{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T02:12:58Z","timestamp":1771035178010,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,8,27]],"date-time":"2017-08-27T00:00:00Z","timestamp":1503792000000},"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":[[2017,8,27]]},"DOI":"10.1145\/3109859.3109905","type":"proceedings-article","created":{"date-parts":[[2017,8,24]],"date-time":"2017-08-24T11:58:11Z","timestamp":1503575891000},"page":"321-325","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":62,"title":["A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews"],"prefix":"10.1145","author":[{"given":"Cataldo","family":"Musto","sequence":"first","affiliation":[{"name":"University of Bari, Bari, Italy"}]},{"given":"Marco","family":"de Gemmis","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, Italy"}]},{"given":"Giovanni","family":"Semeraro","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, Italy"}]},{"given":"Pasquale","family":"Lops","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, Italy"}]}],"member":"320","published-online":{"date-parts":[[2017,8,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2007.58"},{"key":"e_1_3_2_1_2_1","volume-title":"Recommender systems handbook","author":"Adomavicius Gediminas","unstructured":"Gediminas Adomavicius and YoungOk Kwon . 2015. Multi-criteria recommender systems . In Recommender systems handbook . Springer , 847--880. Gediminas Adomavicius and YoungOk Kwon. 2015. Multi-criteria recommender systems. In Recommender systems handbook. Springer, 847--880."},{"key":"e_1_3_2_1_3_1","volume-title":"SABRE: A Sentiment Aspect-Based Retrieval Engine. In Information Filtering and Retrieval","author":"Caputo Annalina","year":"2017","unstructured":"Annalina Caputo , Pierpaolo Basile , Marco de Gemmis , Pasquale Lops , Giovanni Semeraro , and Gaetano Rossiello . 2017 . SABRE: A Sentiment Aspect-Based Retrieval Engine. In Information Filtering and Retrieval . Springer , 63--78. Annalina Caputo, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, and Gaetano Rossiello. 2017. SABRE: A Sentiment Aspect-Based Retrieval Engine. In Information Filtering and Retrieval. Springer, 63--78."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-015-9157-3"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-015-9155-5"},{"key":"e_1_3_2_1_6_1","volume-title":"Preference Learning","author":"Gemmis Marco De","unstructured":"Marco De Gemmis , Leo Iaquinta , Pasquale Lops , Cataldo Musto , Fedelucio Narducci , and Giovanni Semeraro . 2010. Learning preference models in recommender systems . In Preference Learning . Springer Berlin Heidelberg , 387--407. Marco De Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, and Giovanni Semeraro. 2010. Learning preference models in recommender systems. In Preference Learning. Springer Berlin Heidelberg, 387--407."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2015.06.008"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.54"},{"key":"e_1_3_2_1_9_1","volume-title":"Multi-criteria ratings for recommender systems: an empirical analysis in the tourism domain. E-commerce and web technologies","author":"Fuchs Matthias","year":"2012","unstructured":"Matthias Fuchs and Markus Zanker . 2012. Multi-criteria ratings for recommender systems: an empirical analysis in the tourism domain. E-commerce and web technologies ( 2012 ), 100--111. Matthias Fuchs and Markus Zanker. 2012. Multi-criteria ratings for recommender systems: an empirical analysis in the tourism domain. E-commerce and web technologies (2012), 100--111."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2229012.2229065"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30504-0_15"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2012.05.002"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043950"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1142\/S021800140700548X"},{"key":"e_1_3_2_1_16_1","volume-title":"User Modeling, Adaptation, and Personalization","author":"Musto Cataldo","unstructured":"Cataldo Musto , Giovanni Semeraro , Pasquale Lops , and Marco de Gemmis . 2014. Combining distributional semantics and entity linking for context-aware content-based recommendation . In User Modeling, Adaptation, and Personalization . Springer , 381--392. Cataldo Musto, Giovanni Semeraro, Pasquale Lops, and Marco de Gemmis. 2014. Combining distributional semantics and entity linking for context-aware content-based recommendation. In User Modeling, Adaptation, and Personalization. Springer, 381--392."},{"key":"e_1_3_2_1_17_1","volume-title":"DART 2014: Information Filtering and Retrieval. CEUR-WS.org","volume":"1314","author":"Musto Cataldo","year":"2014","unstructured":"Cataldo Musto , Giovanni Semeraro , and Marco Polignano . 2014 . A comparison of lexicon-based approaches for sentiment analysis of microblog posts . DART 2014: Information Filtering and Retrieval. CEUR-WS.org , Volume 1314 (2014), 59--68. Cataldo Musto, Giovanni Semeraro, and Marco Polignano. 2014. A comparison of lexicon-based approaches for sentiment analysis of microblog posts. DART 2014: Information Filtering and Retrieval. CEUR-WS.org, Volume 1314 (2014), 59--68."},{"key":"e_1_3_2_1_18_1","volume-title":"A new ANEW: Evaluation of a word list for sentiment analysis in microblogs. arXiv preprint arXiv:1103.2903","author":"Nielsen Finn \u00c5rup","year":"2011","unstructured":"Finn \u00c5rup Nielsen . 2011. A new ANEW: Evaluation of a word list for sentiment analysis in microblogs. arXiv preprint arXiv:1103.2903 ( 2011 ). Finn \u00c5rup Nielsen. 2011. A new ANEW: Evaluation of a word list for sentiment analysis in microblogs. arXiv preprint arXiv:1103.2903 (2011)."},{"key":"e_1_3_2_1_19_1","volume-title":"Hogwild: A lock-free approach to parallelizing stochastic gradient descent. In Advances in Neural Information Processing Systems. 693--701.","author":"Recht Benjamin","year":"2011","unstructured":"Benjamin Recht , Christopher Re , Stephen Wright , and Feng Niu . 2011 . Hogwild: A lock-free approach to parallelizing stochastic gradient descent. In Advances in Neural Information Processing Systems. 693--701. Benjamin Recht, Christopher Re, Stephen Wright, and Feng Niu. 2011. Hogwild: A lock-free approach to parallelizing stochastic gradient descent. In Advances in Neural Information Processing Systems. 693--701."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645712"},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the conference on empirical methods in natural language processing (EMNLP)","volume":"1631","author":"Socher Richard","year":"2013","unstructured":"Richard Socher , Alex Perelygin , Jean Y. Wu , Jason Chuang , Christopher D. Manning , Andrew Y. Ng , and Christopher Potts . 2013 . Recursive deep models for semantic compositionality over a sentiment treebank . In Proceedings of the conference on empirical methods in natural language processing (EMNLP) , Vol. 1631 . Citeseer, 1642. Richard Socher, Alex Perelygin, Jean Y. Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, and Christopher Potts. 2013. Recursive deep models for semantic compositionality over a sentiment treebank. In Proceedings of the conference on empirical methods in natural language processing (EMNLP), Vol. 1631. Citeseer, 1642."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.3115\/1119282.1119287"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68880-8_32"}],"event":{"name":"RecSys '17: Eleventh ACM Conference on Recommender Systems","location":"Como Italy","acronym":"RecSys '17","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 Eleventh ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3109859.3109905","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3109859.3109905","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:37:30Z","timestamp":1750217850000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3109859.3109905"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,27]]},"references-count":23,"alternative-id":["10.1145\/3109859.3109905","10.1145\/3109859"],"URL":"https:\/\/doi.org\/10.1145\/3109859.3109905","relation":{},"subject":[],"published":{"date-parts":[[2017,8,27]]},"assertion":[{"value":"2017-08-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}