{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T05:11:07Z","timestamp":1775193067886,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,10,12]],"date-time":"2013-10-12T00:00:00Z","timestamp":1381536000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2013,10,12]]},"DOI":"10.1145\/2507157.2507163","type":"proceedings-article","created":{"date-parts":[[2013,10,17]],"date-time":"2013-10-17T12:23:54Z","timestamp":1382012634000},"page":"165-172","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1060,"title":["Hidden factors and hidden topics"],"prefix":"10.1145","author":[{"given":"Julian","family":"McAuley","sequence":"first","affiliation":[{"name":"Stanford, Stanford, CA, USA"}]},{"given":"Jure","family":"Leskovec","sequence":"additional","affiliation":[{"name":"Stanford, Stanford, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2013,10,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00958-7_41"},{"key":"e_1_3_2_1_2_1","volume-title":"KDD Cup and Workshop","author":"Bennett J.","year":"2007","unstructured":"J. Bennett and S. Lanning . The Netflix prize . In KDD Cup and Workshop , 2007 . J. Bennett and S. Lanning. The Netflix prize. In KDD Cup and Workshop, 2007."},{"key":"e_1_3_2_1_3_1","volume-title":"NIPS","author":"Blei D.","year":"2007","unstructured":"D. Blei and J. McAuliffe . Supervised topic models . In NIPS , 2007 . D. Blei and J. McAuliffe. Supervised topic models. In NIPS, 2007."},{"key":"e_1_3_2_1_4_1","volume-title":"JMLR","author":"Blei D.","year":"2003","unstructured":"D. Blei , A. Ng , and M. Jordan . Latent dirichlet allocation . JMLR , 2003 . D. Blei, A. Ng, and M. Jordan. Latent dirichlet allocation. JMLR, 2003."},{"key":"e_1_3_2_1_5_1","volume-title":"ACL","author":"Brody S.","year":"2010","unstructured":"S. Brody and N. Elhadad . An unsupervised aspect-sentiment model for online reviews . In ACL , 2010 . S. Brody and N. Elhadad. An unsupervised aspect-sentiment model for online reviews. In ACL, 2010."},{"key":"e_1_3_2_1_6_1","volume-title":"WebDB","author":"Ganu G.","year":"2009","unstructured":"G. Ganu , N. Elhadad , and A. Marian . Beyond the stars: Improving rating predictions using review text content . In WebDB , 2009 . G. Ganu, N. Elhadad, and A. Marian. Beyond the stars: Improving rating predictions using review text content. In WebDB, 2009."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014073"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341531.1341560"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935932"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.3115\/1220355.1220555"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_5"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/1609067.1609124"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365977"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646003"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/2117693.2119585"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526728"},{"key":"e_1_3_2_1_19_1","volume-title":"WWW","author":"McAuley J.","year":"2013","unstructured":"J. McAuley and J. Leskovec . From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews . In WWW , 2013 . J. McAuley and J. Leskovec. From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews. In WWW, 2013."},{"key":"e_1_3_2_1_20_1","unstructured":"J. McAuley and J. Leskovec. Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text. Extended version http:\/\/i.stanford.edu\/~julian\/pdfs\/recsys_extended.pdf  J. McAuley and J. Leskovec. Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text. Extended version http:\/\/i.stanford.edu\/~julian\/pdfs\/recsys_extended.pdf"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.110"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1090\/S0025-5718-1980-0572855-7"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.3115\/1220575.1220618"},{"key":"e_1_3_2_1_24_1","volume-title":"WWW","author":"Sharma A.","year":"2013","unstructured":"A. Sharma and D. Cosley . Do social explanations work? Studying and modeling the effects of social explanations in recommender systems . In WWW , 2013 . A. Sharma and D. Cosley. Do social explanations work? Studying and modeling the effects of social explanations in recommender systems. In WWW, 2013."},{"key":"e_1_3_2_1_25_1","volume-title":"ACL","author":"Titov I.","year":"2008","unstructured":"I. Titov and R. McDonald . A joint model of text and aspect ratings for sentiment summarization . In ACL , 2008 . I. Titov and R. McDonald. A joint model of text and aspect ratings for sentiment summarization. In ACL, 2008."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367513"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000001"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835903"},{"key":"e_1_3_2_1_30_1","volume-title":"EMNLP","author":"Zhao W.","year":"2010","unstructured":"W. Zhao , J. Jiang , H. Yan , and X. Li . Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid . In EMNLP , 2010 . W. Zhao, J. Jiang, H. Yan, and X. Li. Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid. In EMNLP, 2010."}],"event":{"name":"RecSys '13: Seventh ACM Conference on Recommender Systems","location":"Hong Kong China","acronym":"RecSys '13","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Proceedings of the 7th ACM conference on Recommender systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2507157.2507163","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2507157.2507163","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:28:37Z","timestamp":1750231717000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2507157.2507163"}},"subtitle":["understanding rating dimensions with review text"],"short-title":[],"issued":{"date-parts":[[2013,10,12]]},"references-count":30,"alternative-id":["10.1145\/2507157.2507163","10.1145\/2507157"],"URL":"https:\/\/doi.org\/10.1145\/2507157.2507163","relation":{},"subject":[],"published":{"date-parts":[[2013,10,12]]},"assertion":[{"value":"2013-10-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}