2013","unstructured":"Sherchan, W., Nepal, S., & Paris, C. (2013). A survey of trust in social networks. ACM Computing Surveys, 45(4), 115\u2013123.","journal-title":"ACM Computing Surveys"},{"key":"407_CR30","doi-asserted-by":"crossref","unstructured":"Wierzowiecki, G., & Wierzbicki, A. (2010). Efficient and correct trust propagation using closelook. In IEEE\/WIC\/ACM international conference on web intelligence and intelligent agent technology (pp. 676\u2013681).","DOI":"10.1109\/WI-IAT.2010.129"},{"issue":"3","key":"407_CR31","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1007\/s10489-015-0681-y","volume":"43","author":"Z Zhang","year":"2015","unstructured":"Zhang, Z., & Liu, H. (2015). Social recommendation model combining trust propagation and sequential behaviors. Applied Intelligence, 43(3), 695\u2013706.","journal-title":"Applied Intelligence"},{"key":"407_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, S., Wang, W.H., Ford, J., & Makedon, F. (2006). Learning from incomplete ratings using non-negative matrix factorization. In Proceedings of the 6th slam conference on data mining (pp. 549\u2013553).","DOI":"10.1137\/1.9781611972764.58"},{"issue":"2","key":"407_CR34","doi-asserted-by":"crossref","first-page":"52","DOI":"10.4018\/ijitn.2014040103","volume":"6","author":"ZY Zhang","year":"2014","unstructured":"Zhang, Z.Y., Liu Y., & Qing, A.Z. (2014). A weighted method to update network user preference profile dynamically. International Journal of Interdisciplinary Telecommunications and Networking, 6(2), 52\u201367.","journal-title":"International Journal of Interdisciplinary Telecommunications and Networking"}],"container-title":["Journal of Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10844-016-0407-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-016-0407-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-016-0407-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-016-0407-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T18:47:55Z","timestamp":1589654875000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10844-016-0407-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,4,16]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["407"],"URL":"https:\/\/doi.org\/10.1007\/s10844-016-0407-6","relation":{},"ISSN":["0925-9902","1573-7675"],"issn-type":[{"value":"0925-9902","type":"print"},{"value":"1573-7675","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,4,16]]}}}