{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T00:00:00Z","timestamp":1791331200134,"version":"4.3.1"},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642233173","type":"print"},{"value":"9783642233180","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-23318-0_5","type":"book-chapter","created":{"date-parts":[[2011,9,7]],"date-time":"2011-09-07T09:25:09Z","timestamp":1315387509000},"page":"27-39","source":"Crossref","is-referenced-by-count":8,"title":["Predicting the Performance of Recommender Systems: An Information Theoretic Approach"],"prefix":"10.1007","author":[{"given":"Alejandro","family":"Bellog\u00edn","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pablo","family":"Castells","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Iv\u00e1n","family":"Cantador","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"issue":"6","key":"5_CR1","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G. Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, T.: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng.\u00a017(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. on Knowl. and Data Eng."},{"key":"5_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1007\/978-3-540-24752-4_10","volume-title":"Advances in Information Retrieval","author":"G. Amati","year":"2004","unstructured":"Amati, G., Carpineto, C., Romano, G.: Query difficulty, robustness, and selective application of query expansion. In: McDonald, S., Tait, J.I. (eds.) ECIR 2004. LNCS, vol.\u00a02997, pp. 127\u2013137. Springer, Heidelberg (2004)"},{"key":"5_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1007\/978-3-642-12275-0_34","volume-title":"Advances in Information Retrieval","author":"A. Bellog\u00edn","year":"2010","unstructured":"Bellog\u00edn, A., Castells, P.: A performance prediction approach to enhance collaborative filtering performance. In: Gurrin, C., He, Y., Kazai, G., Kruschwitz, U., Little, S., Roelleke, T., R\u00fcger, S., van Rijsbergen, K. (eds.) ECIR 2010. LNCS, vol.\u00a05993, pp. 382\u2013393. Springer, Heidelberg (2010)"},{"key":"5_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/978-3-642-20161-5_30","volume-title":"Advances in Information Retrieval","author":"A. Bellog\u00edn","year":"2011","unstructured":"Bellog\u00edn, A., Wang, J., Castells, P.: Text retrieval methods for item ranking in collaborative filtering. In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol.\u00a06611, pp. 301\u2013306. Springer, Heidelberg (2011)"},{"key":"5_CR5","first-page":"506","volume-title":"27th ACM Conference on Research and Development in Information Retrieval","author":"C. Buckley","year":"2004","unstructured":"Buckley, C.: Topic prediction based on comparative retrieval rankings. In: 27th ACM Conference on Research and Development in Information Retrieval, pp. 506\u2013507. ACM Press, New York (2004)"},{"key":"5_CR6","first-page":"299","volume-title":"25th ACM Conference on Research and Development in Information Retrieval","author":"S. Cronen-Townsend","year":"2002","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, W.B.: Predicting query performance. In: 25th ACM Conference on Research and Development in Information Retrieval, pp. 299\u2013306. ACM Press, New York (2002)"},{"key":"5_CR7","first-page":"236","volume-title":"13th ACM Conference on Information and Knowledge Management","author":"S. Cronen-Townsend","year":"2004","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, W.B.: A framework for selective query expansion. In: 13th ACM Conference on Information and Knowledge Management, pp. 236\u2013237. ACM Press, New York (2004)"},{"key":"5_CR8","first-page":"807","volume-title":"33rd ACM Conference on Research and Development in Information Retrieval","author":"V. Dang","year":"2010","unstructured":"Dang, V., Bendersky, M., Croft, W.B.: Learning to rank query reformulations. In: 33rd ACM Conference on Research and Development in Information Retrieval, pp. 807\u2013808. ACM Press, New York (2010)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Hauff, C.: Predicting the Effectiveness of Queries and Retrieval Systems. PhD thesis, University of Twente, Enschede (2010)","DOI":"10.1145\/1842890.1842906"},{"key":"5_CR10","first-page":"439","volume-title":"17th ACM Conference on Information and Knowledge Management","author":"C. Hauff","year":"2008","unstructured":"Hauff, C., Hiemstra, D., de Jong, F.: A Survey of Pre-Retrieval Query Performance Predictors. In: 17th ACM Conference on Information and Knowledge Management, pp. 439\u2013448. ACM Press, New York (2008)"},{"key":"5_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/978-3-540-30213-1_5","volume-title":"String Processing and Information Retrieval","author":"B. He","year":"2004","unstructured":"He, B., Ounis, I.: Inferring query performance using pre-retrieval predictors. In: Apostolico, A., Melucci, M. (eds.) SPIRE 2004. LNCS, vol.\u00a03246, pp. 43\u201354. Springer, Heidelberg (2004)"},{"key":"5_CR12","first-page":"230","volume-title":"22nd ACM Conference on Research and Development in Information Retrieval","author":"J.L. Herlocker","year":"1999","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A., Riedl, J.: An algorithmic framework for performing collaborative filtering. In: 22nd ACM Conference on Research and Development in Information Retrieval, pp. 230\u2013237. ACM Press, New York (1999)"},{"issue":"1","key":"5_CR13","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1145\/963770.963774","volume":"22","author":"T. Hofmann","year":"2004","unstructured":"Hofmann, T.: Latent semantic models for Collaborative filtering. ACM Trans. Inf. Syst.\u00a022(1), 89\u2013115 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"5_CR14","unstructured":"Mothe, J., Tanguy, L.: Linguistic features to predict query difficulty. In: ACM SIGIR Workshop on Predicting Query Difficulty \u2013 Methods and Applications (2005)"},{"key":"5_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1007\/978-3-642-04417-5_42","volume-title":"Advances in Information Retrieval Theory","author":"J. P\u00e9rez-Iglesias","year":"2009","unstructured":"P\u00e9rez-Iglesias, J., Araujo, L.: Ranking List Dispersion as a Query Performance Predictor. In: Azzopardi, L., Kazai, G., Robertson, S., R\u00fcger, S., Shokouhi, M., Song, D., Yilmaz, E. (eds.) ICTIR 2009. LNCS, vol.\u00a05766, pp. 371\u2013374. Springer, Heidelberg (2009)"},{"key":"5_CR16","doi-asserted-by":"crossref","unstructured":"Plachouras, V., He, B., Ounis, I.: University of Glasgow at TREC2004: Experiments in Web, Robust and Terabyte tracks with Terrier. In: 13th Text Retrieval Conference, Gaithesburg, Maryland (2004)","DOI":"10.6028\/NIST.SP.500-261.terabyte-u.glasgow"},{"key":"5_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/978-3-642-04417-5_30","volume-title":"Advances in Information Retrieval Theory","author":"A. Shtok","year":"2009","unstructured":"Shtok, A., Kurland, O., Carmel, D.: Predicting Query Performance by Query-Drift Estimation. In: Azzopardi, L., Kazai, G., Robertson, S., R\u00fcger, S., Shokouhi, M., Song, D., Yilmaz, E. (eds.) ICTIR 2009. LNCS, vol.\u00a05766, pp. 305\u2013312. Springer, Heidelberg (2009)"},{"issue":"3","key":"5_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1361684.1361689","volume":"26","author":"J. Wang","year":"2008","unstructured":"Wang, J., de Vries, A.P., Reinders, M.J.T.: Unified relevance models for rating prediction in collaborative filtering. ACM Trans. Inf. Syst.\u00a026(3), 1\u201342 (2008)","journal-title":"ACM Trans. Inf. Syst."},{"key":"5_CR19","first-page":"512","volume-title":"28th ACM Conference on Research and Development in Information Retrieval","author":"E. Yom-Tov","year":"2005","unstructured":"Yom-Tov, E., Fine, S., Carmel, D., Darlow, A.: Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval. In: 28th ACM Conference on Research and Development in Information Retrieval, pp. 512\u2013519. ACM Press, New York (2005)"},{"key":"5_CR20","first-page":"543","volume-title":"30th ACM Conference on Research and Development in Information Retrieval","author":"Y. Zhou","year":"2007","unstructured":"Zhou, Y., Croft, B.W.: Query performance prediction in web search environments. In: 30th ACM Conference on Research and Development in Information Retrieval, pp. 543\u2013550. ACM Press, New York (2007)"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval Theory"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23318-0_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,9]],"date-time":"2025-03-09T22:27:10Z","timestamp":1741559230000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23318-0_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642233173","9783642233180"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23318-0_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}