{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T05:19:50Z","timestamp":1740028790341,"version":"3.37.3"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642122743"},{"type":"electronic","value":"9783642122750"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-12275-0_34","type":"book-chapter","created":{"date-parts":[[2010,3,31]],"date-time":"2010-03-31T20:04:10Z","timestamp":1270065850000},"page":"382-393","source":"Crossref","is-referenced-by-count":13,"title":["A Performance Prediction Approach to Enhance Collaborative Filtering Performance"],"prefix":"10.1007","author":[{"given":"Alejandro","family":"Bellog\u00edn","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo","family":"Castells","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"6","key":"34_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, A.: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering\u00a017(6), 734\u2013749 (2005)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"34_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","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":"34_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1007\/978-3-540-71496-5_20","volume-title":"Advances in Information Retrieval","author":"J.A. Aslam","year":"2007","unstructured":"Aslam, J.A., Pavlu, V.: Query hardness estimation using Jensen-Shannon divergence among multiple scoring functions. In: Amati, G., Carpineto, C., Romano, G. (eds.) ECiR 2007. LNCS, vol.\u00a04425, pp. 198\u2013209. Springer, Heidelberg (2007)"},{"key":"34_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1007\/978-3-540-70987-9_5","volume-title":"Adaptive Hypermedia and Adaptive Web-Based Systems","author":"L. Baltrunas","year":"2008","unstructured":"Baltrunas, L., Ricci, F.: Locally adaptive neighborhood selection for collaborative filtering recommendations. In: Nejdl, W., Kay, J., Pu, P., Herder, E. (eds.) AH 2008. LNCS, vol.\u00a05149, pp. 22\u201331. Springer, Heidelberg (2008)"},{"key":"34_CR5","doi-asserted-by":"publisher","first-page":"390","DOI":"10.1145\/1148170.1148238","volume-title":"29th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2006)","author":"D. Carmel","year":"2006","unstructured":"Carmel, D., Yom-Tov, E., Darlow, A., Pelleg, D.: What makes a query difficult? In: 29th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2006), pp. 390\u2013397. ACM Press, New York (2006)"},{"issue":"6","key":"34_CR6","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1007\/s10791-006-9006-4","volume":"9","author":"S. Cronen-Townsend","year":"2006","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, W.: Precision prediction based on ranked list coherence. Information Retrieval\u00a09(6), 723\u2013755 (2006)","journal-title":"Information Retrieval"},{"key":"34_CR7","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1145\/564376.564429","volume-title":"25th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2002)","author":"S. Cronen-Townsend","year":"2002","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, B.W.: Predicting query performance. In: 25th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2002), pp. 299\u2013306. ACM Press, New York (2002)"},{"key":"34_CR8","first-page":"18","volume-title":"27th annual international conference on Research and development in information retrieval (SIGIR 2004)","author":"F. Diaz","year":"2004","unstructured":"Diaz, F., Jones, R.: Using temporal profiles of queries for precision prediction. In: 27th annual international conference on Research and development in information retrieval (SIGIR 2004), pp. 18\u201324. ACM Press, New York (2004)"},{"issue":"2","key":"34_CR9","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1011419012209","volume":"4","author":"K. Goldberg","year":"2001","unstructured":"Goldberg, K., Roeder, T., Gupta, D., Perkins, C.: Eigentaste: A constant time collaborative filtering algorithm. Information Retrieval\u00a04(2), 133\u2013151 (2001)","journal-title":"Information Retrieval"},{"key":"34_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1007\/978-3-642-00958-7_28","volume-title":"ECIR 2009","author":"C. Hauff","year":"2009","unstructured":"Hauff, C., Azzopardi, L., Hiemstra, D.: The combination and evaluation of query performance prediction methods. In: Boughanem, M., et al. (eds.) ECIR 2009. LNCS, vol.\u00a05478, pp. 301\u2013312. Springer, Heidelberg (2009)"},{"key":"34_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","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)"},{"issue":"4","key":"34_CR12","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1023\/A:1020443909834","volume":"5","author":"J. Herlocker","year":"2002","unstructured":"Herlocker, J., Konstan, J.A., Riedl, J.: An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms. Information Retrieval\u00a05(4), 287\u2013310 (2002)","journal-title":"Information Retrieval"},{"issue":"1","key":"34_CR13","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1108\/eb026526","volume":"28","author":"K.S. Jones","year":"1972","unstructured":"Jones, K.S.: A statistical interpretation of term specificity and its application in retrieval. Journal of Documentation\u00a028(1), 11\u201320 (1972)","journal-title":"Journal of Documentation"},{"issue":"3","key":"34_CR14","doi-asserted-by":"publisher","first-page":"7114","DOI":"10.1016\/j.eswa.2008.08.071","volume":"36","author":"K. Kwon","year":"2009","unstructured":"Kwon, K., Cho, J., Park, Y.: Multidimensional credibility model for neighbor selection in collaborative recommendation. Expert Systems with Applications\u00a036(3), 7114\u20137122 (2009)","journal-title":"Expert Systems with Applications"},{"key":"34_CR15","doi-asserted-by":"crossref","first-page":"115","DOI":"10.3115\/1289189.1289268","volume-title":"2nd int. conference on Human Language Technology Research","author":"V. Lavrenko","year":"2002","unstructured":"Lavrenko, V., Allan, J., Deguzman, E., Laflamme, D., Pollard, V., Thomas, S.: Relevance models for topic detection and tracking. In: 2nd int. conference on Human Language Technology Research, pp. 115\u2013121. Morgan Kaufmann Publishers, San Francisco (2002)"},{"key":"34_CR16","unstructured":"Macdonald, C., He, B., Ounis, I.: Predicting query performance in intranet search. In: ACM SIGIR Workshop on Predicting Query Difficulty \u2013 Methods and Applications (2005)"},{"key":"34_CR17","unstructured":"Mothe, J., Tanguy, L.: Linguistic features to predict query difficulty. In: ACM SIGIR Workshop on Predicting Query Difficulty \u2013 Methods and Applications, Salvador, Brazil (2005)"},{"key":"34_CR18","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 (TREC 2004), Gaithesburg, Maryland (2004)","DOI":"10.6028\/NIST.SP.500-261.terabyte-u.glasgow"},{"key":"34_CR19","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1145\/1040830.1040870","volume-title":"2005 International Conference on Intelligent User Interfaces (IUI)","author":"J. O\u2019Donovan","year":"2005","unstructured":"O\u2019Donovan, J., Smyth, B.: Trust in recommender systems. In: 2005 International Conference on Intelligent User Interfaces (IUI), pp. 167\u2013174. ACM Press, New York (2005)"},{"key":"34_CR20","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1145\/1148170.1148257","volume-title":"29th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2006)","author":"J. Wang","year":"2006","unstructured":"Wang, J., de Vries, A.P., Reinders, M.J.T.: Unifying user-based and item-based collaborative filtering approaches by similarity fusion. In: 29th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2006), pp. 501\u2013508. ACM Press, New York (2006)"},{"key":"34_CR21","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1145\/1076034.1076056","volume-title":"28th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2005)","author":"G.R. Xue","year":"2005","unstructured":"Xue, G.R., Lin, C., Yang, Q., Xi, W., Zeng, H.J., Yu, Y., Chen, Z.: Scalable collaborative filtering using cluster-based smoothing. In: 28th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2005), pp. 114\u2013121. ACM Press, New York (2005)"},{"key":"34_CR22","doi-asserted-by":"publisher","first-page":"512","DOI":"10.1145\/1076034.1076121","volume-title":"28th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2005)","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 annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2005), pp. 512\u2013519. ACM Press, New York (2005)"},{"key":"34_CR23","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1145\/1183614.1183696","volume-title":"15th ACM conference on Information and knowledge management (CIKM 2006)","author":"Y. Zhou","year":"2006","unstructured":"Zhou, Y., Croft, B.W.: Ranking robustness: a novel framework to predict query performance. In: 15th ACM conference on Information and knowledge management (CIKM 2006), pp. 567\u2013574. ACM Press, New York (2006)"},{"key":"34_CR24","doi-asserted-by":"publisher","first-page":"543","DOI":"10.1145\/1277741.1277835","volume-title":"30th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2007)","author":"Y. Zhou","year":"2007","unstructured":"Zhou, Y., Croft, B.W.: Query performance prediction in web search environments. In: 30th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2007), pp. 543\u2013550. ACM Press, New York (2007)"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-12275-0_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T20:12:45Z","timestamp":1739995965000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-12275-0_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642122743","9783642122750"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-12275-0_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}