{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T15:01:29Z","timestamp":1773154889135,"version":"3.50.1"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2004,1]]},"DOI":"10.1109\/tkde.2004.1264822","type":"journal-article","created":{"date-parts":[[2004,2,24]],"date-time":"2004-02-24T21:01:05Z","timestamp":1077656465000},"page":"56-69","source":"Crossref","is-referenced-by-count":156,"title":["Probabilistic memory-based collaborative filtering"],"prefix":"10.1109","volume":"16","author":[{"family":"Kai Yu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Schwaighofer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Tresp","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Xiaowei Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Kriegel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"46","article-title":"Learning Collaborative Information Filters","volume-title":"Proc. 15th Int\u2019l Conf. Machine Learning","author":"Billsus"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245124"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/336597.336662"},{"key":"ref4","first-page":"54","article-title":"Syskill and Webert: Identifying Interesting Web Sites","volume-title":"Proc. 13th Nat\u2019l Conf. Artificial Intelligence","author":"Pazzani"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223931"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/352871.352887"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223929"},{"key":"ref9","article-title":"Jump-Starting Movielens: User Benefits of Starting a Collaborative Filtering System with Dead Data","volume-title":"Technical Report 7","author":"Dahlen","year":"1998"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011419012209"},{"key":"ref11","first-page":"43","article-title":"Empirical Analysis of Predictive Algorithms for Collaborative Filtering","volume-title":"Proc. 14th Conf. Uncertainty in Artificial Intelligence","author":"Breese"},{"key":"ref12","first-page":"714","article-title":"Recommendation as Classification: Using Social and Content-Based Information in Recommendation","volume-title":"Proc. 15th Nat\u2019l Conf. Artificial Intelligence AAAI\/IAAI","author":"Basu"},{"key":"ref13","first-page":"313","article-title":"Recommender Systems Using Linear Classifiers","volume":"2","author":"Zhang","year":"2002","journal-title":"J. Machine Learning Research"},{"key":"ref14","first-page":"49","article-title":"Dependency Networks for Inference, Collaborative Filtering, and Data Visualization","volume":"1","author":"Heckerman","year":"2000","journal-title":"J. Machine Learning Research"},{"key":"ref15","first-page":"688","article-title":"Latent Class Models for Collaborative Filtering","volume-title":"Proc. Int\u2019l Joint Conf. Artificial Intelligence","author":"Hofmann"},{"key":"ref16","first-page":"314","article-title":"Collaborative Learning for Recommender Systems","volume-title":"Proc. 18th Int\u2019l Conf. Machine Learning","author":"Lee"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013284820704"},{"key":"ref19","first-page":"473","article-title":"Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach","volume-title":"Proc. 16th Conf. Uncertainty in Artificial Intelligence","author":"Pennock"},{"key":"ref20","first-page":"439","article-title":"Combining Collaborative Filtering with Personal Agents for Better Recommendations","volume-title":"Proc. AAAI-99","author":"Good"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/502716.502737"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/358916.358995"},{"key":"ref23","article-title":"Online Queries for Collaborative Filtering","volume-title":"Proc. Ninth Int\u2019l Workshop Artificial Intelligence and Statistics","author":"Boutilier"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3502-4"},{"key":"ref25","article-title":"Troubleshooting under Uncertainty","volume-title":"Technical Report MSR-TR-94-07","author":"Heckerman","year":"1994"},{"key":"ref26","article-title":"Active Learning: Theory and Applicaitons","author":"Tong","year":"2001"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50026-X"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/047174882x"},{"key":"ref29","volume-title":"Monte Carlo Concepts, Algorithms and Applications","author":"Fishman","year":"1996"},{"key":"ref30","volume-title":"Learning with Kernels","author":"Scholkopf","year":"2002"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312682"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44533-1_68"},{"key":"ref33","first-page":"616","article-title":"Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering","volume-title":"Proc. 19th Conf. Uncertainty in Artificial Intelligence","author":"Yu"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/69\/28287\/01264822.pdf?arnumber=1264822","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,16]],"date-time":"2025-03-16T04:00:23Z","timestamp":1742097623000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1264822\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,1]]},"references-count":33,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2004,1]]}},"URL":"https:\/\/doi.org\/10.1109\/tkde.2004.1264822","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2004,1]]}}}