메뉴 건너뛰기




Volumn 28, Issue 3, 2016, Pages 813-830

Survey on Aspect-Level Sentiment Analysis

Author keywords

Aspects; Linguistic processing; Machine learning; Sentiment analysis; Text analysis; Text mining

Indexed keywords

AGGREGATES; ARTIFICIAL INTELLIGENCE; LEARNING SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SURVEYS;

EID: 84962437268     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2015.2485209     Document Type: Article
Times cited : (677)

References (97)
  • 1
    • 0040756397 scopus 로고    scopus 로고
    • Internet forums as influential sources of consumer information
    • B. Bickart and R. M. Schindler, &Internet forums as influential sources of consumer information, & J. Interactive Marketing, vol. 15, no. 3, pp. 31-40, 2001.
    • (2001) J. Interactive Marketing , vol.15 , Issue.3 , pp. 31-40
    • Bickart, B.1    Schindler, R.M.2
  • 2
    • 12144259820 scopus 로고    scopus 로고
    • Consumer research in the early Stages of new product development: A critical review of methods and techniques
    • E. van Kleef, H. C. M. van Trijp, and P. Luning, &Consumer research in the early Stages of new product development: A critical review of methods and techniques, & Food Quality Preference, vol. 16, no. 3, pp. 181-201, 2005.
    • (2005) Food Quality Preference , vol.16 , Issue.3 , pp. 181-201
    • Van Kleef, E.1    Van Trijp, H.C.M.2    Luning, P.3
  • 3
    • 48449095896 scopus 로고    scopus 로고
    • Opinion mining and sentiment analysis
    • B. Pang and L. Lee, &Opinion mining and sentiment analysis, & Found. Trends Inf. Retrieval, vol. 2, no. 1-2, pp. 1-135, 2008.
    • (2008) Found. Trends Inf. Retrieval , vol.2 , Issue.1-2 , pp. 1-135
    • Pang, B.1    Lee, L.2
  • 4
    • 41549109729 scopus 로고    scopus 로고
    • Online consumer review: Word-of-Mouth as a new element of marketing communication mix
    • Y. Chen and J. Xie, &Online consumer review: Word-of-Mouth as a new element of marketing communication mix, & Manage. Sci., vol. 54, no. 3, pp. 477-491, 2008.
    • (2008) Manage. Sci. , vol.54 , Issue.3 , pp. 477-491
    • Chen, Y.1    Xie, J.2
  • 5
    • 45749148465 scopus 로고    scopus 로고
    • Measuring motivations for online opinion seeking
    • R. E. Goldsmith and D. Horowitz, &Measuring motivations for online opinion seeking, & J. Interactive Advertising, vol. 6, no. 2, pp. 3-14, 2006.
    • (2006) J. Interactive Advertising , vol.6 , Issue.2 , pp. 3-14
    • Goldsmith, R.E.1    Horowitz, D.2
  • 6
    • 52049106690 scopus 로고    scopus 로고
    • Fundamental uncertainty and stock market volatility
    • I. Arnold and E. Vrugt, &Fundamental uncertainty and stock market volatility, & Appl. Financial Econ., vol. 18, no. 17, pp. 1425-1440, 2008.
    • (2008) Appl. Financial Econ. , vol.18 , Issue.17 , pp. 1425-1440
    • Arnold, I.1    Vrugt, E.2
  • 7
    • 80054073164 scopus 로고    scopus 로고
    • Survey on mining subjective data on the web
    • M. Tsytsarau and T. Palpanas, &Survey on mining subjective data on the web, & Data Mining Knowl. Discovery, vol. 24, no. 3, pp. 478-514, 2012.
    • (2012) Data Mining Knowl. Discovery , vol.24 , Issue.3 , pp. 478-514
    • Tsytsarau, M.1    Palpanas, T.2
  • 12
    • 67349180708 scopus 로고    scopus 로고
    • A survey on sentiment detection of reviews
    • H. Tang, S. Tan, and X. Cheng, &A survey on sentiment detection of reviews, & Expert Syst. Appl., vol. 36, no. 7, pp. 10 760-10 773, 2009.
    • (2009) Expert Syst. Appl. , vol.36 , Issue.7 , pp. 10760-10773
    • Tang, H.1    Tan, S.2    Cheng, X.3
  • 16
    • 80053422046 scopus 로고    scopus 로고
    • A review selection approach for accurate feature rating estimation
    • C. Long, J. Zhang, and X. Zhut, &A review selection approach for accurate feature rating estimation, & in Proc. 23rd Int. Conf. Comput. Linguistics, 2010, pp. 766-774.
    • (2010) Proc. 23rd Int. Conf. Comput. Linguistics , pp. 766-774
    • Long, C.1    Zhang, J.2    Zhut, X.3
  • 18
    • 78651272512 scopus 로고    scopus 로고
    • Opinion digger: An unsupervised opinion miner from unstructured product reviews
    • S. Moghaddam and M. Ester, &Opinion digger: An unsupervised opinion miner from unstructured product reviews, & in Proc. 19th ACM Int. Conf. Inf. Knowl. Manage., 2010, pp. 1825-1828.
    • (2010) Proc. 19th ACM Int. Conf. Inf. Knowl. Manage. , pp. 1825-1828
    • Moghaddam, S.1    Ester, M.2
  • 22
    • 1842637192 scopus 로고    scopus 로고
    • Cumulated gain-based evaluation of IR techniques
    • K. Jarvelin and J. Kekalainen, &Cumulated gain-based evaluation of IR techniques, & ACM Trans. Inf. Syst., vol. 20, no. 4, pp. 422-446, 2002.
    • (2002) ACM Trans. Inf. Syst. , vol.20 , Issue.4 , pp. 422-446
    • Jarvelin, K.1    Kekalainen, J.2
  • 23
    • 0001927585 scopus 로고
    • On information and sufficiency
    • S. Kullback and R. A. Leibler, &On information and sufficiency, & Ann. Math. Statist., vol. 22, no. 1, pp. 79-86, 1951.
    • (1951) Ann. Math. Statist. , vol.22 , Issue.1 , pp. 79-86
    • Kullback, S.1    Leibler, R.A.2
  • 25
    • 9444223818 scopus 로고    scopus 로고
    • Mining opinion features in customer reviews
    • M. Hu and B. Liu, &Mining opinion features in customer reviews, & in Proc. 19th Nat. Conf. Artif. Intell., 2004, pp. 755-760.
    • (2004) Proc. 19th Nat. Conf. Artif. Intell. , pp. 755-760
    • Hu, M.1    Liu, B.2
  • 28
    • 33746036191 scopus 로고    scopus 로고
    • Opinion observer: Analyzing and comparing opinions on the web
    • B. Liu, M. Hu, and J. Cheng, &Opinion observer: Analyzing and comparing opinions on the web, & in Proc. 14th Int. Conf. World Wide Web, 2005, pp. 342-351.
    • (2005) Proc. 14th Int. Conf. World Wide Web , pp. 342-351
    • Liu, B.1    Hu, M.2    Cheng, J.3
  • 35
    • 79960588185 scopus 로고    scopus 로고
    • Extracting opinion targets in a singleand cross-domain setting with conditional random fields
    • N. Jakob and I. Gurevych, &Extracting opinion targets in a singleand cross-domain setting with conditional random fields, & in Proc. Conf. Empirical Methods Natural Lang. Process., 2010, pp. 1035-1045.
    • (2010) Proc. Conf. Empirical Methods Natural Lang. Process. , pp. 1035-1045
    • Jakob, N.1    Gurevych, I.2
  • 38
    • 79960225191 scopus 로고    scopus 로고
    • Targeting sentiment expressions through supervised ranking of linguistic configurations
    • J. S. Kessler and N. Nicolov, &Targeting sentiment expressions through supervised ranking of linguistic configurations, & in Proc. 3rd Int. AAAI Conf. Weblogs Social Media, 2009, pp. 90-97.
    • (2009) Proc. 3rd Int. AAAI Conf. Weblogs Social Media , pp. 90-97
    • Kessler, J.S.1    Nicolov, N.2
  • 39
  • 45
    • 84893101547 scopus 로고    scopus 로고
    • The FLDA model for aspect-based opinion mining: Addressing the cold start problem
    • S. Moghaddam and M. Ester, &The FLDA model for aspect-based opinion mining: Addressing the cold start problem, & in Proc. 22nd Int. Conf. World Wide Web, 2013, pp. 909-918.
    • (2013) Proc. 22nd Int. Conf. World Wide Web , pp. 909-918
    • Moghaddam, S.1    Ester, M.2
  • 53
    • 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, & Comput. Linguistics, vol. 37, no. 1, pp. 9-27, 2011.
    • (2011) Comput. Linguistics , vol.37 , Issue.1 , pp. 9-27
    • Qiu, G.1    Liu, B.2    Bu, J.3    Chen, C.4
  • 55
    • 84898996741 scopus 로고    scopus 로고
    • Learning the similarity of documents: An information-geometric approach to document retrieval and categorization
    • T. Hofmann, &Learning the similarity of documents: An information-geometric approach to document retrieval and categorization, & in Proc. Adv. Neural Inf. Process. Syst., 2000, pp. 914-920.
    • (2000) Proc. Adv. Neural Inf. Process. Syst. , pp. 914-920
    • Hofmann, T.1
  • 60
    • 84936824188 scopus 로고
    • Word association norms, mutual information, and lexicography
    • K. W. Church and P. Hanks, &Word association norms, mutual information, and lexicography, & Comput. Linguistics, vol. 16, no. 1, pp. 22-29, 1990.
    • (1990) Comput. Linguistics , vol.16 , Issue.1 , pp. 22-29
    • Church, K.W.1    Hanks, P.2
  • 61
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. R. Dice, &Measures of the amount of ecologic association between species, & Ecology, vol. 26, no. 3, pp. 297-302, 1945.
    • (1945) Ecology , vol.26 , Issue.3 , pp. 297-302
    • Dice, L.R.1
  • 63
    • 80053377187 scopus 로고    scopus 로고
    • Learning with compositional semantics as structural inference for subsentential sentiment analysis
    • Y. Choi and C. Cardie, &Learning with compositional semantics as structural inference for subsentential sentiment analysis, & in Proc. Conf. Empirical Methods Natural Lang. Process., 2008, pp. 793-801.
    • (2008) Proc. Conf. Empirical Methods Natural Lang. Process. , pp. 793-801
    • Choi, Y.1    Cardie, C.2
  • 64
    • 33644632271 scopus 로고    scopus 로고
    • Annotating expressions of opinions and emotions in language
    • J. Wiebe, T. Wilson, and C. Cardie, &Annotating expressions of opinions and emotions in language, & Lang. Resources Eval., vol. 39, no. 2, pp. 165-210, 2005.
    • (2005) Lang. Resources Eval. , vol.39 , Issue.2 , pp. 165-210
    • Wiebe, J.1    Wilson, T.2    Cardie, C.3
  • 66
    • 0020750605 scopus 로고
    • On the foundations of relaxation labeling processes
    • May
    • R. A. Hummel and S. W. Zucker, &On the foundations of relaxation labeling processes, & IEEE Trans. Pattern Anal. Mach. Intell., vol. 5, no. 3, pp. 267-287, May 1983.
    • (1983) IEEE Trans. Pattern Anal. Mach. Intell. , vol.5 , Issue.3 , pp. 267-287
    • Hummel, R.A.1    Zucker, S.W.2
  • 68
    • 85015588279 scopus 로고    scopus 로고
    • Sentiment analysis: Capturing favorability using natural language processing
    • T. Nasukawa and J. Yi, &Sentiment analysis: Capturing favorability using natural language processing, & in Proc. 2nd Int. Conf. Knowl. Capture, 2003, pp. 70-77.
    • (2003) Proc. 2nd Int. Conf. Knowl. Capture , pp. 70-77
    • Nasukawa, T.1    Yi, J.2
  • 73
    • 80052136882 scopus 로고    scopus 로고
    • ILDA: Interdependent LDA model for learning latent aspects and their ratings from online product reviews
    • S. Moghaddam and M. Ester, &ILDA: Interdependent LDA model for learning latent aspects and their ratings from online product reviews, & in Proc. 34th Int. ACM SIGIR Conf. Res. Develop. Inf. Retrieval, 2011, pp. 665-674.
    • (2011) Proc. 34th Int. ACM SIGIR Conf. Res. Develop. Inf. Retrieval , pp. 665-674
    • Moghaddam, S.1    Ester, M.2
  • 74
    • 79952432020 scopus 로고    scopus 로고
    • Aspect and sentiment unification model for online review analysis
    • Y. Jo and A. H. Oh, &Aspect and sentiment unification model for online review analysis, & in Proc. 4th Int. Conf. Web Search Web Data Mining, 2011, pp. 815-824.
    • (2011) Proc. 4th Int. Conf. Web Search Web Data Mining , pp. 815-824
    • Jo, Y.1    Oh, A.H.2
  • 75
    • 84875527658 scopus 로고    scopus 로고
    • Automatic aggregation by joint modeling of aspects and values
    • C. Sauper and R. Barzilay, &Automatic aggregation by joint modeling of aspects and values, & J. Artif. Intell. Res., vol. 46, no. 1, pp. 89-127, 2013.
    • (2013) J. Artif. Intell. Res. , vol.46 , Issue.1 , pp. 89-127
    • Sauper, C.1    Barzilay, R.2
  • 81
    • 84961480199 scopus 로고    scopus 로고
    • Rhetorical structure theory: Toward a functional theory of text organization
    • W. C. Mann and S. A. Thompson, &Rhetorical structure theory: Toward a functional theory of text organization, & Text, vol. 8, no. 3, pp. 243-281, 1998.
    • (1998) Text , vol.8 , Issue.3 , pp. 243-281
    • Mann, W.C.1    Thompson, S.A.2
  • 88
    • 74549126616 scopus 로고    scopus 로고
    • The effect of negation on sentiment analysis and retrieval effectiveness
    • L. Jia, C. Yu, and W. Meng, &The effect of negation on sentiment analysis and retrieval effectiveness, & in Proc. 18th ACM Conf. Inf. Knowl. Manage., 2009, pp. 1827-1830.
    • (2009) Proc. 18th ACM Conf. Inf. Knowl. Manage. , pp. 1827-1830
    • Jia, L.1    Yu, C.2    Meng, W.3
  • 89
  • 90
    • 84901020449 scopus 로고    scopus 로고
    • Sentiment prediction based on Dempster-Shafer theory of evidence
    • M. E. Basiri, A. R. Naghsh-Nilchi, and N. Ghasem-Aghaee, &Sentiment prediction based on Dempster-Shafer theory of evidence, & Math. Problems Eng., vol. 2014, article 361201, p. 13, 2014.
    • (2014) Math. Problems Eng. , vol.2014 , pp. 13
    • Basiri, M.E.1    Naghsh-Nilchi, A.R.2    Ghasem-Aghaee, N.3
  • 94
    • 74549193494 scopus 로고    scopus 로고
    • Generating comparative summaries of contradictory opinions in text
    • H. D. Kim and C. Zhai, &Generating comparative summaries of contradictory opinions in text, & in Proc. 18th ACM Conf. Inf. Knowl. Manage., 2009, pp. 385-394.
    • (2009) Proc. 18th ACM Conf. Inf. Knowl. Manage. , pp. 385-394
    • Kim, H.D.1    Zhai, C.2
  • 95
    • 84880219830 scopus 로고    scopus 로고
    • New avenues in opinion mining and sentiment analysis
    • Mar.
    • E. Cambria, B. Schuller, Y. Xia, and C. Havasi, &New avenues in opinion mining and sentiment analysis, & IEEE Intell. Syst., vol. 28, no. 2, pp. 15-21, Mar. 2013.
    • (2013) IEEE Intell. Syst. , vol.28 , Issue.2 , pp. 15-21
    • Cambria, E.1    Schuller, B.2    Xia, Y.3    Havasi, C.4
  • 96
    • 84924851941 scopus 로고    scopus 로고
    • Computational irony: A survey and new perspectives
    • B. C. Wallace, &Computational irony: A survey and new perspectives, & Artif. Intell. Rev., vol. 43, no. 4, pp. 467-483, 2015.
    • (2015) Artif. Intell. Rev. , vol.43 , Issue.4 , pp. 467-483
    • Wallace, B.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.