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Volumn , Issue , 2012, Pages 459-464

Towards building large-scale distributed systems for Twitter sentiment analysis

Author keywords

MapReduce; opinion mining; social networks; twitter

Indexed keywords

DISTRIBUTED DATABASE; LARGE-SCALE DISTRIBUTED SYSTEM; MACHINE LEARNING TECHNIQUES; MAP-REDUCE; OPINION EXTRACTION; OPINION MINING; SENTIMENT ANALYSIS; SOCIAL NETWORKS; TWITTER; TWO-COMPONENT;

EID: 84863599306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2245276.2245364     Document Type: Conference Paper
Times cited : (58)

References (19)
  • 5
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    • Aue, A., and Gamon, M. 2005. Customizing Sentiment Classifiers to New Domains: a Case Study. RANLP 2005.
    • (2005) RANLP 2005
    • Aue, A.1    Gamon, M.2
  • 7
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • January 2008
    • Dean, J. and Ghemawat, S. 2008. MapReduce: simplified data processing on large clusters. Commun. ACM 51, 1 (January 2008), 107-113.
    • (2008) Commun. ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 8
    • 42549170653 scopus 로고    scopus 로고
    • A holistic lexiconbased approach to opinion mining
    • Ding, X., Liu, B. and Yu, P. S. 2008. A holistic lexiconbased approach to opinion mining. WSDM 2008.
    • (2008) WSDM 2008
    • Ding, X.1    Liu, B.2    Yu, P.S.3
  • 9
    • 84859921422 scopus 로고    scopus 로고
    • Pairwise document similarity in large collections with MapReduce
    • Elsayed, T., Lin, J. and Oard, D. W. 2008. Pairwise document similarity in large collections with MapReduce. HLT-Short 2008.
    • (2008) HLT-Short 2008
    • Elsayed, T.1    Lin, J.2    Oard, D.W.3
  • 13
    • 78649272122 scopus 로고    scopus 로고
    • Measuring tweets. http://blog.twitter.com/2010/02/measuring-tweets.html.
    • Measuring Tweets
  • 14
    • 85141803251 scopus 로고    scopus 로고
    • Thumbs up? Sentiment Classification using Machine Learning Techniques
    • Pang, B., Lee, L. and Vaithyanathan, S. 2002. Thumbs up? Sentiment Classification using Machine Learning Techniques. EMNLP 2002.
    • (2002) EMNLP 2002
    • Pang, B.1    Lee, L.2    Vaithyanathan, S.3
  • 18
    • 1942420344 scopus 로고    scopus 로고
    • Modified Logistic Regression: An Approximation to SVM and its Applications in Large-Scale Text Categorization
    • Zhang, J., Jin, R., Yang, Y. and Hauptmann, A. 2003. Modified Logistic Regression: An Approximation to SVM and its Applications in Large-Scale Text Categorization. ICML 2003.
    • (2003) ICML 2003
    • Zhang, J.1    Jin, R.2    Yang, Y.3    Hauptmann, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.