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Lecture notes}} , author={{ JerryRHobbs }} , booktitle={{Center for the Study of Language and Information}} Stanford, California , year={1990} 21 } @incollection{b7, , title={{}} , journal={{IEEE Trans Pattern Anal Mach Intell}} 27 8 } @incollection{b8, , title={{Optimal feature selection for sentiment analysis}} , author={{ BAgarwal } and { NMittal }} , booktitle={{Proceedings of the 14th international conference on intelligent text processing and computational linguistics}} the 14th international conference on intelligent text processing and computational linguisticsSamos , year={2013. CICLing 2013} 7817 } @incollection{b9, , title={{An extensive empirical study of feature selection metrics for text classification}} , author={{ GForman }} , journal={{J Mach Learn Res}} 3 1 , year={2003} } @incollection{b10, , title={{MIFS-ND: a mutual information-based feature selection method}} , author={{ NHoque } and { DKBhattacharyya } and { JKKalita }} , journal={{Expert Syst Appl}} 41 14 , year={2014} } @incollection{b11, , title={{A comprehensive empirical comparison of modern supervised classification and feature selection methods for text categorization}} , author={{ YAphinyanaphongs } and { LDFu } and { ZLi } and { ERPeskin } and { EEfstathiadis } and { CFAliferis } and { AStatnikov }} , journal={{J Assoc Inf Sci Technol}} 65 10 , year={2014} } @book{b12, , title={{Introduction to information retrieval}} , author={{ CDManning } and { PRaghvan } and { HSchutze }} , year={2008} , publisher={Cambridge University Press} , address={Cambridge} } @incollection{b13, , title={{Sentiment classification of documents based on latent semantic analysis}} , author={{ LWang } and { YWan }} , booktitle={{Proceedings of the international conference on advanced research on computer education, simulation and modeling (CESM)}} the international conference on advanced research on computer education, simulation and modeling (CESM)Wuhan , year={2011} } @incollection{b14, , title={{Text classification using machine learning methods-a survey}} , author={{ BAgarwal } and { NMittal }} , booktitle={{Proceedings of the 2nd international conference on soft computing for problem solving (SocPros-2012)}} the 2nd international conference on soft computing for problem solving (SocPros-2012)Jaipur , year={2012} 236 } @incollection{b15, , title={{Sentiment classification using rough set based hybrid feature selection}} , author={{ BAgarwal } and { NMittal }} , booktitle={{Proceedings of the 4th workshop on computational approaches to subjectivity, sentiment and social media analysis (WASSA'13), NAACL-HLT}} the 4th workshop on computational approaches to subjectivity, sentiment and social media analysis (WASSA'13), NAACL-HLTAtlanta , year={2013} } @book{b16, , title={{Opinion mining and sentiment analysis. Foundations and trends in information retrieval}} , author={{ BPang } and { LLee }} , year={2008} , publisher={Now Publishers} 2 , address={Hanover} } @incollection{b17, , title={{An empirical study of sentiment analysis for chinese documents}} , author={{ STan } and { JZhang }} , journal={{Expert Syst Appl}} 34 4 , year={2008} } @incollection{b18, , title={{Thumbs up? Sentiment classification using machine learning techniques}} , author={{ BPang } and { LLee } and { SVaithyanathan }} , booktitle={{Proceedings of the conference on empirical methods in natural language processing}} the conference on empirical methods in natural language processingPrague , year={2002} } @incollection{b19, , title={{Sentiment analysis in multiple languages: feature selection for opinion classification in Web forums}} , author={{ AAbbasi } and { HChen } and { ASalem }} , journal={{ACM Trans Inf Syst}} 26 3 , year={2008} } @incollection{b20, , title={{Comparison of feature selection methods for sentiment analysis}} , author={{ CNicholls } and { FSong }} , booktitle={{Proceedings of the 23rd Canadian conference on advances in artificial intelligence}} the 23rd Canadian conference on advances in artificial intelligenceOttawa , year={2010} 6085 } @incollection{b21, , title={{Sentiment classification on customer feedback data: noisy data, large feature vectors, and the role of linguistic analysis}} , author={{ MGamon }} , booktitle={{Proceedings of the 20th international conference on computational linguistics}} the 20th international conference on computational linguisticsGeneva , year={2004} } @incollection{b22, , title={{Categorical probability proportion difference (CPPD): a feature selection method for sentiment classification}} , author={{ BAgarwal } and { NMittal }} , booktitle={{Proceedings of the 2nd workshop on sentiment analysis where AI meets psychology}} the 2nd workshop on sentiment analysis where AI meets psychologyMumbai , year={2012. 2012} } @incollection{b23, , title={{Categorical proportional difference: a feature selection method for text categorization}} , author={{ MSimeon } and { RHilderman }} , booktitle={{Proceedings of the 7th Australasian data mining conference}} the 7th Australasian data mining conferenceGlenelg , year={2008} } @incollection{b24, , title={{A feature selection method based on Fisher's discriminant ratio for text sentiment classification}} , author={{ SWang } and { DLi } and { SSong } and { YWei } and { HLi }} , booktitle={{Proceedings of the international conference on web information systems and mining (WISM)}} the international conference on web information systems and mining (WISM)Shanghai , year={2009} } @incollection{b25, , title={{Feature selection for sentiment analysis based on content and syntax models}} , author={{ ADuric } and { FSong }} , booktitle={{Proceedings of the 2nd workshop on computational approaches to subjectivity and sentiment analysis}} the 2nd workshop on computational approaches to subjectivity and sentiment analysisPortland , year={2011} } @incollection{b26, , title={{Intelligent feature selection for opinion classification}} , author={{ AAbbasi }} , journal={{IEEE Intell Syst}} 25 4 , year={2010} } @incollection{b27, , title={{Feature selection and weighting methods in sentiment analysis}} , author={{ TO'keefe } and { IKoprinska }} , booktitle={{Proceedings of the 14th Australasian document computing symposium}} the 14th Australasian document computing symposiumSydney , year={2009} } @incollection{b28, , title={{Incorporating semantic knowledge for sentiment analysis}} , author={{ SVerma } and { PBhattacharyya }} , booktitle={{Proceedings of the international conference on natural language processing}} the international conference on natural language processingHyderabad , year={2009} } @incollection{b29, , title={{SentiWordNet: a publicly available lexical resource for opinion mining}} , author={{ AEsuli } and { FSebastiani }} , booktitle={{Proceedings of 5th international conference on language resources and evaluation (LREC)}} 5th international conference on language resources and evaluation (LREC)Genoa , year={2006} } @incollection{b30, , title={{Opinion mining on newspaper quotations}} , author={{ ABalahur } and { RSteinberger } and { EV DGoot } and { BPouliquen } and { MKabadjov }} , booktitle={{Web Intelligence and Intelligent Agent Technologies}} , year={2009} 3 } @incollection{b31, , title={{Opinion Mining on Newspaper Quotations}} , author={{ PangBo } and { LeeLillian }} , booktitle={{Foundations and Trends in reviews}} , year={2013} 10 } @incollection{b32, , title={{An Integrated Framework for Avatar Data Collection from the Virtual World: A Case Study in Second Life}} , author={{ YZhang } and { XYu } and { YDang } and { Chen } and { H }} , journal={{IEEE Transaction on Intelligent Systems}} 25 6 , year={2010} } @incollection{b33, , title={{Product Feature Grouping for Opinion Mining}} , author={{ ZZhai } and { BLiu } and { JWang } and { HXu } and { PJia }} , journal={{IEEE Transaction on Intelligent Systems}} 27 4 , year={2012} } @incollection{b34, , title={{Opinion mining for biomedical text data: Feature space design and feature selection}} , author={{ RSwaminathan } and { ASharma } and { Yang } and { H }} , booktitle={{Proceedings of the 9th International Workshop on Data Mining in Bioinformatics}} the 9th International Workshop on Data Mining in Bioinformatics , year={2010} } @incollection{b35, , title={{Ferom: Feature extraction and refinement for opinion mining}} , author={{ HJeong } and { DShin } and { JChoi }} , journal={{ETRI Journal}} 33 5 , year={2011} } @incollection{b36, , title={{Accelerated ABC (A-ABC) Algorithm for Continuous Optimization Problems}} , author={{ AOzkis } and { ABabalik }} , booktitle={{Lecture Notes on Software Engineering}} 1 3 , year={2013} } @incollection{b37, , title={{Modified ABC Algorithm for Generator Maintenance Scheduling}} , author={{ RAnandhakumar } and { SSubramanian } and { SGanesan }} , journal={{International Journal of Computer Science and Electrical Engineering}} 3 6 , year={2011} } @incollection{b38, , title={{Artificial Bee Colony Approach for Optimizing Feature Selection}} , author={{ SPalanisamy } and { SKanmani }} , journal={{International Journal of Computer Science}} 9 3 , year={2012} } @incollection{b39, , title={{Fuzzy clustering with artificial bee colony algorithm}} , author={{ DKaraboga } and { COzturk }} , booktitle={{Scientific research and Essays}} , year={2010} 5 } @incollection{b40, , title={{A study of supervised term weighting scheme for sentiment analysis}} , author={{ ZHDeng } and { KHLuo } and { HLYu }} , journal={{Expert Syst Appl}} 41 7 , year={2014} } @incollection{b41, , title={{Delta TFIDF: an improved feature space for sentiment analysis}} , author={{ JMartineau } and { TFinin }} , booktitle={{Proceedings of the third AAAI international conference on weblogs and social media}} the third AAAI international conference on weblogs and social media , year={2009} } @incollection{b42, , title={{Improving sentiment classification using feature highlighting and feature bagging}} , author={{ LDai } and { HChen } and { XLi }} , booktitle={{Proceedings of the 11th IEEE international conference on data mining workshops (ICDMW)}} the 11th IEEE international conference on data mining workshops (ICDMW)Vancouver , year={2011} } @incollection{b43, , title={{A study of information retrieval weighting schemes for sentiment analysis}} , author={{ GPaltoglou } and { MThelwallm }} , booktitle={{Proceedings of the 48th annual meeting of the Association for Computational Linguistics}} the 48th annual meeting of the Association for Computational LinguisticsUppsala , year={2010} } @incollection{b44, , title={{An information theoretic approach to sentiment polarity classification}} , author={{ YLin } and { JZhang } and { XWang } and { AZhou }} , booktitle={{Proceedings of the 2nd joint WICOW/AIRWeb workshop on web quality}} the 2nd joint WICOW/AIRWeb workshop on web qualityLyon , year={2012} } @incollection{b45, , title={{Language-independent sentiment analysis using subjectivity and positional information}} , author={{ VRaychev } and { PNakov }} , booktitle={{Proceedings of the international conference recent advances on natural language processing (RANLP)}} the international conference recent advances on natural language processing (RANLP)Borovets , year={2009} }