{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:42:42Z","timestamp":1755801762884,"version":"3.44.0"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030009786"},{"type":"electronic","value":"9783030009793"}],"license":[{"start":{"date-parts":[[2018,9,28]],"date-time":"2018-09-28T00:00:00Z","timestamp":1538092800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-3-030-00979-3_43","type":"book-chapter","created":{"date-parts":[[2018,9,27]],"date-time":"2018-09-27T08:55:41Z","timestamp":1538038541000},"page":"409-417","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Investigation of Emotions on Purchased Item Reviews Using Machine Learning Techniques"],"prefix":"10.1007","author":[{"given":"P. K.","family":"Kumar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Nandagopalan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L. N.","family":"Swamy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,28]]},"reference":[{"unstructured":"www.cnet.com , www.epinion.com . Last accessed 12 Oct 2014","key":"43_CR1"},{"issue":"1","key":"43_CR2","first-page":"51","volume":"11","author":"BA Ojokoh","year":"2012","unstructured":"Ojokoh, B.A., Kayode, O.: A feature-opinion extraction approach to opinion mining. J.Web Eng. 11(1), 51\u201363 (2012)","journal-title":"J.Web Eng."},{"key":"43_CR3","first-page":"219","volume-title":"Lecture Notes in Computer Science","author":"Muhammad Abulaish","year":"2009","unstructured":"Abulaish, M., Doja. M.N., Ahmad, T.: Feature and Opinion mining for customer review summarization. In: Chaudry, S., et al. (eds.) Pattern Recognition and Machine Intelligence. Lecture Notes in Computer Science, vol. 5909, pp. 219\u2013224 (2009)"},{"unstructured":"Goeuriot, L., Na, J.-C., Min Kyaing, W.Y., Khoo, C., Chang, Y.K., Theng, Y.-L., Kim, J.-J.: Sentiment lexicons for health-related opinion mining. In: Proceedings IHI\u201912 Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, pp. 9\u2013226","key":"43_CR4"},{"doi-asserted-by":"crossref","unstructured":"Conrad, J.K., Schilder, F.: Opinion mining in legal blogs. In: Proceedings of ICAIL \u201807 Proceedings of the 11th International Conference on Artificial Intelligence and Law, pp. 231 \u2013 236","key":"43_CR5","DOI":"10.1145\/1276318.1276363"},{"issue":"3","key":"43_CR6","doi-asserted-by":"publisher","first-page":"6527","DOI":"10.1016\/j.eswa.2008.07.035","volume":"36","author":"Q Ye","year":"2009","unstructured":"Ye, Q., Zhang, Z., Law, R.: Sentiment classification of online reviews to travel destinations by supervised machine learning approaches. Expert Syst. Appl. 36(3), 6527\u20136535 (2009)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"43_CR7","doi-asserted-by":"publisher","first-page":"2622","DOI":"10.1016\/j.eswa.2007.05.028","volume":"34","author":"S TAN","year":"2008","unstructured":"Tan, S., Zhang, J.: An empirical study of sentiment analysis for chinese documents. Expert Syst. Appl. 34(4), 2622\u20132629 (2008)","journal-title":"Expert Systems with Applications"},{"doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L.: A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts. In: Proceedings of the 42nd annual meeting on Association for Computational Linguistics. Association for Computational Linguistics, p. 271 (2004)","key":"43_CR8","DOI":"10.3115\/1218955.1218990"},{"doi-asserted-by":"crossref","unstructured":"Wilson, T., Wiebe, J., Hoffmann, P.: Recognizing contextual polarity in phrase-level sentiment analysis. In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing. Association for Computational Linguistics, pp. 347\u2013354 (2005)","key":"43_CR9","DOI":"10.3115\/1220575.1220619"},{"doi-asserted-by":"crossref","unstructured":"Hatzivassiloglou, V., McKeown, K.R.: Predicting the semantic orientation of adjectives. In: Proceedings of the Eighth Conference on European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, pp. 174\u2013181 (1997)","key":"43_CR10","DOI":"10.3115\/979617.979640"},{"doi-asserted-by":"crossref","unstructured":"Li, F., Yang, Y.: Analysis of recursive feature elimination method. In: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM publication, pp. 633\u2013634 (2005)","key":"43_CR11","DOI":"10.1145\/1076034.1076164"},{"unstructured":"Sylvia Selva Rani, A., Rajalaxmi, R.R.: Unsupervised feature selection by binary bat algorithm. In: 2nd International Conference on Electronics and Communication Systems (ICECS). Published in IEEE Explore (2015)","key":"43_CR12"},{"doi-asserted-by":"crossref","unstructured":"Hwang, Y.-S., Rim, H.-C.: Decision tree decomposition based complex feature selection for text chunking. In: Proceedings of the 9th International Conference on Neural Information Processing, vol. 5, pp. 2217\u20132222 (2002)","key":"43_CR13","DOI":"10.1109\/ICONIP.2002.1201887"},{"unstructured":"Sylvia Selva Rani, A., Rajalaxmi, R.R.: Unsupervised feature selection by binary bat algorithm. In: 2nd International Conference on Electronics and Communication Systems (ICECS). Published in IEEE Explore (2015)","key":"43_CR14"},{"doi-asserted-by":"crossref","unstructured":"Y\u0131\u0307g\u0131\u0307t, F., Baykan, O.K.: A new feature selection method for text categorization based on information gain and particle swarm optimization. In: 3rd International Conference on Cloud Computing and Intelligence Systems (CCIS). Published in IEEE Explore 2014. Tavel, P. 2007 Modeling and Simulation Design. AK Peters Ltd","key":"43_CR15","DOI":"10.1109\/CCIS.2014.7175792"},{"key":"43_CR16","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1016\/j.knosys.2012.04.011","volume":"35","author":"Tao Xu","year":"2012","unstructured":"Xu, T., Peng, Q., Cheng, Y.: Identifying the semantic orientation of terms using s-hal for sentiment analysis. Know. Syst. 35, 279\u2013289 (2012)","journal-title":"Knowledge-Based Systems"},{"issue":"3","key":"43_CR17","doi-asserted-by":"publisher","first-page":"685","DOI":"10.1016\/j.dss.2013.02.006","volume":"55","author":"M Hagenau","year":"2013","unstructured":"Hagenau, M., Liebmann, M., Neumann, D.: Automated news reading: Stock price prediction based on financial news using context-capturing features. Decis. Support Syst. 55(3), 685\u2013697 (2013)","journal-title":"Decis. Support Syst."},{"unstructured":"Zhou, L., Li, B., Gao, W., Wei, Z., Wong, K.: Unsupervised discovery of discourse relations for eliminating intrasentence polarity ambiguities. In: Presented at the 2001 conference on Empirical Methods in Natural Language Processing (EMNLP\u201911) (2011)","key":"43_CR18"},{"issue":"8","key":"43_CR19","doi-asserted-by":"publisher","first-page":"3174","DOI":"10.1016\/j.eswa.2012.12.031","volume":"40","author":"Ferm\u00edn L. Cruz","year":"2013","unstructured":"Cruz, F.L., Troyano, J.A., Enr\u00edquez, F., Ortega F.J., Vallejo, C.G.: Long autonomy or long delay? The importance of domain in opinion mining. Expert Syst. Appl. 40(8), 3174\u20133184 (2013)","journal-title":"Expert Systems with Applications"},{"doi-asserted-by":"crossref","unstructured":"Abualigah, L.M., Khader, A.T, Al-Betar, M.A.: Unsupervised feature selection technique based on genetic algorithm for improving the text clustering. In: 7th International Conference on Computer Science and Information Technology (CSIT) pp. 1\u20136 (2016)","key":"43_CR20","DOI":"10.1109\/CSIT.2016.7549453"},{"unstructured":"Datafiniti: Instant Access to Every Data Point on the Web, https:\/\/datafiniti.co\/","key":"43_CR21"},{"unstructured":"Consumer Reviews of Amazon Products, https:\/\/www.kaggle.com\/datafiniti\/consumer-reviews-of-amazon-products","key":"43_CR22"},{"issue":"3","key":"43_CR23","doi-asserted-by":"publisher","first-page":"1777","DOI":"10.1016\/j.eswa.2010.07.105","volume":"38","author":"T-K Fan","year":"2011","unstructured":"Fan, T.-K., Chang, C.-H.: Blogger-centric contextual advertising. Expert Syst. Appl. 38(3), 1777\u20131788 (2011)","journal-title":"Expert Syst. Appl."},{"issue":"9","key":"43_CR24","doi-asserted-by":"publisher","first-page":"6182","DOI":"10.1016\/j.eswa.2010.02.109","volume":"37","author":"G Qiu","year":"2010","unstructured":"Qiu, G., He, X., Zhang, F., Shi, Y., Bu, J., Chen, C.: Dasa: dissatisfaction-oriented advertising based on sentiment analysis. Expert Syst. Appl. 37(9), 6182\u20136191 (2010)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"43_CR25","doi-asserted-by":"publisher","first-page":"680","DOI":"10.1016\/j.dss.2012.05.025","volume":"53","author":"Isa Maks","year":"2012","unstructured":"Maks, I., Vossen, P.: A lexicon model for deep sentiment analysis and opinion mining applications. Decis. Support Syst. 53(4), 680\u2013688 (2012)","journal-title":"Decision Support Systems"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Computing & Optimization"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00979-3_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,20]],"date-time":"2025-08-20T18:43:45Z","timestamp":1755715425000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00979-3_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,28]]},"ISBN":["9783030009786","9783030009793"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00979-3_43","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2018,9,28]]},"assertion":[{"value":"ICO","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing & Optimization","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pattaya","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ico2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.icico.info\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}