메뉴 건너뛰기




Volumn 35, Issue , 2012, Pages 279-289

Identifying the semantic orientation of terms using S-HAL for sentiment analysis

Author keywords

Opinion mining; Semantic orientation; Semantic polarity; Sentiment analysis; Text mining

Indexed keywords

CLASSIFICATION APPROACH; EMPIRICAL EVALUATIONS; FEATURE SPACE; HYPERSPACE ANALOGUE TO LANGUAGES; INTERNET SEARCH ENGINE; OPINION MINING; POINTWISE MUTUAL INFORMATION; REPRESENTATION MODEL; RESEARCH PROBLEMS; SEMANTIC ORIENTATION; SENTIMENT ANALYSIS; TEXT MINING; WEIGHTED FEATURES;

EID: 84866504151     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2012.04.011     Document Type: Article
Times cited : (74)

References (41)
  • 6
    • 79955887918 scopus 로고    scopus 로고
    • A machine learning approach to sentiment analysis in multilingual web texts
    • E. Boiy, and M.F. Moens A machine learning approach to sentiment analysis in multilingual web texts Information Retrieval 12 5 2009 526 558
    • (2009) Information Retrieval , vol.12 , Issue.5 , pp. 526-558
    • Boiy, E.1    Moens, M.F.2
  • 7
    • 85040258545 scopus 로고    scopus 로고
    • Sentiment analysis and subjectivity
    • N. Indurkhya, F.J. Damerau (Eds.)
    • B. Liu, Sentiment analysis and subjectivity, in: N. Indurkhya, F.J. Damerau (Eds.), Handbook of Natural Language Processing, 2010.
    • (2010) Handbook of Natural Language Processing
    • Liu, B.1
  • 11
    • 79952798987 scopus 로고    scopus 로고
    • Opinion word expansion and target extraction through double propagation
    • G. Qiu, B. Liu, J. Bu, and C. Chen Opinion word expansion and target extraction through double propagation Computational Linguistics 37 1 2011 9 27
    • (2011) Computational Linguistics , vol.37 , Issue.1 , pp. 9-27
    • Qiu, G.1    Liu, B.2    Bu, J.3    Chen, C.4
  • 12
    • 33646872279 scopus 로고    scopus 로고
    • Determining the semantic orientation of terms through gloss classification
    • DOI 10.1145/1099554.1099713, CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management
    • A. Esuli, F. Sebastiani, Determining the semantic orientation of terms through gloss classification, in: Proceedings of the 14th ACM International Conference on Information and Knowledge Management, Bremen, Germany, 2005, pp. 617-624. (Pubitemid 44022237)
    • (2005) International Conference on Information and Knowledge Management, Proceedings , pp. 617-624
    • Esuli, A.1    Sebastiani, F.2
  • 13
    • 77950596337 scopus 로고    scopus 로고
    • A classification-based review recommender
    • M.P. O'Mahony, and B. Smyth A classification-based review recommender Knowledge-Based Systems 23 4 2010 323 329
    • (2010) Knowledge-Based Systems , vol.23 , Issue.4 , pp. 323-329
    • O'Mahony, M.P.1    Smyth, B.2
  • 14
    • 79957481302 scopus 로고    scopus 로고
    • Warning system for online market research - Identifying critical situations in online opinion formation
    • C. Kaiser, S. Schlick, and F. Bodendorf Warning system for online market research - identifying critical situations in online opinion formation Knowledge-Based Systems 24 2011 824 836
    • (2011) Knowledge-Based Systems , vol.24 , pp. 824-836
    • Kaiser, C.1    Schlick, S.2    Bodendorf, F.3
  • 16
    • 84855980426 scopus 로고    scopus 로고
    • Estimating sequential bias in online reviews: A Kalman filtering approach
    • R.T. Sikora, and K. Chauhan Estimating sequential bias in online reviews: a Kalman filtering approach Knowledge-Based Systems 27 2012 314 321
    • (2012) Knowledge-Based Systems , vol.27 , pp. 314-321
    • Sikora, R.T.1    Chauhan, K.2
  • 18
    • 85136072040 scopus 로고    scopus 로고
    • Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews
    • Philadelphia, Pennsylvania
    • P.D. Turney, 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, Philadelphia, Pennsylvania, 2002, pp. 79-86.
    • (2002) Proceedings of the 40th Annual Meeting on Association for Computational Linguistics , pp. 79-86
    • Turney, P.D.1
  • 19
    • 2442507763 scopus 로고    scopus 로고
    • Measuring praise and criticism: Inference of semantic orientation from association
    • P.D. Turney, and M.L. Littman Measuring praise and criticism: inference of semantic orientation from association ACM Transactions on Information Systems 21 4 2003 315 346
    • (2003) ACM Transactions on Information Systems , vol.21 , Issue.4 , pp. 315-346
    • Turney, P.D.1    Littman, M.L.2
  • 23
    • 84976702763 scopus 로고
    • WordNet: A lexical database for English
    • G.A. Miller WordNet: a lexical database for English Communications of the ACM 38 11 1995 39 41
    • (1995) Communications of the ACM , vol.38 , Issue.11 , pp. 39-41
    • Miller, G.A.1
  • 27
    • 77950188803 scopus 로고    scopus 로고
    • Optimizing modularity to identify semantic orientation of Chinese words
    • W. Du, and S. Tan Optimizing modularity to identify semantic orientation of Chinese words Expert Systems with Applications 37 7 2010 5094 5100
    • (2010) Expert Systems with Applications , vol.37 , Issue.7 , pp. 5094-5100
    • Du, W.1    Tan, S.2
  • 29
    • 84889310870 scopus 로고    scopus 로고
    • Explorations in context space: Words, sentences, discourse
    • C. Burgess, K. Livesay, and K. Lund Explorations in context space: words, sentences, discourse Discourse Processes 25 2 1998 211 257
    • (1998) Discourse Processes , vol.25 , Issue.2 , pp. 211-257
    • Burgess, C.1    Livesay, K.2    Lund, K.3
  • 32
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with many Relevant Features
    • Machine Learning: ECML-98
    • T. Joachims Text categorization with support vector machines: learning with many relevant features C. Nédellec, C. Rouveirol, Machine Learning: ECML-98 1998 Springer 137 142 (Pubitemid 128067178)
    • (1998) Lecture Notes In Computer Science , Issue.1398 , pp. 137-142
    • Joachims, T.1
  • 33
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • G. Forman An extensive empirical study of feature selection metrics for text classification The Journal of Machine Learning Research 3 2003 1289 1305
    • (2003) The Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 34
    • 46249095180 scopus 로고    scopus 로고
    • Sentiment analysis in multiple languages: Feature selection for opinion classification in web forums
    • A. Abbasi, H. Chen, and A. Salem Sentiment analysis in multiple languages: feature selection for opinion classification in web forums ACM Transactions on Information Systems 26 3 2008 1 34
    • (2008) ACM Transactions on Information Systems , vol.26 , Issue.3 , pp. 1-34
    • Abbasi, A.1    Chen, H.2    Salem, A.3
  • 36
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • G. Salton, and C. Buckley Term-weighting approaches in automatic text retrieval Information Processing and Management 24 5 1988 513 523
    • (1988) Information Processing and Management , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 37
    • 84936824188 scopus 로고
    • Word association norms, mutual information, and lexicography
    • K.W. Church, and P. Hanks Word association norms, mutual information, and lexicography Computational Linguistics 16 1 1990 22 29
    • (1990) Computational Linguistics , vol.16 , Issue.1 , pp. 22-29
    • Church, K.W.1    Hanks, P.2
  • 40
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • T.G. Dietterich Approximate statistical tests for comparing supervised classification learning algorithms Neural Computation 10 7 1998 1895 1923 (Pubitemid 128463689)
    • (1998) Neural Computation , vol.10 , Issue.7 , pp. 1895-1923
    • Dietterich, T.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.