{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T16:57:01Z","timestamp":1775235421651,"version":"3.50.1"},"reference-count":97,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2016,3,1]],"date-time":"2016-03-01T00:00:00Z","timestamp":1456790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Dutch national program COMMIT"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2016,3,1]]},"DOI":"10.1109\/tkde.2015.2485209","type":"journal-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T19:02:29Z","timestamp":1443726149000},"page":"813-830","source":"Crossref","is-referenced-by-count":640,"title":["Survey on Aspect-Level Sentiment Analysis"],"prefix":"10.1109","volume":"28","author":[{"given":"Kim","family":"Schouten","sequence":"first","affiliation":[]},{"given":"Flavius","family":"Frasincar","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367513"},{"key":"ref38","first-page":"90","article-title":"Targeting sentiment expressions through supervised ranking of linguistic configurations","author":"kessler","year":"0","journal-title":"Proc of the 3rd Int'l AAAI Conf on Weblogs and Social Media"},{"key":"ref33","first-page":"1199","article-title":"Expanding domain sentiment lexicon through double propagation","author":"qiu","year":"0","journal-title":"Proc 21st Int Joint Conf Artif Intell"},{"key":"ref32","first-page":"1","article-title":"Overview of chinese opinion analysis evaluation 2008","author":"zhao","year":"0","journal-title":"Proceedings of the 1st Chinese Opinion Analysis Evaluation"},{"key":"ref31","first-page":"377","article-title":"Generalizing syntactic structures for product attribute candidate extraction","author":"zhao","year":"0","journal-title":"Proc Conf Human Lang Technol Conf North Amer Chap Assoc Comput Linguist"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04769-5_10"},{"key":"ref37","first-page":"575","article-title":"Sentence and expression level annotation of opinions in user-generated discourse","author":"toprak","year":"0","journal-title":"Proc 48th Ann Meeting of the Assoc Computational Linguistics"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1183614.1183625"},{"key":"ref35","first-page":"1035","article-title":"Extracting opinion targets in a single- and cross-domain setting with conditional random fields","author":"jakob","year":"0","journal-title":"Proc Conf Empirical Methods Natural Lang Process"},{"key":"ref34","first-page":"1462","article-title":"Extracting and ranking product features in opinion documents","author":"zhang","year":"0","journal-title":"Proc 23rd Int Conf Comput Linguistics"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060797"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-19400-9_31"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1250910.1250938"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2011.125"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/582415.582418"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020505"},{"key":"ref24","author":"moghaddam","year":"0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014073"},{"key":"ref25","first-page":"755","article-title":"Mining opinion features in customer reviews","author":"hu","year":"0","journal-title":"Proc 19th Nat Conf Artif Intell"},{"key":"ref50","first-page":"1496","article-title":"Aspect ranking: Identifying important product aspects from online consumer reviews","author":"yu","year":"0","journal-title":"Proc Proc 49th Annu Meeting Assoc Comput Linguist Human Lang Technol"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00958-7_88"},{"key":"ref59","first-page":"653","article-title":"Structure-aware review mining and summarization","author":"li","year":"0","journal-title":"Proc 23rd Int Conf Comput Linguistics"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242596"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/383952.384021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2063689"},{"key":"ref55","first-page":"914","article-title":"Learning the similarity of documents: An information-geometric approach to document retrieval and categorization","author":"hofmann","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref54","first-page":"993","article-title":"Latent dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1162\/coli_a_00034"},{"key":"ref52","article-title":"Building a sentiment summarizer for local service reviews","author":"blair-goldensohn","year":"0","journal-title":"Proc Workshop NLP Inf Explosion"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835903"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1070.0810"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1561\/1500000011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/09603100701857922"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/15252019.2006.10722114"},{"key":"ref8","volume":"16","author":"liu","year":"2012"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3115\/1220575.1220618"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-011-0238-6"},{"key":"ref9","year":"0","journal-title":"Collins English Dictionary Complete and Unabridged"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1341531.1341560"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488467"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609570"},{"key":"ref47","first-page":"803","article-title":"On the design of LDA models for aspect-based opinion mining","author":"moghaddam","year":"0","journal-title":"Proc 21st ACM Int Conf Inf Knowl Manag"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972818.43"},{"key":"ref41","article-title":"Beyond the stars: Improving ratig predictions using review content","author":"ganu","year":"0","journal-title":"Proceedings of the 12th International Workshop on the Web and Databases"},{"key":"ref44","first-page":"461","article-title":"Multi-facet rating of product reviews","author":"baccianella","year":"0","journal-title":"Proc 31th Eur Conf IR Res Adv Inf Retrieval"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20841-6_38"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2010006"},{"key":"ref72","first-page":"308","article-title":"A joint model of text and aspect ratings for sentiment summarization","author":"titov","year":"0","journal-title":"Proc 46th Annu Meet Assoc Comput Linguistics Human Lang Technol"},{"key":"ref71","first-page":"336","article-title":"Fine-grained sentiment analysis with structural features","author":"zirn","year":"0","journal-title":"Proc 5th Int Joint Conf Natural Lang Process"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557148"},{"key":"ref76","first-page":"56","article-title":"Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid","author":"zhao","year":"0","journal-title":"Proc Conf Empirical Methods Natural Lang Process"},{"key":"ref77","first-page":"804","article-title":"An unsupervised aspect-sentiment model for online reviews","author":"brody","year":"0","journal-title":"Proc Conf North Am Ch Assoc Computat Linguistics Human Lang Technol"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935932"},{"key":"ref75","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1613\/jair.3647","article-title":"Automatic aggregation by joint modeling of aspects and values","volume":"46","author":"sauper","year":"2013","journal-title":"J Artif Intell Res"},{"key":"ref78","first-page":"320","article-title":"Modeling review comments","author":"mukherjee","year":"0","journal-title":"Proc Annual Meeting of the Assoc Computational Linguistics"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3115\/1690219.1690239"},{"key":"ref60","first-page":"22","article-title":"Word association norms, mutual information, and lexicography","volume":"16","author":"church","year":"1990","journal-title":"Comput Linguistics"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646233"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.2307\/1932409"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.3115\/1613715.1613816"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s10579-005-7880-9"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3115\/1220575.1220619"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1983.4767390"},{"key":"ref67","first-page":"174","article-title":"Predicting the semantic orientation of adjectives","author":"hatzivassiloglou","year":"0","journal-title":"Proc 35th Annu Meet Assoc Comput Linguistics 8th Conf Eur Chapter Assoc Comput Linguistics"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/945645.945658"},{"key":"ref69","first-page":"86","article-title":"Opinion mining on the web by extracting subject-aspect-evaluation relations","author":"kobayashi","year":"0","journal-title":"Proc AAAI Spring Symp Comput Approaches Anal Weblogs"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.foodqual.2004.05.012"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/dir.1014"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2013.30"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646004"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2012.00417.x"},{"key":"ref92","first-page":"100","article-title":"Opinion extraction, summarization and tracking in news and blog corpora","author":"ku","year":"0","journal-title":"Proc AAAI Spring Symp Comput Approaches Anal Weblogs"},{"key":"ref91","doi-asserted-by":"crossref","DOI":"10.1515\/9780691214696","volume":"1","author":"shafer","year":"1976","journal-title":"A Mathematical Theory of Evidence"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/361201"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9392-5"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.03.022"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3115\/1220355.1220555"},{"key":"ref11","author":"plutchik","year":"1980","journal-title":"Emotion A Psychoevolutionary Synthesis"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.02.063"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2004"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S15-2082"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741626"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.3115\/1699510.1699534"},{"key":"ref16","first-page":"766","article-title":"A review selection approach for accurate feature rating estimation","author":"long","year":"0","journal-title":"Proc 23rd Int Conf Comput Linguistics"},{"key":"ref81","first-page":"243","article-title":"Rhetorical structure theory: Toward a functional theory of text organization","volume":"8","author":"mann","year":"1998","journal-title":"Text"},{"key":"ref17","first-page":"641","article-title":"Pranking with ranking","author":"crammer","year":"0","journal-title":"Proc Adv Neural Inf Process Syst 14"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871739"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.3115\/1599081.1599112"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-06028-6_23"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148215"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.3115\/1073445.1073475"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21662"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/1-4020-4102-0_1"},{"key":"ref86","first-page":"378","article-title":"Sentiment composition","author":"moilanen","year":"0","journal-title":"Proc Recent Adv Natural Lang Process"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2011.6084066"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646241"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7398215\/07286808.pdf?arnumber=7286808","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,22]],"date-time":"2022-05-22T14:43:46Z","timestamp":1653230626000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7286808\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3,1]]},"references-count":97,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2015.2485209","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2016,3,1]]}}}