{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T09:31:30Z","timestamp":1742981490765,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319306704"},{"type":"electronic","value":"9783319306711"}],"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":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-30671-1_45","type":"book-chapter","created":{"date-parts":[[2016,3,9]],"date-time":"2016-03-09T16:39:50Z","timestamp":1457541590000},"page":"614-625","source":"Crossref","is-referenced-by-count":10,"title":["Language Models for Collaborative Filtering Neighbourhoods"],"prefix":"10.1007","author":[{"given":"Daniel","family":"Valcarce","sequence":"first","affiliation":[]},{"given":"Javier","family":"Parapar","sequence":"additional","affiliation":[]},{"given":"\u00c1lvaro","family":"Barreiro","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"45_CR1","doi-asserted-by":"crossref","unstructured":"Bellog\u00edn, A., Castells, P., Cantador, I.: Precision-oriented evaluation of recommender systems. In: RecSys 2011, p. 333. ACM (2011)","DOI":"10.1145\/2043932.2043996"},{"key":"45_CR2","doi-asserted-by":"crossref","unstructured":"Bellog\u00edn, A., Parapar, J., Castells, P.: Probabilistic collaborative filtering with negative cross entropy. In: RecSys 2013, pp. 387\u2013390. ACM (2013)","DOI":"10.1145\/2507157.2507191"},{"issue":"6","key":"45_CR3","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1007\/s10791-012-9214-z","volume":"16","author":"A Bellog\u00edn","year":"2013","unstructured":"Bellog\u00edn, A., Wang, J., Castells, P.: Bridging memory-based collaborative filtering and text retrieval. Inf. Retr. 16(6), 697\u2013724 (2013)","journal-title":"Inf. Retr."},{"key":"45_CR4","doi-asserted-by":"crossref","unstructured":"Cremonesi, P., Koren, Y., Turrin, R.: Performance of recommender algorithms on top-N recommendation tasks. In: RecSys 2010, pp. 39\u201346. ACM (2010)","DOI":"10.1145\/1864708.1864721"},{"issue":"1","key":"45_CR5","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1145\/963770.963776","volume":"22","author":"M Deshpande","year":"2004","unstructured":"Deshpande, M., Karypis, G.: Item-based top-N recommendation algorithms. ACM Trans. Inf. Syst. 22(1), 143\u2013177 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"45_CR6","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/978-0-387-85820-3_4","volume-title":"Recommender Systems Handbook","author":"C Desrosiers","year":"2011","unstructured":"Desrosiers, C., Karypis, G.: A comprehensive survey of neighborhood-based recommendation methods. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 107\u2013144. Springer, Heidelberg (2011)"},{"issue":"5","key":"45_CR7","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1287\/mnsc.1080.0974","volume":"55","author":"D Fleder","year":"2009","unstructured":"Fleder, D., Hosanagar, K.: Blockbuster culture\u2019s next rise or fall: the impact of recommender systems on sales diversity. Manage. Sci. 55(5), 697\u2013712 (2009)","journal-title":"Manage. Sci."},{"issue":"1","key":"45_CR8","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"JL Herlocker","year":"2004","unstructured":"Herlocker, J.L., Konstan, J.A., Terveen, L.G., John, T.: Riedl.: evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. 22(1), 5\u201353 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"45_CR9","doi-asserted-by":"crossref","unstructured":"Koren, Y.: Factorization meets the neighborhood: a multifaceted collaborative filtering model. In: KDD 2008, pp. 426\u2013434. ACM (2008)","DOI":"10.1145\/1401890.1401944"},{"key":"45_CR10","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1007\/978-0-387-85820-3_5","volume-title":"Recommender Systems Handbook","author":"Y Koren","year":"2011","unstructured":"Koren, Y., Bell, R.: Advances in collaborative filtering. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 145\u2013186. Springer, Heidelberg (2011)"},{"issue":"2","key":"45_CR11","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1007\/s10791-007-9040-x","volume":"11","author":"DE Losada","year":"2008","unstructured":"Losada, D.E., Azzopardi, L.: An analysis on document length retrieval trends in language modeling smoothing. Inf. Retr. 11(2), 109\u2013138 (2008)","journal-title":"Inf. Retr."},{"issue":"3","key":"45_CR12","doi-asserted-by":"publisher","first-page":"17:1","DOI":"10.1145\/1361684.1361690","volume":"26","author":"DE Losada","year":"2008","unstructured":"Losada, D.E., Azzopardi, L.: Assessing multivariate bernoulli models for information retrieval. ACM Trans. Inf. Syst. 26(3), 17:1\u201317:46 (2008)","journal-title":"ACM Trans. Inf. Syst."},{"issue":"4","key":"45_CR13","doi-asserted-by":"publisher","first-page":"966","DOI":"10.1016\/j.ipm.2013.03.001","volume":"49","author":"J Parapar","year":"2013","unstructured":"Parapar, J., Bellog\u00edn, A., Castells, P., Barreiro, \u00c1.: Relevance-based language modelling for recommender systems. Inf. Process. Manage. 49(4), 966\u2013980 (2013)","journal-title":"Inf. Process. Manage."},{"key":"45_CR14","doi-asserted-by":"crossref","unstructured":"Ponte, J.M., Bruce Croft, W.: A language modeling approach to information retrieval. In: SIGIR 1998, pp. 275\u2013281. ACM (1998)","DOI":"10.1145\/290941.291008"},{"key":"45_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3","volume-title":"Recommender Systems Handbook","author":"F Ricci","year":"2011","unstructured":"Ricci, F., Rokach, L., Shapira, B., Kantor, P.B.: Recommender Systems Handbook. Springer, Heidelberg (2011)"},{"issue":"11","key":"45_CR16","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1145\/361219.361220","volume":"18","author":"G Salton","year":"1975","unstructured":"Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Commun. ACM 18(11), 613\u2013620 (1975)","journal-title":"Commun. ACM"},{"key":"45_CR17","doi-asserted-by":"crossref","unstructured":"Valcarce, D.: Exploring statistical language models for recommender systems. In: RecSys 2015, pp. 375\u2013378. ACM (2015)","DOI":"10.1145\/2792838.2796547"},{"key":"45_CR18","doi-asserted-by":"crossref","unstructured":"Valcarce, D., Parapar, J., Barreiro, \u00c1.: A study of priors for relevance-based language modelling of recommender systems. In: RecSys 2015, pp. 237\u2013240. ACM (2015)","DOI":"10.1145\/2792838.2799677"},{"key":"45_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1007\/978-3-319-16354-3_38","volume-title":"Advances in Information Retrieval","author":"D Valcarce","year":"2015","unstructured":"Valcarce, D., Parapar, J., Barreiro, A.: A study of smoothing methods for relevance-based language modelling of recommender systems. In: Hanbury, A., Kazai, G., Rauber, A., Fuhr, N. (eds.) ECIR 2015. LNCS, vol. 9022, pp. 346\u2013351. Springer, Heidelberg (2015)"},{"key":"45_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/11735106_5","volume-title":"Advances in Information Retrieval","author":"J Wang","year":"2006","unstructured":"Wang, J., de Vries, A.P., Reinders, M.J.T.: A user-item relevance model for log-based collaborative filtering. In: Lalmas, M., MacFarlane, A., R\u00fcger, S.M., Tombros, A., Tsikrika, T., Yavlinsky, A. (eds.) ECIR 2006. LNCS, vol. 3936, pp. 37\u201348. Springer, Heidelberg (2006)"},{"key":"45_CR21","unstructured":"Wang, Y., Wang, L., Li, Y., He, D., Chen, W., Liu, T.-Y.: A theoretical analysis of NDCG ranking measures. In: COLT 2013, pp. 1\u201330 (2013). JMLR.org"},{"key":"45_CR22","series-title":"Synthesis Lectures on Human Language Technologies","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-02130-5","volume-title":"Statistical Language Models for Information Retrieval","author":"C Zhai","year":"2009","unstructured":"Zhai, C.: Statistical Language Models for Information Retrieval. Synthesis Lectures on Human Language Technologies. Morgan & Claypool, San Rafael (2009)"},{"issue":"2","key":"45_CR23","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1145\/984321.984322","volume":"22","author":"C Zhai","year":"2004","unstructured":"Zhai, C., Lafferty, J.: A study of smoothing methods for language models applied to information retrieval. ACM Trans. Inf. Syst. 22(2), 179\u2013214 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"issue":"10","key":"45_CR24","doi-asserted-by":"publisher","first-page":"4511","DOI":"10.1073\/pnas.1000488107","volume":"107","author":"T Zhou","year":"2010","unstructured":"Zhou, T., Kuscsik, Z., Liu, J.-G., Medo, M., Wakeling, J.R., Zhang, Y.-C.: Solving the apparent diversity-accuracy dilemma of recommender systems. PNAS 107(10), 4511\u20134515 (2010)","journal-title":"PNAS"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-30671-1_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T20:32:20Z","timestamp":1655238740000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-30671-1_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319306704","9783319306711"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-30671-1_45","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}