{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T03:10:07Z","timestamp":1746414607052,"version":"3.40.4"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319128221"},{"type":"electronic","value":"9783319128238"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-12823-8_21","type":"book-chapter","created":{"date-parts":[[2014,10,9]],"date-time":"2014-10-09T10:55:54Z","timestamp":1412852154000},"page":"208-217","source":"Crossref","is-referenced-by-count":2,"title":["Cross Media Recommendation in Digital Library"],"prefix":"10.1007","author":[{"given":"Jia","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenming","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"21_CR1","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1145\/2502081.2502097","volume-title":"Proceedings of the 21st ACM International Conference on Multimedia (MM 2013)","author":"F. Wu","year":"2013","unstructured":"Wu, F., Lu, X., Zhang, Z., Yan, S., Rui, Y., Zhuang, Y.: Cross-media semantic representation via bi-directional learning to rank. In: Proceedings of the 21st ACM International Conference on Multimedia (MM 2013), pp. 877\u2013886. ACM, New York (2013)"},{"issue":"2","key":"21_CR2","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1109\/TMM.2007.911822","volume":"10","author":"Y. Zhuang","year":"2008","unstructured":"Zhuang, Y., Yang, Y., Wu, F.: Mining semantic correlation of heterogeneous multimedia data for cross-media retrieval. IEEE Transactions on Multimedia\u00a010(2), 221\u2013229 (2008)","journal-title":"IEEE Transactions on Multimedia"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Ricci, F., Rokach, L., Shapira, B., Kantor, P.: Recommender Systems Handbook. Springer (2010)","DOI":"10.1007\/978-0-387-85820-3"},{"key":"21_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/978-3-540-72079-9_10","volume-title":"The Adaptive Web","author":"M.J. Pazzani","year":"2007","unstructured":"Pazzani, M.J., Billsus, D.: Content-based recommendation systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) Adaptive Web 2007. LNCS, vol.\u00a04321, pp. 325\u2013341. Springer, Heidelberg (2007)"},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Koren, Y., Bell, R.: Advances in collaborative filtering. In: Recommender Systems Handbook. Springer (2010)","DOI":"10.1007\/978-0-387-85820-3_5"},{"issue":"8","key":"21_CR6","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y. Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer\u00a042(8), 30\u201337 (2009)","journal-title":"Computer"},{"key":"21_CR7","unstructured":"Funk, S.: Netflix update: Try this at home (2006), http:\/\/sifter.org\/?simon\/journal\/20061211.html"},{"issue":"1","key":"21_CR8","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s13735-012-0001-9","volume":"1","author":"F. Wu","year":"2012","unstructured":"Wu, F., Han, Y.H., Liu, X., Shao, J., Zhuang, Y.T., Zhang, Z.F.: The Heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: A survey. International Journal of Multimedia Information Retrieval\u00a01(1), 3\u201315 (2012)","journal-title":"International Journal of Multimedia Information Retrieval"},{"key":"21_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1007\/978-3-642-34778-8_74","volume-title":"Advances in Multimedia Information Processing \u2013 PCM 2012","author":"Z. Yuan","year":"2012","unstructured":"Yuan, Z., Yu, K., Zhang, J., Pan, H.: Structural context-aware cross media recommendation. In: Lin, W., Xu, D., Ho, A., Wu, J., He, Y., Cai, J., Kankanhalli, M., Sun, M.-T. (eds.) PCM 2012. LNCS, vol.\u00a07674, pp. 790\u2013800. Springer, Heidelberg (2012)"},{"issue":"3","key":"21_CR10","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1007\/BF02289464","volume":"31","author":"L.R. Tucker","year":"1996","unstructured":"Tucker, L.R.: Some mathematical notes on three-mode factor analysis. Psychometrika\u00a031(3), 279\u2013311 (1996)","journal-title":"Psychometrika"},{"key":"21_CR11","unstructured":"Harshman, R.A.: Foundations of the PARAFAC procedure: models and conditions for an \u201cexplanatory\u201d multimodal factor analysis. University of California at Los Angeles (1970)"},{"issue":"1","key":"21_CR12","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R. Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B (Statistical Approachology)\u00a058(1), 267\u2013288 (1996)","journal-title":"J. R. Stat. Soc. Ser. B (Statistical Approachology)"},{"issue":"1","key":"21_CR13","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1111\/j.1467-9868.2005.00532.x","volume":"68","author":"M. Yuan","year":"2006","unstructured":"Yuan, M., Lin, Y.: Model selection and estimation in regression with grouped variables. J. R. Stat. Soc. Ser. B (Approachological)\u00a068(1), 49\u201367 (2006)","journal-title":"J. R. Stat. Soc. Ser. B (Approachological)"},{"key":"21_CR14","doi-asserted-by":"crossref","unstructured":"Wu, F., Han, Y., Tian, Q., Zhuang, Y.: Multi-label boosting for image annotation by structural grouping sparsity. In: Proceedings of the 2010 ACM International Conference on Multimedia (ACMMM), New York, NY, USA, pp. 15\u201324 (2010)","DOI":"10.1145\/1873951.1873957"},{"key":"21_CR15","doi-asserted-by":"crossref","unstructured":"Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.): Recommender Systems Handbook, 1st edn. Springer (2011)","DOI":"10.1007\/978-0-387-85820-3"},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Hill, W., Stead, L., Rosenstein, M., Furnas, G.: Recommending and evaluating choices in a virtual community of use. In: Proc. of the SIGCHI Conference on Human Factors in Computing Systems (CHI 1995), pp. 194\u2013201 (1995)","DOI":"10.1145\/223904.223929"},{"issue":"12","key":"21_CR17","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1145\/138859.138867","volume":"35","author":"D. Goldberg","year":"1992","unstructured":"Goldberg, D., Nichols, D., Oki, B.M., Terry, D.: Using collaborative filtering to weave an information tapestry. Communications of the ACM\u00a035(12), 61\u201370 (1992)","journal-title":"Communications of the ACM"},{"key":"21_CR18","doi-asserted-by":"crossref","unstructured":"Resnick, P., Iacovou, N., Suchak, M., Bergstorm, P., Riedl, J.: An open architecture for collaborative filtering of netnews. In: Proc. of the ACM Conference on Computer Supported Cooperative Work (CSCW 1994), pp. 175\u2013186 (1994)","DOI":"10.1145\/192844.192905"},{"issue":"3","key":"21_CR19","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/MIS.2007.58","volume":"22","author":"G. Adomavicius","year":"2007","unstructured":"Adomavicius, G., Kwon, Y.O.: New recommendation techniques for multi-criteria rating systems. IEEE Intelligent Systems\u00a022(3), 48\u201355 (2007)","journal-title":"IEEE Intelligent Systems"},{"issue":"5","key":"21_CR20","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1109\/MSPEC.2009.4907383","volume":"46","author":"R. Bell","year":"2009","unstructured":"Bell, R., Bennett, J., Koren, Y., Volinsky, C.: The million dollar programming prize. IEEE Spectrum\u00a046(5), 28\u201333 (2009)","journal-title":"IEEE Spectrum"},{"key":"21_CR21","doi-asserted-by":"crossref","unstructured":"Schein, A.I., Popescul, A., Ungar, L.H., Pennock, D.M.: Methods and metrics for cold-start recommendations. In: Proc. of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002), pp. 253-260 (2002)","DOI":"10.1145\/564418.564421"},{"key":"21_CR22","doi-asserted-by":"crossref","unstructured":"Lops, P., de Gemmis, M., Semeraro, G.: Content based recommender systems: state of the art and trends. In: Recommender Systems Handbook. Springer (2010)","DOI":"10.1007\/978-0-387-85820-3_3"},{"issue":"3-4","key":"21_CR23","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1023\/A:1020701617138","volume":"18","author":"R. Burke","year":"2002","unstructured":"Burke, R.: Interactive critiquing for catalog navigation in e-commerce. Artificial Intelligence Review\u00a018(3-4), 245\u2013267 (2002)","journal-title":"Artificial Intelligence Review"},{"key":"21_CR24","doi-asserted-by":"crossref","unstructured":"Schclar, A., Tsikinovsky, A., Rokach, L., Meisels, A., Antwarg, L.: Ensemble methods for improving the performance of neighborhood-based collaborative filtering. In: Proc. of the 3th ACM Conference on Recommender Systems, pp. 261\u2013264 (2009)","DOI":"10.1145\/1639714.1639763"}],"container-title":["Lecture Notes in Computer Science","The Emergence of Digital Libraries \u2013 Research and Practices"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-12823-8_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T02:44:39Z","timestamp":1746413079000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-12823-8_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319128221","9783319128238"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-12823-8_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}