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Volumn 5, Issue 1, 2016, Pages

SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

Author keywords

benchmark; methods evaluation; sentiment analysis

Indexed keywords

ARTIFICIAL INTELLIGENCE; BENCHMARKING; FRUITS; LEARNING SYSTEMS; SUPERVISED LEARNING;

EID: 84978152242     PISSN: None     EISSN: 21931127     Source Type: Journal    
DOI: 10.1140/epjds/s13688-016-0085-1     Document Type: Article
Times cited : (362)

References (74)
  • 1
    • 84875706201 scopus 로고    scopus 로고
    • Techniques and applications for sentiment analysis
    • Feldman R (2013) Techniques and applications for sentiment analysis. Commun ACM 56(4):82-89. doi:10.1145/2436256.2436274
    • (2013) Commun ACM , vol.56 , Issue.4 , pp. 82-89
    • Feldman, R.1
  • 2
    • 12244305149 scopus 로고    scopus 로고
    • Mining and summarizing customer reviews
    • Hu M, Liu B (2004) Mining and summarizing customer reviews. In: KDD’04, pp 168-177.
    • (2004) KDD’04 , pp. 168-177
    • Hu, M.1    Liu, B.2
  • 3
    • 84884724722 scopus 로고    scopus 로고
    • On the predictability of stock market behavior using stocktwits sentiment and posting volume
    • Lecture notes in computer science, 8154, Springer, Heidelberg
    • Oliveira N, Cortez P, Areal N (2013) On the predictability of stock market behavior using stocktwits sentiment and posting volume. In: Progress in artificial intelligence. Lecture notes in computer science, vol 8154. Springer, Heidelberg, pp 355-365
    • (2013) Progress in artificial intelligence , pp. 355-365
    • Oliveira, N.1    Cortez, P.2    Areal, N.3
  • 7
    • 77649253939 scopus 로고    scopus 로고
    • The psychological meaning of words: LIWC and computerized text analysis methods
    • Tausczik YR, Pennebaker JW (2010) The psychological meaning of words: LIWC and computerized text analysis methods. J Lang Soc Psychol 29(1):24-54
    • (2010) J Lang Soc Psychol , vol.29 , Issue.1 , pp. 24-54
    • Tausczik, Y.R.1    Pennebaker, J.W.2
  • 10
    • 84902602980 scopus 로고    scopus 로고
    • Experimental evidence of massive-scale emotional contagion through social networks
    • Kramer ADI, Guillory JE, Hancock JT (2014) Experimental evidence of massive-scale emotional contagion through social networks. Proc Natl Acad Sci USA 111(24):8788-8790. doi:10.1073/pnas.1320040111
    • (2014) Proc Natl Acad Sci USA , vol.111 , Issue.24 , pp. 8788-8790
    • Kramer, A.D.I.1    Guillory, J.E.2    Hancock, J.T.3
  • 17
    • 80054073164 scopus 로고    scopus 로고
    • Survey on mining subjective data on the web
    • Tsytsarau M, Palpanas T (2012) Survey on mining subjective data on the web. Data Min Knowl Discov 24(3):478-514. doi:10.1007/s10618-011-0238-6
    • (2012) Data Min Knowl Discov , vol.24 , Issue.3 , pp. 478-514
    • Tsytsarau, M.1    Palpanas, T.2
  • 26
    • 84976702763 scopus 로고
    • WordNet: a lexical database for English
    • Miller GA (1995) WordNet: a lexical database for English. Commun ACM 38(11):39-41
    • (1995) Commun ACM , vol.38 , Issue.11 , pp. 39-41
    • Miller, G.A.1
  • 28
    • 84908152207 scopus 로고    scopus 로고
    • SenticNet 3: a common and common-sense knowledge base for cognition-driven sentiment analysis
    • Cambria E, Olsher D, Rajagopal D (2014) SenticNet 3: a common and common-sense knowledge base for cognition-driven sentiment analysis. In: 28th AAAI conference on artificial intelligence, pp 1515-1521
    • (2014) 28th AAAI conference on artificial intelligence , pp. 1515-1521
    • Cambria, E.1    Olsher, D.2    Rajagopal, D.3
  • 35
    • 85104377290 scopus 로고    scopus 로고
    • A system for real-time Twitter sentiment analysis of 2012 U.S. presidential election cycle
    • Wang H, Can D, Kazemzadeh A, Bar F, Narayanan S (2012) A system for real-time Twitter sentiment analysis of 2012 U.S. presidential election cycle. In: ACL system demonstrations, pp 115-120
    • (2012) ACL system demonstrations , pp. 115-120
    • Wang, H.1    Can, D.2    Kazemzadeh, A.3    Bar, F.4    Narayanan, S.5
  • 36
    • 0024023344 scopus 로고
    • Development and validation of brief measures of positive and negative affect: the PANAS scales
    • Watson D, Clark L (1985) Development and validation of brief measures of positive and negative affect: the PANAS scales. J Pers Soc Psychol 54(1):1063-1070
    • (1985) J Pers Soc Psychol , vol.54 , Issue.1 , pp. 1063-1070
    • Watson, D.1    Clark, L.2
  • 37
    • 84881408290 scopus 로고    scopus 로고
    • Crowdsourcing a word-emotion association lexicon
    • Mohammad S, Turney PD (2013) Crowdsourcing a word-emotion association lexicon. Comput Intell 29(3):436-465
    • (2013) Comput Intell , vol.29 , Issue.3 , pp. 436-465
    • Mohammad, S.1    Turney, P.D.2
  • 42
    • 84887059362 scopus 로고    scopus 로고
    • Norms of valence, arousal, and dominance for 13,915 English lemmas
    • Warriner AB, Kuperman V, Brysbaert M (2013) Norms of valence, arousal, and dominance for 13,915 English lemmas. Behav Res Methods 45(4):1191-1207
    • (2013) Behav Res Methods , vol.45 , Issue.4 , pp. 1191-1207
    • Warriner, A.B.1    Kuperman, V.2    Brysbaert, M.3
  • 43
    • 74949125309 scopus 로고    scopus 로고
    • Moving beyond Kučera and Francis: a critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English
    • Brysbaert M, New B (2009) Moving beyond Kučera and Francis: a critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English. Behav Res Methods 41(4):977-990
    • (2009) Behav Res Methods , vol.41 , Issue.4 , pp. 977-990
    • Brysbaert, M.1    New, B.2
  • 45
    • 33644632271 scopus 로고    scopus 로고
    • Annotating expressions of opinions and emotions in language
    • Wiebe J, Wilson T, Cardie C (2005) Annotating expressions of opinions and emotions in language. Lang Resour Eval 39(2):165-210
    • (2005) Lang Resour Eval , vol.39 , Issue.2 , pp. 165-210
    • Wiebe, J.1    Wilson, T.2    Cardie, C.3
  • 47
    • 79955752561 scopus 로고    scopus 로고
    • Twitter mood maps reveal emotional states of America
    • Biever C (2010) Twitter mood maps reveal emotional states of America. New Sci 207(2771):14
    • (2010) New Sci , vol.207 , Issue.2771 , pp. 14
    • Biever, C.1
  • 56
    • 85038601237 scopus 로고    scopus 로고
    • Synthesis lectures on human language technologies, 5(1)
    • Liu B (2012) Sentiment analysis and opinion mining. Synthesis lectures on human language technologies, vol 5(1). doi:10.2200/s00416ed1v01y201204hlt016
    • (2012) Sentiment analysis and opinion mining
    • Liu, B.1
  • 63
    • 77954427835 scopus 로고    scopus 로고
    • Measuring the happiness of large-scale written expression: songs, blogs, and presidents
    • Dodds PS, Danforth CM (2009) Measuring the happiness of large-scale written expression: songs, blogs, and presidents. J Happiness Stud 11(4):441-456. doi:10.1007/s10902-009-9150-9
    • (2009) J Happiness Stud , vol.11 , Issue.4 , pp. 441-456
    • Dodds, P.S.1    Danforth, C.M.2
  • 70
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33(1):159-174
    • (1977) Biometrics , vol.33 , Issue.1 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 73
    • 84933504997 scopus 로고    scopus 로고
    • Positive words carry less information than negative words
    • Garcia D, Garas A, Schweitzer F (2012) Positive words carry less information than negative words. EPJ Data Sci 1(1):3
    • (2012) EPJ Data Sci , vol.1 , Issue.1
    • Garcia, D.1    Garas, A.2    Schweitzer, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.