{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T09:37:58Z","timestamp":1743154678366,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030007751"},{"type":"electronic","value":"9783030007768"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-030-00776-8_47","type":"book-chapter","created":{"date-parts":[[2018,9,18]],"date-time":"2018-09-18T08:14:58Z","timestamp":1537258498000},"page":"513-523","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Discrete Manifold-Regularized Collaborative Filtering for Large-Scale Recommender Systems"],"prefix":"10.1007","author":[{"given":"Deming","family":"Zhai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guojun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xianming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maozu","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,19]]},"reference":[{"key":"47_CR1","doi-asserted-by":"publisher","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., Guti\u00e9Rrez, A.: Recommender systems survey. Know. Based Syst. 46, 109\u2013132 (2013)","journal-title":"Knowledge-Based Systems"},{"key":"47_CR2","doi-asserted-by":"crossref","unstructured":"Melville, P., Sindhwani, V.: Recommender systems. In: Encyclopedia of Machine Learning and Data Mining (2010)","DOI":"10.1007\/978-0-387-30164-8_705"},{"issue":"2","key":"47_CR3","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1561\/1100000009","volume":"4","author":"MD Ekstrand","year":"2011","unstructured":"Ekstrand, M.D., Riedl, J.T., Konstan, J.A.: Collaborative filtering recommender systems. Found. Trends Hum. Comput. Interact. 4(2), 81\u2013173 (2011)","journal-title":"Found. Trends Hum. Comput. Interact."},{"key":"47_CR4","doi-asserted-by":"crossref","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Adv. in Artif. Intell. 2009, 4:2\u20134:2 (2009)","DOI":"10.1155\/2009\/421425"},{"key":"47_CR5","first-page":"623","volume":"10","author":"G Tak\u00e1cs","year":"2009","unstructured":"Tak\u00e1cs, G., Pil\u00e1szy, I., N\u00e9meth, B., Tikk, D.: Scalable collaborative filtering approaches for large recommender systems. J. Mach. Learn. Res. 10, 623\u2013656 (2009)","journal-title":"J. Mach. Learn. Res."},{"key":"47_CR6","doi-asserted-by":"crossref","unstructured":"Zhang, H., et al.: Discrete collaborative filtering. In: Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, pp. 325\u2013334. ACM, New York (2016)","DOI":"10.1145\/2911451.2911502"},{"key":"47_CR7","doi-asserted-by":"crossref","unstructured":"Norouzi, M., Punjani, A., Fleet, D.J.: Fast search in hamming space with multi-index hashing. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2012)","DOI":"10.1109\/CVPR.2012.6248043"},{"key":"47_CR8","doi-asserted-by":"crossref","unstructured":"Zhou, K., Zha, H.: Learning binary codes for collaborative filtering. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012, pp. 498\u2013506 (2012)","DOI":"10.1145\/2339530.2339611"},{"key":"47_CR9","doi-asserted-by":"crossref","unstructured":"Liu, X., He, J., Deng, C., Lang, B.: Collaborative hashing. In: 2014 IEEE Conference on Computer Vision and Pattern Recognition, pp. 2147\u20132154, June 2014","DOI":"10.1109\/CVPR.2014.275"},{"key":"47_CR10","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Lian, D., Yang, G.: Discrete personalized ranking for fast collaborative filtering from implicit feedback. In: AAAI (2017)","DOI":"10.1609\/aaai.v31i1.10764"},{"key":"47_CR11","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput. 15, 1373\u20131396 (2003)","journal-title":"Neural Comput."},{"issue":"4","key":"47_CR12","first-page":"253","volume":"3","author":"M Hanke","year":"1993","unstructured":"Hanke, M., Hansen, P.C.: Regularization methods for large-scale problems. Surv. Math. Ind. 3(4), 253\u2013315 (1993)","journal-title":"Surv. Math. Ind."},{"key":"47_CR13","unstructured":"Bertsekas, D.P.: Nonlinear programming. Athena Scientific (1999)"},{"issue":"3","key":"47_CR14","doi-asserted-by":"publisher","first-page":"1567","DOI":"10.1137\/130937755","volume":"24","author":"S Yun","year":"2014","unstructured":"Yun, S.: On the iteration complexity of cyclic coordinate gradient descent methods. SIAM J. Optim. 24(3), 1567\u20131580 (2014)","journal-title":"SIAM J. Optim."},{"key":"47_CR15","doi-asserted-by":"crossref","unstructured":"Shen, F., Shen, C., Liu, W., Shen, H.T.: Supervised discrete hashing. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2015","DOI":"10.1109\/CVPR.2015.7298598"},{"key":"47_CR16","unstructured":"Liu, W., Mu, C., Kumar, S., Chang, S.-F.: Discrete graph hashing. In: Ghahramani, Z., Welling, M., Cortes, C., Lawrence, N.D., Weinberger, K.Q. (eds.) Advances in Neural Information Processing Systems 27, pp. 3419\u20133427. Curran Associates Inc. (2014)"},{"issue":"4","key":"47_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2827872","volume":"5","author":"F. Maxwell Harper","year":"2015","unstructured":"Harper, F.M., Konstan, J.A.: The movielens datasets: history and context. ACM Trans. Interact. Intell. Syst. 5(4), 19:1\u201319:19 (2015)","journal-title":"ACM Transactions on Interactive Intelligent Systems"},{"key":"47_CR18","doi-asserted-by":"crossref","unstructured":"He, R., McAuley, J.: Ups and downs: modeling the visual evolution of fashion trends with one-class collaborative filtering. In: Proceedings of the 25th International Conference on World Wide Web, WWW 2016. International World Wide Web Conferences Steering Committee, pp. 507\u2013517 (2016)","DOI":"10.1145\/2872427.2883037"}],"container-title":["Lecture Notes in Computer Science","Advances in Multimedia Information Processing \u2013 PCM 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00776-8_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T12:28:29Z","timestamp":1710332909000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00776-8_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030007751","9783030007768"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00776-8_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"19 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PCM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific Rim Conference on Multimedia","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hefei","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pcm2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/pcm2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}