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Volumn 9, Issue 4, 2017, Pages 423-435

A Review of Sentiment Analysis Research in Chinese Language

Author keywords

Chinese sentiment analysis; Sentiment analysis

Indexed keywords

COGNITIVE SYSTEMS; PSYCHOLOGY COMPUTING;

EID: 85018412814     PISSN: 18669956     EISSN: 18669964     Source Type: Journal    
DOI: 10.1007/s12559-017-9470-8     Document Type: Review
Times cited : (165)

References (80)
  • 1
    • 84924594811 scopus 로고    scopus 로고
    • Guest editorial: big social data analysis
    • Cambria E, Wang H, White B. Guest editorial: big social data analysis. Knowl-Based Syst. 2014;69: 1–2.
    • (2014) Knowl-Based Syst. , vol.69 , pp. 1-2
    • Cambria, E.1    Wang, H.2    White, B.3
  • 2
    • 84981713239 scopus 로고    scopus 로고
    • Aspect extraction for opinion mining with a deep convolutional neural network
    • Poria S, Cambria E, Gelbukh A. Aspect extraction for opinion mining with a deep convolutional neural network. Knowl-Based Syst. 2016;108:42–9.
    • (2016) Knowl-Based Syst. , vol.108 , pp. 42-49
    • Poria, S.1    Cambria, E.2    Gelbukh, A.3
  • 3
    • 85007211651 scopus 로고    scopus 로고
    • Lyapunov filtering of objectivity for Spanish sentiment model
    • Chaturvedi I, Cambria E, Vilares D. 2016. Lyapunov filtering of objectivity for Spanish sentiment model. In: IJCNN. Vancouver; p. 4474–4481.
    • (2016) IJCNN. Vancouver; p. , pp. 4474-4481
    • Chaturvedi, I.1    Cambria, E.2    Vilares, D.3
  • 4
    • 84890636931 scopus 로고    scopus 로고
    • A graph-based approach to commonsense concept extraction and semantic similarity detection
    • Rajagopal D, Cambria E, Olsher D, Kwok K. 2013. A graph-based approach to commonsense concept extraction and semantic similarity detection. In: Rio De Janeiro; p. 565–570.
    • (2013) WWW. Rio De Janeiro; p. , pp. 565-570
    • Rajagopal, D.1    Cambria, E.2    Olsher, D.3    Kwok, K.4
  • 5
    • 85054979013 scopus 로고    scopus 로고
    • Label embedding for zero-shot fine-grained named entity typing
    • In: p
    • Ma Y, Cambria E, Sa G. 2016. Label embedding for zero-shot fine-grained named entity typing. In: COLING. Osaka; p. 171–180.
    • (2016) COLING. Osaka , pp. 171-180
    • Ma, Y.1    Cambria, E.2    Sa, G.3
  • 6
    • 85046580416 scopus 로고    scopus 로고
    • A deeper look into sarcastic tweets using deep convolutional neural networks
    • In: p
    • Poria S, Cambria E, Hazarika D, Vij P. 2016. A deeper look into sarcastic tweets using deep convolutional neural networks. In: COLING. p. 1601–1612.
    • (2016) COLING , pp. 1601-1612
    • Poria, S.1    Cambria, E.2    Hazarika, D.3    Vij, P.4
  • 7
    • 85017176110 scopus 로고    scopus 로고
    • Deep learning based document modeling for personality detection from text
    • Majumder N, Poria S, Gelbukh A., Cambria E. Deep learning based document modeling for personality detection from text. IEEE Intell. Syst. 2017;32(2):74–9.
    • (2017) IEEE Intell. Syst. , vol.32 , Issue.2 , pp. 74-79
    • Majumder, N.1    Poria, S.2    Gelbukh, A.3    Cambria, E.4
  • 8
    • 84986275095 scopus 로고    scopus 로고
    • What men say, what women hear: finding gender-specific meaning shades
    • Mihalcea R, Garimella A. What men say, what women hear: finding gender-specific meaning shades. IEEE Intell Syst. 2016;31(4):62–7.
    • (2016) IEEE Intell Syst. , vol.31 , Issue.4 , pp. 62-67
    • Mihalcea, R.1    Garimella, A.2
  • 9
    • 85014552954 scopus 로고    scopus 로고
    • Convolutional MKL based multimodal emotion recognition and sentiment analysis
    • Poria S, Chaturvedi I, Cambria E, Hussain A. 2016. Convolutional MKL based multimodal emotion recognition and sentiment analysis. In: ICDM. Barcelona; p. 439–448.
    • (2016) ICDM. Barcelona; p. , pp. 439-448
    • Poria, S.1    Chaturvedi, I.2    Cambria, E.3    Hussain, A.4
  • 11
    • 84922798748 scopus 로고    scopus 로고
    • Creating a fine-grained corpus for chinese sentiment analysis
    • Zhao Y., Qin B., Liu T. Creating a fine-grained corpus for chinese sentiment analysis. IEEE Intell Syst. 2014;30(5):36–43.
    • (2014) IEEE Intell Syst. , vol.30 , Issue.5 , pp. 36-43
    • Zhao, Y.1    Qin, B.2    Liu, T.3
  • 12
    • 84878793738 scopus 로고    scopus 로고
    • Building a graded chinese sentiment dictionary based on commonsense knowledge for sentiment analysis of song lyrics
    • Hui-Hsin W, Tsai A C-R, Tsai R T-H, Hsu J Y-J. Building a graded chinese sentiment dictionary based on commonsense knowledge for sentiment analysis of song lyrics. J Inf Sci Eng. 2013;29(4):647–62.
    • (2013) J Inf Sci Eng. , vol.29 , Issue.4 , pp. 647-662
    • Hui-Hsin, W.1    Tsai, A.C.-R.2    Tsai, R.T.-H.3    Hsu, J.Y.-J.4
  • 13
    • 84874128347 scopus 로고    scopus 로고
    • Constructing chinese sentiment lexicon using bilingual information
    • Yan S, Li S. 2013. Constructing chinese sentiment lexicon using bilingual information. In: Chinese lexical semantics. Springer; p. 322–331.
    • (2013) Chinese lexical semantics. Springer; p. , pp. 322-331
    • Yan, S.1    Li, S.2
  • 14
    • 84875790055 scopus 로고    scopus 로고
    • Combining domain-specific sentiment lexicon with hownet for chinese sentiment analysis
    • Liu L, Lei M, Wang H. Combining domain-specific sentiment lexicon with hownet for chinese sentiment analysis. J Comput 2013;8(4):878–83.
    • (2013) J Comput , vol.8 , Issue.4 , pp. 878-883
    • Liu, L.1    Lei, M.2    Wang, H.3
  • 15
    • 84863860220 scopus 로고    scopus 로고
    • Expanding chinese sentiment dictionaries from large scale unlabeled corpus
    • In: p
    • Hongzhi X, Zhao K, Qiu L, Changjian H. 2010. Expanding chinese sentiment dictionaries from large scale unlabeled corpus. In: PACLIC. p. 301–310.
    • (2010) PACLIC , pp. 301-310
    • Hongzhi, X.1    Zhao, K.2    Qiu, L.3    Changjian, H.4
  • 17
    • 84930616840 scopus 로고    scopus 로고
    • A fuzzy computing model for identifying polarity of chinese sentiment words
    • Wang B, Huang Y, Xian W, Li X. A fuzzy computing model for identifying polarity of chinese sentiment words. Comput Intell Neurosci. 2015;2015.
    • (2015) Comput Intell Neurosci , vol.2015
    • Wang, B.1    Huang, Y.2    Xian, W.3    Li, X.4
  • 18
    • 38649085269 scopus 로고    scopus 로고
    • An empirical study of sentiment analysis for chinese documents
    • Tan S, Zhang J. An empirical study of sentiment analysis for chinese documents. Expert Syst Appl. 2008; 34(4):2622–9.
    • (2008) Expert Syst Appl. , vol.34 , Issue.4 , pp. 2622-2629
    • Tan, S.1    Zhang, J.2
  • 19
    • 79953685159 scopus 로고    scopus 로고
    • Exploiting effective features for chinese sentiment classification
    • Zhai Z, Hua X, Kang B, Jia P. Exploiting effective features for chinese sentiment classification. Expert Syst Appl 2011;38(8):9139–46.
    • (2011) Expert Syst Appl , vol.38 , Issue.8 , pp. 9139-9146
    • Zhai, Z.1    Hua, X.2    Kang, B.3    Jia, P.4
  • 22
    • 84880490856 scopus 로고    scopus 로고
    • Sentiment recognition of online chinese micro movie reviews using multiple probabilistic reasoning model
    • Wei X, Liu Z, Wang T, Liu S. Sentiment recognition of online chinese micro movie reviews using multiple probabilistic reasoning model. J Comput 2013;8(8):1906–11.
    • (2013) J Comput , vol.8 , Issue.8 , pp. 1906-1911
    • Wei, X.1    Liu, Z.2    Wang, T.3    Liu, S.4
  • 23
    • 85065238298 scopus 로고    scopus 로고
    • A joint model for chinese microblog sentiment analysis
    • Cao Y, Chen Z, Ruifeng X, Chen T, Gui L. A joint model for chinese microblog sentiment analysis. ACL-IJCNLP 2015;2015:61.
    • (2015) ACL-IJCNLP , vol.2015 , pp. 61
    • Cao, Y.1    Chen, Z.2    Ruifeng, X.3    Chen, T.4    Gui, L.5
  • 26
    • 84982244395 scopus 로고    scopus 로고
    • Chinese sentiment analysis using appraiser-degree-negation combinations and pso
    • Xiong W, Jin Y, Liu Z. Chinese sentiment analysis using appraiser-degree-negation combinations and pso. J Comput 2014;9(6):1410–7.
    • (2014) J Comput , vol.9 , Issue.6 , pp. 1410-1417
    • Xiong, W.1    Jin, Y.2    Liu, Z.3
  • 28
    • 72449152909 scopus 로고    scopus 로고
    • Sentiment analysis of chinese documents: from sentence to document level
    • Zhang C, Zeng D, Li J, Wang F-Y, Zuo W. Sentiment analysis of chinese documents: from sentence to document level. J Amer Soc Inf Sci Technol 2009;60(12):2474–87.
    • (2009) J Amer Soc Inf Sci Technol , vol.60 , Issue.12 , pp. 2474-2487
    • Zhang, C.1    Zeng, D.2    Li, J.3    Wang, F.-Y.4    Zuo, W.5
  • 34
    • 85027487405 scopus 로고    scopus 로고
    • Using syntactic rules to combine opinion elements in chinese opinion mining systems
    • Shih-Jung W, Chiang R-D. Using syntactic rules to combine opinion elements in chinese opinion mining systems. J Converg Inf Technol. 2015;10(2):137.
    • (2015) J Converg Inf Technol. , vol.10 , Issue.2 , pp. 137
    • Shih-Jung, W.1    Chiang, R.-D.2
  • 35
    • 84887569921 scopus 로고    scopus 로고
    • A weakly supervised approach to chinese sentiment classification using partitioned self-training
    • Zhang P, He Z. A weakly supervised approach to chinese sentiment classification using partitioned self-training. J Inf Sci. 2013;39(6):815–31.
    • (2013) J Inf Sci. , vol.39 , Issue.6 , pp. 815-831
    • Zhang, P.1    He, Z.2
  • 39
    • 85027485785 scopus 로고
    • The Oxford companion to the English language. Oxford, Oxford University Press
    • McArthur T, McArthur F, Vol. 186. The Oxford companion to the English language. Oxford: Oxford University Press; 1992.
    • (1992) McArthur F , vol.186
    • McArthur, T.1
  • 44
    • 85014858371 scopus 로고    scopus 로고
    • Emotion in code-switching texts: corpus construction and analysis
    • Lee S Y M, Wang Z. Emotion in code-switching texts: corpus construction and analysis. ACL-IJCNLP 2015; 2015:91.
    • (2015) ACL-IJCNLP , vol.2015 , pp. 91
    • Lee, S.Y.M.1    Wang, Z.2
  • 45
    • 85038601237 scopus 로고    scopus 로고
    • Sentiment analysis and opinion mining
    • Liu B. Sentiment analysis and opinion mining. Synth Lect Human Lang Technol 2012;5(1):1–167.
    • (2012) Synth Lect Human Lang Technol , vol.5 , Issue.1 , pp. 1-167
    • Liu, B.1
  • 50
    • 85046586891 scopus 로고    scopus 로고
    • SenticNet 4: a semantic resource for sentiment analysis based on conceptual primitives
    • In: p
    • Cambria E, Poria S, Bajpai R, Schuller. B. 2016. SenticNet 4: a semantic resource for sentiment analysis based on conceptual primitives. In: COLING; p. 2666–2677.
    • (2016) COLING , pp. 2666-2677
    • Cambria, E.1    Poria, S.2    Bajpai, R.3    Schuller, B.4
  • 54
    • 84904640971 scopus 로고    scopus 로고
    • Building and annotating the linguistically diverse ntu-mc (ntu-multilingual corpus)
    • Tan L, Bond F. Building and annotating the linguistically diverse ntu-mc (ntu-multilingual corpus). Int J Asian Lang Proc 2012;22(4):161–74.
    • (2012) Int J Asian Lang Proc , vol.22 , Issue.4 , pp. 161-174
    • Tan, L.1    Bond, F.2
  • 55
    • 84963783209 scopus 로고    scopus 로고
    • Affective computing and sentiment analysis
    • Cambria E. Affective computing and sentiment analysis. IEEE Intell Syst 2016;31(2):102–7.
    • (2016) IEEE Intell Syst , vol.31 , Issue.2 , pp. 102-107
    • Cambria, E.1
  • 56
    • 71749098960 scopus 로고    scopus 로고
    • Punctuation as implicit annotations for chinese word segmentation
    • Li Z, Sun M. Punctuation as implicit annotations for chinese word segmentation. Comput Linguist 2009; 35(4):505–12.
    • (2009) Comput Linguist , vol.35 , Issue.4 , pp. 505-512
    • Li, Z.1    Sun, M.2
  • 59
    • 84949802949 scopus 로고    scopus 로고
    • Joint learning of character and word embeddings
    • In:, p
    • Chen X, Lei X, Liu Z, Sun M, Luan H. 2015. Joint learning of character and word embeddings. In: IJCAI, p. 1236–1242.
    • (2015) IJCAI , pp. 1236-1242
    • Chen, X.1    Lei, X.2    Liu, Z.3    Sun, M.4    Luan, H.5
  • 60
    • 84910113012 scopus 로고    scopus 로고
    • Radical-enhanced chinese character embedding
    • In:, p
    • Sun Y, Lin L, Yang N, Ji Z, Wang X. 2014. Radical-enhanced chinese character embedding. In: LNCS, vol. 8835, p. 279–286.
    • (2014) LNCS , vol.8835 , pp. 279-286
    • Sun, Y.1    Lin, L.2    Yang, N.3    Ji, Z.4    Wang, X.5
  • 61
    • 84944065916 scopus 로고    scopus 로고
    • Radical embedding: delving deeper to chinese radicals
    • Shi X, Zhai J, Yang X, Xie Z, Liu C. 2015. Radical embedding: delving deeper to chinese radicals. In: ACL, p. 594–598.
    • (2015) ACL, p , pp. 594-598
    • Shi, X.1    Zhai, J.2    Yang, X.3    Xie, Z.4    Liu, C.5
  • 62
    • 85072835105 scopus 로고    scopus 로고
    • Distributed representations of words and phrases and their compositionality
    • In:, p
    • Yin R, Wang Q, Li R, Li P, Wang B. 2016. Distributed representations of words and phrases and their compositionality. In: EMNLP, p. 981–986.
    • (2016) EMNLP , pp. 981-986
    • Yin, R.1    Wang, Q.2    Li, R.3    Li, P.4    Wang, B.5
  • 63
    • 85027485898 scopus 로고    scopus 로고
    • Radical-based hierarchical embeddings for chinese sentiment analysis at sentence level
    • Marco, Island
    • Peng H, Cambria E, Zou X. 2017. Radical-based hierarchical embeddings for chinese sentiment analysis at sentence level. In: The 30th International FLAIRS conference. Marco Island.
    • (2017) In: The 30th International FLAIRS conference
    • Peng, H.1    Cambria, E.2    Zou, X.3
  • 67
    • 84908047013 scopus 로고    scopus 로고
    • A multi-label classification based approach for sentiment classification
    • Liu S M, Chen J-H. A multi-label classification based approach for sentiment classification. Expert Syst Appl 2015;42(3):1083–93.
    • (2015) Expert Syst Appl , vol.42 , Issue.3 , pp. 1083-1093
    • Liu, S.M.1    Chen, J.-H.2
  • 70
    • 84899050913 scopus 로고    scopus 로고
    • Jumping nlp curves: a review of natural language processing research
    • Cambria E, White B. Jumping nlp curves: a review of natural language processing research. IEEE Comput Intell Mag 2014;9(2):48–57.
    • (2014) IEEE Comput Intell Mag , vol.9 , Issue.2 , pp. 48-57
    • Cambria, E.1    White, B.2
  • 71
    • 85031712089 scopus 로고    scopus 로고
    • An combined sentiment classification system for sighan-8
    • Li Q, Zhi Q, Li M. An combined sentiment classification system for sighan-8. ACL-IJCNLP 2015;2015: 74.
    • (2015) ACL-IJCNLP , vol.2015 , pp. 74
    • Li, Q.1    Zhi, Q.2    Li, M.3
  • 74
    • 85007199314 scopus 로고    scopus 로고
    • Sentic LDA: improving on LDA with semantic similarity for aspect-based sentiment analysis
    • Poria S, Chaturvedi I, Cambria E, Bisio F. 2016. Sentic LDA: improving on LDA with semantic similarity for aspect-based sentiment analysis. In: IJCNN, p. 4465–4473.
    • (2016) IJCNN, p , pp. 4465-4473
    • Poria, S.1    Chaturvedi, I.2    Cambria, E.3    Bisio, F.4


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