{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T02:35:24Z","timestamp":1743042924228,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642217852"},{"type":"electronic","value":"9783642217869"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-21786-9_42","type":"book-chapter","created":{"date-parts":[[2011,6,25]],"date-time":"2011-06-25T23:28:35Z","timestamp":1309044515000},"page":"254-260","source":"Crossref","is-referenced-by-count":1,"title":["Data Representation in Machine Learning-Based Sentiment Analysis of Customer Reviews"],"prefix":"10.1007","author":[{"given":"Ivan","family":"Shamshurin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"42_CR1","volume-title":"Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data","author":"B. Liu","year":"2006","unstructured":"Liu, B.: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data. Springer, Heidelberg (2006)"},{"key":"42_CR2","volume-title":"Programming Collective Intelligence: Building Smart Web 2.0 Applications","author":"T. Segaran","year":"2007","unstructured":"Segaran, T.: Programming Collective Intelligence: Building Smart Web 2.0 Applications. O\u2019Reilly, Sebastopol (2007)"},{"key":"42_CR3","doi-asserted-by":"crossref","unstructured":"Hu, M., Liu, B.: Mining and summarizing customer reviews. In: ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Seattle, Washington, USA (2004)","DOI":"10.1145\/1014052.1014073"},{"key":"42_CR4","volume-title":"Lecture notes in data mining","author":"M.W. Berry","year":"2007","unstructured":"Berry, M.W., Browne, M.: Lecture notes in data mining. World Scientific Publishing Co, Singapore (2007)"},{"key":"42_CR5","series-title":"Statistical Methods for Business and Industry","volume-title":"Applied Data Mining","author":"P. Giudici","year":"2003","unstructured":"Giudici, P.: Applied Data Mining. Statistical Methods for Business and Industry. Wiley, Chichester (2003)"},{"key":"42_CR6","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 ACL and the 8th Conference of the European Chapter of the ACL, pp. 174\u2013181. ACL, New Brunswick","DOI":"10.3115\/976909.979640"},{"key":"42_CR7","volume-title":"Programming Python","author":"M. Lutz","year":"2010","unstructured":"Lutz, M.: Programming Python. O\u2019Reilly, Sebastopol (2010)"},{"key":"42_CR8","volume-title":"Information Retrieval","author":"C.V. Rijsbergen van","year":"1979","unstructured":"van Rijsbergen, C.V.: Information Retrieval, 2nd edn. Butterworth, London; Boston (1979)","edition":"2"},{"key":"42_CR9","volume-title":"Natural Language Processing with Python","author":"S. Bird","year":"2009","unstructured":"Bird, S., Klein, E., Loper, E.: Natural Language Processing with Python. O\u2019Reilly, Sebastopol (2009)"},{"issue":"3","key":"42_CR10","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1145\/1324185.1324190","volume":"36","author":"A. Stavrianoui","year":"2007","unstructured":"Stavrianoui, A., Andritsos, P., Nicoloyannis, N.: Overview and Semantic Issues of Text Mining. SIGMOD Record\u00a036(3), 23\u201334 (2007)","journal-title":"SIGMOD Record"},{"key":"42_CR11","unstructured":"Poirier, D., Bothorel, C., Boulle, M.: Two possible approaches for opinion analysis in film reviews: statistic and linguistic. In: EMOT-2008: LREC 2008 Workshop on Sentiment Analysis: Emotion, Metaphor, Ontology (2008)"},{"key":"42_CR12","doi-asserted-by":"crossref","unstructured":"Williams, G.K., Anand, S.S.: Predicting the Polarity Strength of Adjectives UsingWordNet. In: Third International AAAI Conference on Weblogs and Social Media (2009)","DOI":"10.1609\/icwsm.v3i1.13995"},{"key":"42_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1007\/3-540-44795-4_42","volume-title":"Machine Learning: ECML 2001","author":"P.D. Turney","year":"2001","unstructured":"Turney, P.D.: Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol.\u00a02167, pp. 491\u2013502. Springer, Heidelberg (2001)"},{"key":"42_CR14","unstructured":"Budanitsky, A., Hirst, G.: Semantic distance in WordNet: An experimental, application-oriented evaluation of five measures. In: Workshop on WordNet and Other Lexical Resources, Second meeting of the North American Chapter of the Association for Computational Linguistics, Pittsburgh (2001)"},{"key":"42_CR15","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 of the Association for Computational Linguistics (ACL 2002), pp. 417\u2013424 (2002)","DOI":"10.3115\/1073083.1073153"},{"key":"42_CR16","doi-asserted-by":"crossref","unstructured":"Huang, A.: Similarity Measures for Text Document Clustering. In: Proceedings of the Sixth New Zealand Computer Science Research Student Conference NZCSRSC 2008, Christchurch, New Zealand, pp. 49\u201356 (2008)","DOI":"10.1080\/00480169.2008.36806"},{"key":"42_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-4467-2","volume-title":"Predictive Inference","author":"S. Geisser","year":"1993","unstructured":"Geisser, S.: Predictive Inference. Chapman and Hall, New York (1993)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-21786-9_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,6]],"date-time":"2025-03-06T18:16:22Z","timestamp":1741284982000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-21786-9_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642217852","9783642217869"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-21786-9_42","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}