메뉴 건너뛰기




Volumn 11, Issue 5, 2016, Pages

Multilingual twitter sentiment classification: The role of human annotators

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; HUMAN; LANGUAGE; QUANTITATIVE ANALYSIS; INTERNET; MULTILINGUALISM;

EID: 84994503001     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0155036     Document Type: Article
Times cited : (195)

References (44)
  • 1
    • 85038601237 scopus 로고    scopus 로고
    • Sentiment analysis and opinion mining
    • Liu B. Sentiment analysis and opinion mining. Synthesis Lectures on Human Language Technologies. 2012; 5(1):1–167. doi: 10.2200/S00416ED1V01Y201204HLT016
    • (2012) Synthesis Lectures on Human Language Technologies , vol.5 , Issue.1 , pp. 1-167
    • Liu, B.1
  • 4
    • 85034054192 scopus 로고    scopus 로고
    • SentiWordNet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining
    • Baccianella S, Esuli A, Sebastiani F. SentiWordNet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In: LREC. vol. 10; 2010. p. 2200–2204.
    • (2010) LREC , vol.10 , pp. 2200-2204
    • Baccianella, S.1    Esuli, A.2    Sebastiani, F.3
  • 8
    • 84947750648 scopus 로고    scopus 로고
    • Emotional dynamics in the age of misinformation
    • PMID: 26422473
    • Zollo F, Kralj Novak P, Del Vicario M, Bessi A, Mozetič I, Scala A, et al. Emotional dynamics in the age of misinformation. PLoS ONE. 2015; 10(9):e0138740. Available from: http://dx.doi.org/10.1371/journal.pone.0138740. doi: 10.1371/journal.pone.0138740 PMID: 26422473
    • (2015) PLoS ONE , vol.10 , Issue.9
    • Zollo, F.1    Kralj Novak, P.2    Del Vicario, M.3    Bessi, A.4    Mozetič, I.5    Scala, A.6
  • 9
    • 84946594788 scopus 로고    scopus 로고
    • The effects of Twitter sentiment on stock price returns
    • PMID: 26390434
    • Ranco G, Aleksovski D, Caldarelli G, Grčar M, Mozetič I. The effects of Twitter sentiment on stock price returns. PLoS ONE. 2015; 10(9):e0138441. Available from: http://dx.doi.org/10.1371/journal.pone. 0138441. doi: 10.1371/journal.pone.0138441 PMID: 26390434
    • (2015) PLoS ONE , vol.10 , Issue.9
    • Ranco, G.1    Aleksovski, D.2    Caldarelli, G.3    Grčar, M.4    Mozetič, I.5
  • 10
    • 84946585490 scopus 로고    scopus 로고
    • Sentiment leaning of influential communities in social networks
    • Sluban B, Smailović J, Battiston S, Mozetič I. Sentiment leaning of influential communities in social networks. Computational Social Networks. 2015; 2(9):1–21. Available from: http://dx.doi.org/10.1186/ s40649-015-0016-5.
    • (2015) Computational Social Networks , vol.2 , Issue.9 , pp. 1-21
    • Sluban, B.1    Smailović, J.2    Battiston, S.3    Mozetič, I.4
  • 11
    • 84955449861 scopus 로고    scopus 로고
    • Sentiment of emojis
    • PMID: 26641093
    • Kralj Novak P, Smailović J, Sluban B, Mozetič I. Sentiment of emojis. PLoS ONE. 2015; 10(12): e0144296. Available from: http://dx.doi.org/10.1186/s40649-015-0016-5. doi: 10.1371/journal.pone. 0144296 PMID: 26641093
    • (2015) PLoS ONE , vol.10 , Issue.12
    • Kralj Novak, P.1    Smailović, J.2    Sluban, B.3    Mozetič, I.4
  • 15
    • 0001837148 scopus 로고
    • A comparison of alternative tests of significance for the problem of m rankings
    • Friedman M. A comparison of alternative tests of significance for the problem of m rankings. Annals of Mathematical Statistics. 1940; 11:86–92.
    • (1940) Annals of Mathematical Statistics , vol.11 , pp. 86-92
    • Friedman, M.1
  • 22
    • 84929049839 scopus 로고    scopus 로고
    • Using hashtags to capture fine emotion categories from tweets
    • Mohammad SM, Kiritchenko S. Using hashtags to capture fine emotion categories from tweets. Computational Intelligence. 2015; 31(2):301–326. doi: 10.1111/coin.12024
    • (2015) Computational Intelligence , vol.31 , Issue.2 , pp. 301-326
    • Mohammad, S.M.1    Kiritchenko, S.2
  • 26
    • 79953762206 scopus 로고    scopus 로고
    • Twitter sentiment classification using distant supervision
    • Stanford
    • Go A, Bhayani R, Huang L. Twitter sentiment classification using distant supervision. CS224N Project Report, Stanford. 2009;p. 1–12.
    • (2009) CS224N Project Report , pp. 1-12
    • Go, A.1    Bhayani, R.2    Huang, L.3
  • 29
    • 84910048589 scopus 로고    scopus 로고
    • Semantic patterns for sentiment analysis of Twitter
    • Springer
    • Saif H, He Y, Fernandez M, Alani H. Semantic patterns for sentiment analysis of Twitter. In: The Semantic Web (ISWC). Springer; 2014. p. 324–340.
    • (2014) The Semantic Web (ISWC) , pp. 324-340
    • Saif, H.1    He, Y.2    Fernandez, M.3    Alani, H.4
  • 30
    • 80054830845 scopus 로고    scopus 로고
    • Sentiment analysis of user-generated Twitter updates using various classification techniques
    • Parikh R, Movassate M. Sentiment analysis of user-generated Twitter updates using various classification techniques. CS224N Final Report. 2009;p. 1–18.
    • (2009) CS224N Final Report , pp. 1-18
    • Parikh, R.1    Movassate, M.2
  • 31
    • 85028156346 scopus 로고    scopus 로고
    • Twitter as a corpus for sentiment analysis and opinion mining
    • Pak A, Paroubek P. Twitter as a Corpus for Sentiment Analysis and Opinion Mining. In: LREC. vol. 10; 2010. p. 1320–1326.
    • (2010) LREC , vol.10 , pp. 1320-1326
    • Pak, A.1    Paroubek, P.2
  • 33
    • 84868588570 scopus 로고    scopus 로고
    • Semantic sentiment analysis of Twitter
    • of Lecture Notes in Computer Science. Springer
    • Saif H, He Y, Alani H. Semantic sentiment analysis of Twitter. In: The Semantic Web (ISWC). vol. 7649 of Lecture Notes in Computer Science. Springer; 2012. p. 508–524.
    • (2012) The Semantic Web (ISWC). Vol. , vol.7649 , pp. 508-524
    • Saif, H.1    He, Y.2    Alani, H.3
  • 38
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass Support Vector Machines
    • Hsu C, Lin C. A comparison of methods for multiclass Support Vector Machines. IEEE Transactions on Neural Networks. 2002; 13:415–425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.1    Lin, C.2
  • 42
    • 84857652807 scopus 로고    scopus 로고
    • On the Use of Cross-validation for Time Series Predictor Evaluation
    • Bergmeir C, Benítez JM. On the Use of Cross-validation for Time Series Predictor Evaluation. Information Sciences. 2012; 191:192–213. Available from: http://dx.doi.org/10.1016/j.ins.2011.12.028. doi: 10. 1016/j.ins.2011.12.028
    • (2012) Information Sciences , vol.191 , pp. 192-213
    • Bergmeir, C.1    Benítez, J.M.2
  • 44
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparison of classifiers over multiple data sets
    • Demšar J. Statistical comparison of classifiers over multiple data sets. Journal of Machine Learning Research. 2006; 7:1–30.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.