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Volumn 29, Issue 3, 2013, Pages 489-505

Emotion detection in email customer care

Author keywords

boosting; customer service; emotional email; salient features; support vector machines; text classification

Indexed keywords

BASELINE SYSTEMS; BOOSTING; CONTACT CENTERS; CUSTOMER RETENTION; CUSTOMER SERVICES; EMOTION DETECTION; SALIENT FEATURES; TEXT CLASSIFICATION;

EID: 84881429478     PISSN: 08247935     EISSN: 14678640     Source Type: Journal    
DOI: 10.1111/j.1467-8640.2012.00454.x     Document Type: Conference Paper
Times cited : (52)

References (35)
  • 5
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen, J., 1960. A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20 (1): 37-46.
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 6
    • 9444244198 scopus 로고    scopus 로고
    • Mining the peanut gallery: Opinion extraction and semantic classification of product reviews
    • Dave, K., S. Lawrence, and, D. M. Pennock,. 2003. Mining the peanut gallery: Opinion extraction and semantic classification of product reviews. In Proceedings of WWW, pp. 519-528.
    • (2003) Proceedings of WWW , pp. 519-528
    • Dave, K.1    Lawrence, S.2    Pennock, D.M.3
  • 8
    • 84872201395 scopus 로고    scopus 로고
    • Sentiment classification on customer feedback data: Noisy data large feature vectors and the role of linguistic analysis
    • Geneva, Switzerland
    • Gamon, M., 2004. Sentiment classification on customer feedback data: Noisy data large feature vectors and the role of linguistic analysis. In Proceedings of COLING 2004, Geneva, Switzerland, pp. 841-847.
    • (2004) Proceedings of COLING 2004 , pp. 841-847
    • Gamon, M.1
  • 13
    • 32144432078 scopus 로고    scopus 로고
    • Scaling large margin classifiers for spoken language understanding
    • Haffner, P., 2006b. Scaling large margin classifiers for spoken language understanding. Speech Communication, 48 (3-4): 239-261.
    • (2006) Speech Communication , vol.48 , Issue.34 , pp. 239-261
    • Haffner, P.1
  • 15
    • 0036913330 scopus 로고    scopus 로고
    • A PAC-Bayesian margin bound for linear classifiers
    • Herbrich, R., and, T. Graepel,. 2002. A PAC-Bayesian margin bound for linear classifiers. IEEE Transactions on Information Theory, 48 (12): 3140-3150.
    • (2002) IEEE Transactions on Information Theory , vol.48 , Issue.12 , pp. 3140-3150
    • Herbrich, R.1    Graepel, T.2
  • 23
    • 84859895244 scopus 로고    scopus 로고
    • Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales
    • Pang, B., and, L. Lee,. 2005. Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales. In Proceedings of the Association for Computational Linguistics (ACL), pp. 115-124.
    • (2005) Proceedings of the Association for Computational Linguistics (ACL) , pp. 115-124
    • Pang, B.1    Lee, L.2
  • 25
    • 84898983292 scopus 로고    scopus 로고
    • Using analytic QP and sparseness to speed training of support vector machines
    • Edited by M. S. Kearns, S. A. Solla, and D. A. Cohn, MIT Press: Cambridge, MA
    • Platt, J. C., 1999. Using analytic QP and sparseness to speed training of support vector machines. In Advances in Neural Information Processing Systems. Edited by, M. S. Kearns, S. A. Solla, and, D. A. Cohn, Vol. 11. MIT Press: Cambridge, MA.
    • (1999) Advances in Neural Information Processing Systems , vol.11
    • Platt, J.C.1
  • 27
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • Schapire, R., and, Y. Singer,. 1999. Improved boosting algorithms using confidence-rated predictions. Machine Learning, 37 (3): 297-336.
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.1    Singer, Y.2
  • 28
    • 0033905095 scopus 로고    scopus 로고
    • Boostexter: A boosting-based system for text categorization
    • Schapire, R., and, Y. Singer,. 2000. Boostexter: A boosting-based system for text categorization. Machine Learning, 39 (2): 135-168.
    • (2000) Machine Learning , vol.39 , Issue.2 , pp. 135-168
    • Schapire, R.1    Singer, Y.2
  • 31
    • 2442507763 scopus 로고    scopus 로고
    • Measuring praise and criticism: Inference of semantic orientation from association
    • Turney, P., and, M. Littman,. 2003. Measuring praise and criticism: Inference of semantic orientation from association. ACM Transactions on Information Systems, 21 (4): 315-346.
    • (2003) ACM Transactions on Information Systems , vol.21 , Issue.4 , pp. 315-346
    • Turney, P.1    Littman, M.2
  • 33
    • 33644632271 scopus 로고    scopus 로고
    • Annotating expressions of opinions and emotions in language
    • Wiebe, J., T. Wilson, and, C. Cardie,. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation, 39: 165-210.
    • (2005) Language Resources and Evaluation , vol.39 , pp. 165-210
    • Wiebe, J.1    Wilson, T.2    Cardie, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.