{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:49:48Z","timestamp":1772830188847,"version":"3.50.1"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319235240","type":"print"},{"value":"9783319235257","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","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":[[2015]]},"DOI":"10.1007\/978-3-319-23525-7_1","type":"book-chapter","created":{"date-parts":[[2015,8,28]],"date-time":"2015-08-28T08:20:13Z","timestamp":1440750013000},"page":"3-18","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["BoostMF: Boosted Matrix Factorisation for Collaborative Ranking"],"prefix":"10.1007","author":[{"given":"Nipa","family":"Chowdhury","sequence":"first","affiliation":[]},{"given":"Xiongcai","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Cheng","family":"Luo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,29]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE TKDE 17(6) (2005)","DOI":"10.1109\/TKDE.2005.99"},{"key":"1_CR2","doi-asserted-by":"crossref","unstructured":"Balakrishnan, S., Chopra, S.: Collaborative ranking. In: WSDM (2012)","DOI":"10.1145\/2124295.2124314"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y., Compton, P., Mahidadia, A.: Learning collaborative filtering and its application on people-to-people recommendation in social networks. In: ICDM (2010)","DOI":"10.1109\/ICDM.2010.159"},{"key":"1_CR4","unstructured":"Freund, Y., Iyer, R., Schapire, R., Singer, Y.: An efficient boosting algorithm for combining preferences. J. Mac. Learn. Res. 4 (2003)"},{"key":"1_CR5","doi-asserted-by":"crossref","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Additive Logistic Regression: a Statistical View of Boosting. The Annals of Statistics 38(2) (2000)","DOI":"10.1214\/aos\/1016218223"},{"key":"1_CR6","unstructured":"Goulden, C.: Methods of Statistical Analysis. Wiley (1956)"},{"key":"1_CR7","doi-asserted-by":"crossref","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. J Comput. 42 (2009)","DOI":"10.1109\/MC.2009.263"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Koren, Y., Sill, J.: Ordrec: an ordinal model for predicting personalized item rating distributions. In: RecSys (2011)","DOI":"10.1145\/2043932.2043956"},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Krohn-Grimberghe, A., Drumond, L., Freudenthaler, C., Schmidt-Thieme, L.: Multi-relational matrix factorization using bayesian personalized ranking for social network data. In: WSDM (2012)","DOI":"10.1145\/2124295.2124317"},{"key":"1_CR10","unstructured":"Liu, T.: Learning to rank for information retrieval. Found. and Trends in Inf. Retr. 3 (2009)"},{"key":"1_CR11","doi-asserted-by":"crossref","unstructured":"Rendle, S., Freudenthaler, C.: Improving pairwise learning for item recommendation from implicit feedback. In: WSDM (2014)","DOI":"10.1145\/2556195.2556248"},{"key":"1_CR12","unstructured":"Rendle, S., Freudenthaler, C., Gantner, Z., Thieme, L.: BPR: bayesian personalized ranking from implicit feedback. In: UAI (2009)"},{"key":"1_CR13","unstructured":"Salakhutdinov, R., Mnih, A.: Probabilistic matrix factorization. In: NIPS (2008)"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Shi, Y., Karatzoglou, A., Baltrunas, L., Larson, M., Oliver, N., Hanjalic, A.: CLiMF: Learning to maximize reciprocal rank with collaborative less-is-more filtering. In: RecSys (2012)","DOI":"10.1145\/2365952.2365981"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Shi, Y., Larson, M., Hanjalic, A.: List-wise learning to rank with matrix factorization for collaborative filtering. In: RecSys (2010)","DOI":"10.1145\/1864708.1864764"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Shi, Y., Larson, M., Hanjalic, A.: Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation. J. of Inf., Sci. (2013)","DOI":"10.1016\/j.ins.2012.12.002"},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Weimer, M., Karatzoglou, A., Le, Q.V., Smola, A.: CofiRank-maximum margin matrix factorization for collaborative ranking. In: NIPS (2007)","DOI":"10.1007\/s10994-008-5073-7"},{"key":"1_CR18","doi-asserted-by":"crossref","unstructured":"Xu, J., Li, H.: AdaRank: a boosting algorithm for information retrieval. In: SIGIR (2007)","DOI":"10.1145\/1277741.1277809"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Zhu, C., Chen, W., Zhu, Z., Gang, W., Wang, D., Chen, Z.: A general magnitude-preserving boosting algorithm for search ranking. In: CIKM (2009)","DOI":"10.1145\/1645953.1646057"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23525-7_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,21]],"date-time":"2022-05-21T01:56:08Z","timestamp":1653098168000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23525-7_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319235240","9783319235257"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23525-7_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"29 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}