{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:42:17Z","timestamp":1772120537395,"version":"3.50.1"},"publisher-location":"Cham","reference-count":62,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319303178","type":"print"},{"value":"9783319303192","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-30319-2_1","type":"book-chapter","created":{"date-parts":[[2016,3,22]],"date-time":"2016-03-22T07:31:27Z","timestamp":1458631887000},"page":"1-24","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":33,"title":["Fundamentals of Sentiment Analysis and Its Applications"],"prefix":"10.1007","author":[{"given":"Mohsen","family":"Farhadloo","sequence":"first","affiliation":[]},{"given":"Erik","family":"Rolland","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,3,23]]},"reference":[{"key":"1_CR1","unstructured":"Andreevskaia, A. Bergler, S.: Mining wordnet for a fuzzy sentiment: Senti-ment tag extraction from wordnet glosses. In: EACL, vol. 6, pp. 209\u2013216, (2006)"},{"issue":"6","key":"1_CR2","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1002\/(SICI)1097-4571(198611)37:6<357::AID-ASI1>3.0.CO;2-H","volume":"37","author":"MJ Bates","year":"1986","unstructured":"Bates, M.J.: Subject access in online catalogs: a design model. J. Am. Soci. Inf. Sci. 37(6), 357\u2013376 (1986)","journal-title":"J. Am. Soci. Inf. Sci."},{"key":"1_CR3","unstructured":"Bezdek, J.C. Sankar, K.: Fuzzy models for pattern recognition. Technical report, USDOE Pittsburgh Energy Technology Center, PA (United States); Oregon State University, Corvallis, OR (United States). Department of Computer Science; Naval Research Lab., Washington, DC (United States); Electric Power Research Institute, Palo Alto, CA (United States); Bureau of Mines, Washington, DC (United States) (1994)"},{"key":"1_CR4","unstructured":"Blair-Goldensohn, S., Hannan, K., McDonald, R., Neylon, T., Reis, G.A., Reynar, J.: Building a sentiment summarizer for local service reviews. In: WWW Workshop on NLP in the Information Explosion Era (2008)"},{"issue":"4","key":"1_CR5","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei, D.M.: Probabilistic topic models. Commun. ACM 55(4), 77\u201384 (2012)","journal-title":"Commun. ACM"},{"key":"1_CR6","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"1_CR7","unstructured":"Brody, S., Elhadad, N.: An unsupervised aspect-sentiment model for online reviews. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, pp. 804\u2013812 (2010)"},{"key":"1_CR8","unstructured":"Cambria, E., Havasi, C., Hussain, A.: Senticnet 2: a semantic and affective resource for opinion mining and sentiment analysis. In: FLAIRS Conference, pp. 202\u2013207 (2012)"},{"issue":"2","key":"1_CR9","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1109\/MIS.2013.30","volume":"28","author":"Erik Cambria","year":"2013","unstructured":"Cambria, E., Schuller, B., Xia, Y., Havasi, C.: New avenues in opinion mining and sentiment analysis. Intell. Syst. IEEE 28(2) (2013)","journal-title":"IEEE Intelligent Systems"},{"key":"1_CR10","unstructured":"Choi, Y., Cardie, C.: Hierarchical sequential learning for extracting opinionsand their attributes. In: Proceedings of the ACL 2010 conference: short papers, pp. 269\u2013274. Association for Computational Linguistics (2010)"},{"issue":"6","key":"1_CR11","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"SC Deerwester","year":"1990","unstructured":"Deerwester, S.C., Dumais, S.T., Landauer, T.K., Furnas, G.W., Harshman, R.A.: Indexing by latent semantic analysis. JASIS 41(6), 391\u2013407 (1990)","journal-title":"JASIS"},{"key":"1_CR12","first-page":"2121","volume":"12","author":"J Duchi","year":"2011","unstructured":"Duchi, J., Hazan, E., Singer, Y.: Adaptive subgradient methods for online learning and stochastic optimization. J. Mach. Learn. Res. 12, 2121\u20132159 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"1_CR13","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1002\/aris.1440380105","volume":"38","author":"ST Dumais","year":"2004","unstructured":"Dumais, S.T.: Latent semantic analysis. Annu. Rev. Inf. Sci. Technol. 38(1), 188\u2013230 (2004)","journal-title":"Annu. Rev. Inf. Sci. Technol."},{"key":"1_CR14","unstructured":"Esuli, A., Sebastiani, F.: Sentiwordnet: a publicly available lexical resource for opinion mining. In: Proceedings of LREC, vol. 6, pp. 417\u2013422. Citeseer (2006)"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Farhadloo, M., Rolland, E.: Multi-class sentiment analysis with clustering and score representation. In: 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW), pp. 904\u2013912. IEEE (2013)","DOI":"10.1109\/ICDMW.2013.63"},{"issue":"4","key":"1_CR16","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1145\/2436256.2436274","volume":"56","author":"R Feldman","year":"2013","unstructured":"Feldman, R.: Techniques and applications for sentiment analysis. Commun. ACM 56(4), 82\u201389 (2013)","journal-title":"Commun. ACM"},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Fellbaum, C.: WordNet. Wiley Online Library, (1998)","DOI":"10.7551\/mitpress\/7287.001.0001"},{"key":"1_CR18","unstructured":"Filatova, E.: Irony and sarcasm: Corpus generation and analysis using crowdsourcing. In: LREC, pp. 392\u2013398 (2012)"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Finn, A., Kushmerick, N., Smyth, B.: Genre classification and domain transfer for information filtering. In: Advances in Information Retrieval, pp. 353\u2013362. Springer (2002)","DOI":"10.1007\/3-540-45886-7_23"},{"issue":"11","key":"1_CR20","doi-asserted-by":"publisher","first-page":"964","DOI":"10.1145\/32206.32212","volume":"30","author":"GW Furnas","year":"1987","unstructured":"Furnas, G.W., Landauer, T.K., Gomez, L.M., Dumais, S.T.: The vocabulary problem in human-system communication. Commun. ACM 30(11), 964\u2013971 (1987)","journal-title":"Commun. ACM"},{"key":"1_CR21","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/11552253_12","volume-title":"Advances in Intelligent Data Analysis VI","author":"M Gamon","year":"2005","unstructured":"Gamon, M., Aue, A., Corston-Oliver, S., Ringger, E.: Pulse: mining customer opinions from free text. Advances in Intelligent Data Analysis VI, pp. 121\u2013132. Springer, Berlin (2005)"},{"issue":"1","key":"1_CR22","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1037\/0096-3445.115.1.3","volume":"115","author":"RW Gibbs","year":"1986","unstructured":"Gibbs, R.W.: On the psycholinguistics of sarcasm. J. Exp. Psychol. Gen. 115(1), 3 (1986)","journal-title":"J. Exp. Psychol. Gen."},{"key":"1_CR23","doi-asserted-by":"crossref","unstructured":"Gibbs, R.W., Colston, H.L.: Irony in language and thought: a cognitive science reader. Psychology Press (2007)","DOI":"10.4324\/9781410616685"},{"key":"1_CR24","unstructured":"Gonz\u00e1lez-Ib\u00e1nez, R., Muresan, S., Wacholder, N.: Identifying sarcasm in twitter: a closer look. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers, vol. 2, pp. 581\u2013586. Association for Computational Linguistics (2011)"},{"issue":"2","key":"1_CR25","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1037\/0033-295X.114.2.211","volume":"114","author":"TL Griffiths","year":"2007","unstructured":"Griffiths, T.L., Steyvers, M., Tenenbaum, J.B.: Topics in semantic representation. Psychol. Rev. 114(2), 211 (2007)","journal-title":"Psychol. Rev."},{"key":"1_CR26","doi-asserted-by":"crossref","unstructured":"Hatzivassiloglou, V. McKeown, K. R.: Predicting the semantic orientation of adjectives. In: Proceedings of the 35th annual meeting of the association for computational linguistics and eighth conference of the european chapter of the association for computational linguistics, pp. 174\u2013181. Association for Computational Linguistics (1997)","DOI":"10.3115\/976909.979640"},{"key":"1_CR27","doi-asserted-by":"crossref","unstructured":"Hatzivassiloglou, V., Wiebe, J.M.: Effects of adjective orientation and gradability on sentence subjectivity. In: Proceedings of the 18th conference on Computational linguistics, vol. 1, pp. 299\u2013305. Association for Computational Linguistics (2000)","DOI":"10.3115\/990820.990864"},{"key":"1_CR28","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval, pp. 50\u201357. ACM (1999)","DOI":"10.1145\/312624.312649"},{"key":"1_CR29","unstructured":"Hu, M., Liu, B.: Mining and summarizing customer reviews. In: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, KDD\u201904, pp. 168\u2013177, ACM, New York, USA (2004). ISBN:1-58113-888-1"},{"key":"1_CR30","doi-asserted-by":"crossref","unstructured":"Jin, W., Ho, H.H., Srihari, R.K.: Opinionminer: a novel machine learning system for web opinion mining and extraction. In: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1195\u20131204. ACM (2009)","DOI":"10.1145\/1557019.1557148"},{"key":"1_CR31","doi-asserted-by":"crossref","unstructured":"Jo, Y., Oh, A.H.: Aspect and sentiment unification model for online review analysis. In: Proceedings of the fourth ACM international conference on Web search and data mining, pp. 815\u2013824. ACM (2011)","DOI":"10.1145\/1935826.1935932"},{"key":"1_CR32","unstructured":"King, R.: Sentiment analysis gives companies insight into consumer opinion. Business Week: technology (2011)"},{"key":"1_CR33","doi-asserted-by":"crossref","unstructured":"Lakkaraju, H., Bhattacharyya, C., Bhattacharya, I., Merugu, S.: Exploiting coherence for the simultaneous discovery of latent facets and associated sentiments. In: SDM, pp. 498\u2013509. SIAM (2011)","DOI":"10.1137\/1.9781611972818.43"},{"key":"1_CR34","unstructured":"Lakkaraju, H., Socher, R., Manning, C.: Aspect specific sentiment analysis using hierarchical deep learning. In: Deep Learning and Representation Learning Workshop, NIPS (2014)"},{"key":"1_CR35","unstructured":"Lancaster, F.W.: Vocabulary control for information retrieval (1972)"},{"key":"1_CR36","unstructured":"Li, F., Han, C., Huang, M., Zhu, X., Xia, Y.-J., Zhang, S., Yu, H.: Structure-aware review mining and summarization. In: Proceedings of the 23rd international conference on computational linguistics, pp. 653\u2013661. Association for Computational Linguistics (2010)"},{"key":"1_CR37","unstructured":"Liu, B.: Sentiment analysis and subjectivity. In: Handbook of natural language processing vol. 2, pp. 627\u2013666 (2010)"},{"issue":"1","key":"1_CR38","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2200\/S00416ED1V01Y201204HLT016","volume":"5","author":"B Liu","year":"2012","unstructured":"Liu, B.: Sentiment analysis and opinion mining. Synth. Lect. Hum. Lang. Technol. 5(1), 1\u2013167 (2012)","journal-title":"Synth. Lect. Hum. Lang. Technol."},{"key":"1_CR39","unstructured":"Lovins, J.B.: Development of a stemming algorithm. MIT Information Processing Group, Electronic Systems Laboratory (1968)"},{"key":"1_CR40","doi-asserted-by":"crossref","unstructured":"Lu, Y., Zhai, C., Sundaresan, N.: Rated aspect summarization of short comments. In: Proceedings of the 18th international conference on World wide web, pp. 131\u2013140. ACM (2009)","DOI":"10.1145\/1526709.1526728"},{"key":"1_CR41","unstructured":"Maynard, D., Greenwood, M.A.: Who cares about sarcastic tweets? investi-gating the impact of sarcasm on sentiment analysis. In: Proceedings of LREC (2014)"},{"key":"1_CR42","unstructured":"Moghaddam, S., Ester, M.: On the design of lda models for aspect-based opinion mining. In: CIKM\u201912: Proceedings of the 21st ACM international conference on Information and knowledge management, pp. 803\u2013812, ACM, New York, USA (2012). ISBN:978-1-4503-1156-4, \n                  http:\/\/doi.acm.org\/10.1145\/2396761.2396863"},{"issue":"1\u20132","key":"1_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found. Trends Inf. Retr."},{"key":"1_CR44","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up?: sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing, vol. 10, pp. 79\u201386 (2002)","DOI":"10.3115\/1118693.1118704"},{"issue":"2","key":"1_CR45","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1109\/MIS.2013.4","volume":"28","author":"Soujanya Poria","year":"2013","unstructured":"Poria, S., Gelbukh, A., Hussain, A., Das, D., Bandyopadhyay, S.: Enhanced senticnet with affective labels for concept-based opinion mining. Intell. Syst. IEEE, 28(2) (2013)","journal-title":"IEEE Intelligent Systems"},{"issue":"3","key":"1_CR46","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1108\/eb046814","volume":"14","author":"MF Porter","year":"1980","unstructured":"Porter, M.F.: An algorithm for suffix stripping. Program 14(3), 130\u2013137 (1980)","journal-title":"Program"},{"key":"1_CR47","unstructured":"Resnik, P., Hardisty, E.: Gibbs sampling for the uninitiated. Technical report, Maryland University College Park Institute For Advanced Computer Studies, DTIC Document (2010)"},{"issue":"7","key":"1_CR48","first-page":"424","volume":"427","author":"M Steyvers","year":"2007","unstructured":"Steyvers, M., Griffiths, T.: Probabilistic topic models. Handb. Latent Sem. Anal. 427(7), 424\u2013440 (2007)","journal-title":"Handb. Latent Sem. Anal."},{"issue":"4","key":"1_CR49","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1109\/91.940962","volume":"9","author":"P Subasic","year":"2001","unstructured":"Subasic, P., Huettner, A.: Affect analysis of text using fuzzy semantic typing. IEEE Trans. Fuzzy Syst. 9(4), 483\u2013496 (2001)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"5","key":"1_CR50","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1002\/(SICI)1097-4571(198609)37:5<331::AID-ASI8>3.0.CO;2-E","volume":"37","author":"E Svenonius","year":"1986","unstructured":"Svenonius, E.: Unanswered questions in the design of controlled vocabularies. J. Am. Soc. Inf. Sci. 37(5), 331\u2013340 (1986)","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"1_CR51","doi-asserted-by":"crossref","unstructured":"Tatemura, J.: Virtual reviewers for collaborative exploration of movie reviews. In: Proceedings of the 5th international conference on Intelligent user interfaces, pp. 272\u2013275. ACM (2000)","DOI":"10.1145\/325737.325870"},{"key":"1_CR52","doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th annual meeting on association for computational linguistics, pp. 417\u2013424. Association for Computational Linguistics (2002)","DOI":"10.3115\/1073083.1073153"},{"issue":"12","key":"1_CR53","doi-asserted-by":"publisher","first-page":"1777","DOI":"10.1016\/S0378-2166(99)00116-2","volume":"32","author":"A Utsumi","year":"2000","unstructured":"Utsumi, A.: Verbal irony as implicit display of ironic environment: distinguishing ironic utterances from nonirony. J. Pragmat. 32(12), 1777\u20131806 (2000)","journal-title":"J. Pragmat."},{"key":"1_CR54","doi-asserted-by":"crossref","unstructured":"Wallach, H.M.: Topic modeling: beyond bag-of-words. In: Proceedings of the 23rd international conference on Machine learning, pp. 977\u2013984. ACM (2006)","DOI":"10.1145\/1143844.1143967"},{"key":"1_CR55","doi-asserted-by":"crossref","unstructured":"Wang, H., Lu, Y., Zhai, C.: Latent aspect rating analysis on review text data: a rating regression approach. In: Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 783\u2013792. ACM (2010)","DOI":"10.1145\/1835804.1835903"},{"key":"1_CR56","unstructured":"Wang, X., McCallum, A., Wei, X.: Topical n-grams: phrase and topic discovery, with an application to information retrieval. In: Seventh IEEE International Conference on Data Mining, 2007. ICDM 2007, pp. 697\u2013702. IEEE (2007)"},{"issue":"4","key":"1_CR57","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1097\/00004010-200510000-00010","volume":"30","author":"KF Ward","year":"2005","unstructured":"Ward, K.F., Rolland, E., Patterson, R.A.: Improving outpatient health care quality: understanding the quality dimensions. Heal. Care Manag. Rev. 30(4), 361\u2013371 (2005)","journal-title":"Heal. Care Manag. Rev."},{"key":"1_CR58","unstructured":"Wiebe, J.: Learning subjective adjectives from corpora. In: AAAI\/IAAI, pp. 735\u2013740 (2000)"},{"issue":"3","key":"1_CR59","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1108\/00330330610681295","volume":"40","author":"P Willett","year":"2006","unstructured":"Willett, P.: The porter stemming algorithm: then and now. Program 40(3), 219\u2013223 (2006)","journal-title":"Program"},{"key":"1_CR60","doi-asserted-by":"crossref","unstructured":"Wong, T.-L., Bing, L., Lam, W.: Normalizing web product attributes and discovering domain ontology with minimal effort. In: Proceedings of the fourth ACM international conference on Web search and data mining, pp. 805\u2013814. ACM (2011)","DOI":"10.1145\/1935826.1935931"},{"key":"1_CR61","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1007\/978-3-642-20841-6_38","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Tian-Jie Zhan","year":"2011","unstructured":"Zhan, T.-J., Li, C.-H.: Semantic dependent word pairs generative model forfine-grained product feature mining. In: Advances in Knowledge Discovery and Data Mining, pp. 460\u2013475"},{"key":"1_CR62","unstructured":"Zhu, X., Ghahramani, Z.: Learning from labeled and unlabeled data with label propagation. Technical report, Technical Report CMU-CALD-02-107, Carnegie Mellon University (2002)"}],"container-title":["Studies in Computational Intelligence","Sentiment Analysis and Ontology Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-30319-2_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T16:56:41Z","timestamp":1559408201000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-30319-2_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319303178","9783319303192"],"references-count":62,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-30319-2_1","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"value":"1860-949X","type":"print"},{"value":"1860-9503","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"23 March 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}