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Volumn volume, Issue , 2013, Pages 172-181

Sentiment and topic analysis on social media: A multi-task multi-label classification approach

Author keywords

Classification; Multi label; Multi task; Sentiment analysis; Topic analysis

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA MINING; ITERATIVE METHODS; SALES;

EID: 84883117557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2464464.2464512     Document Type: Conference Paper
Times cited : (46)

References (25)
  • 5
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, R. Multitask learning. Mach. Learn. 28 (1997), 41-75.
    • (1997) Mach. Learn. , vol.28 , pp. 41-75
    • Caruana, R.1
  • 10
    • 12244250351 scopus 로고    scopus 로고
    • Regularized multi-task learning
    • Evgeniou, O., and Pontil, M. Regularized multi-task learning. In ACM KDD (2004), 109-117.
    • (2004) ACM KDD , pp. 109-117
    • Evgeniou, O.1    Pontil, M.2
  • 12
    • 83055184650 scopus 로고    scopus 로고
    • Target-dependent twitter sentiment classification
    • Jiang, L., Yu, M., Zhou, M., Liu, X., and Zhao, T. Target-dependent twitter sentiment classification. In ACL (2011), 151-160.
    • (2011) ACL , pp. 151-160
    • Jiang, L.1    Yu, M.2    Zhou, M.3    Liu, X.4    Zhao, T.5
  • 16
    • 0003223784 scopus 로고    scopus 로고
    • Multi-label text classification with a mixture model trained by em
    • McCallum, A. K. Multi-label text classification with a mixture model trained by em. In AAAI Workshop on Text Learning (1999).
    • (1999) AAAI Workshop on Text Learning
    • McCallum, A.K.1
  • 19
    • 84866607762 scopus 로고    scopus 로고
    • Improving tweet stream classification by detecting changes in word probability
    • Nishida, K., Hoshide, T., and Fujimura, K. Improving tweet stream classification by detecting changes in word probability. In ACM SIGIR (2012).
    • (2012) ACM SIGIR
    • Nishida, K.1    Hoshide, T.2    Fujimura, K.3
  • 20
    • 84867116137 scopus 로고    scopus 로고
    • Multilabel classification with principal label space transformation
    • Tai, F., and Lin, H.-T. Multilabel classification with principal label space transformation. Neural Comput. 24 (2012), 2508-2542.
    • (2012) Neural Comput. , vol.24 , pp. 2508-2542
    • Tai, F.1    Lin, H.-T.2
  • 21
    • 80052663073 scopus 로고    scopus 로고
    • User-level sentiment analysis incorporating social networks
    • Tan, C., Lee, L., Tang, J., Jiang, L., Zhou, M., and Li, P. User-level sentiment analysis incorporating social networks. In ACM KDD (2011), 1397-1405.
    • (2011) ACM KDD , pp. 1397-1405
    • Tan, C.1    Lee, L.2    Tang, J.3    Jiang, L.4    Zhou, M.5    Li, P.6
  • 22
    • 19544382863 scopus 로고    scopus 로고
    • Mmac: A new multi-class, multi-label associative classification approach
    • Thabtah, F. A., Cowling, P., and Peng, Y. Mmac: A new multi-class, multi-label associative classification approach. In IEEE ICDM (2004), 217-224.
    • (2004) IEEE ICDM , pp. 217-224
    • Thabtah, F.A.1    Cowling, P.2    Peng, Y.3
  • 24
    • 83055179484 scopus 로고    scopus 로고
    • Topic sentiment analysis in twitter: A graph-based hashtag sentiment classification approach
    • Wang, X., Wei, F., Liu, X., Zhou, M., and Zhang, M. Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach. In ACM CIKM (2011), 1031-1040.
    • (2011) ACM CIKM , pp. 1031-1040
    • Wang, X.1    Wei, F.2    Liu, X.3    Zhou, M.4    Zhang, M.5
  • 25
    • 33846487387 scopus 로고    scopus 로고
    • Multi-task learning for classification with dirichlet process priors
    • Xue, Y., Liao, X., Carin, L., and Krishnapuram, B. Multi-task learning for classification with dirichlet process priors. J. Machine Learning Research 8 (2007), 35-63.
    • (2007) J. Machine Learning Research , vol.8 , pp. 35-63
    • Xue, Y.1    Liao, X.2    Carin, L.3    Krishnapuram, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.