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Volumn 30, Issue 1, 2015, Pages 89-116

Social media analytics: a survey of techniques, tools and platforms

Author keywords

Behavior economics; NLP; Opinion mining; Scraping; Sentiment analysis; Social media; Software platforms; Toolkits

Indexed keywords

APPLICATION PROGRAMMING INTERFACES (API); BEHAVIORAL RESEARCH; COMPUTER SOFTWARE; DIGITAL STORAGE; SOCIAL NETWORKING (ONLINE); SOCIAL SCIENCES COMPUTING;

EID: 84922001946     PISSN: 09515666     EISSN: 14355655     Source Type: Journal    
DOI: 10.1007/s00146-014-0549-4     Document Type: Article
Times cited : (457)

References (36)
  • 1
    • 78650140677 scopus 로고    scopus 로고
    • Botan I et al. (2010) SECRET: a model for analysis of the execution semantics of stream processing systems. Proc VLDB Endow 3(1–2):232–24
    • Botan I et al. (2010) SECRET: a model for analysis of the execution semantics of stream processing systems. Proc VLDB Endow 3(1–2):232–243
  • 2
    • 85137162064 scopus 로고    scopus 로고
    • Salathé M et al. (2012) Digital epidemiology. PLoS Comput Biol 8(7):1–
    • Salathé M et al. (2012) Digital epidemiology. PLoS Comput Biol 8(7):1–5
  • 3
    • 79953102821 scopus 로고    scopus 로고
    • Twitter mood predicts the stock market
    • Bollen J, Mao H, Zeng X (2011) Twitter mood predicts the stock market. J Comput Sci 2(3):1–8
    • (2011) J Comput Sci , vol.2 , Issue.3 , pp. 1-8
    • Bollen, J.1    Mao, H.2    Zeng, X.3
  • 4
    • 78650164629 scopus 로고    scopus 로고
    • Data stream management systems for computational finance
    • Chandramouli B et al (2010) Data stream management systems for computational finance. IEEE Comput 43(12):45–52
    • (2010) IEEE Comput , vol.43 , Issue.12 , pp. 45-52
    • Chandramouli, B.1
  • 5
    • 84922001739 scopus 로고    scopus 로고
    • Chandrasekar C, Kowsalya N (2011) Implementation of MapReduce Algorithm and Nutch Distributed File System in Nutch. Int J Comput Appl 1:6–1
    • Chandrasekar C, Kowsalya N (2011) Implementation of MapReduce Algorithm and Nutch Distributed File System in Nutch. Int J Comput Appl 1:6–11
  • 8
    • 70349466008 scopus 로고    scopus 로고
    • Data stream management and mining
    • Mining Massive Data Sets for Security, IOS Press
    • Hebrail G (2008) Data stream management and mining. In: Fogelman-Soulié F, Perrotta D, Piskorski J, Steinberger R (eds) Mining Massive Data Sets for Security. IOS Press, pp 89–102
    • (2008) Fogelman-Soulié F , pp. 89-102
    • Hebrail, G.1    Perrotta, D.2    Piskorski, J.3    Steinberger, R.4
  • 9
    • 84910069829 scopus 로고    scopus 로고
    • Comparative analysis of data mining tools and techniques for evaluating performance of database system
    • Hirudkar AM, Sherekar SS (2013) Comparative analysis of data mining tools and techniques for evaluating performance of database system. Int J Comput Sci Appl 6(2):232–237
    • (2013) Int J Comput Sci Appl , vol.6 , Issue.2 , pp. 232-237
    • Hirudkar, A.M.1    Sherekar, S.S.2
  • 10
    • 84857458965 scopus 로고    scopus 로고
    • If you love something, let it go mobile: mobile marketing and mobile social media 4x4
    • Kaplan AM (2012) If you love something, let it go mobile: mobile marketing and mobile social media 4x4. Bus Horiz 55(2):129–139
    • (2012) Bus Horiz , vol.55 , Issue.2 , pp. 129-139
    • Kaplan, A.M.1
  • 11
    • 71149088987 scopus 로고    scopus 로고
    • Users of the world, unite! the challenges and opportunities of social media
    • Kaplan AM, Haenlein M (2010) Users of the world, unite! the challenges and opportunities of social media. Bus Horiz 53(1):59–68
    • (2010) Bus Horiz , vol.53 , Issue.1 , pp. 59-68
    • Kaplan, A.M.1    Haenlein, M.2
  • 12
    • 84906947970 scopus 로고    scopus 로고
    • Can Facebook predict stock market activity?
    • Karabulut Y (2013) Can Facebook predict stock market activity? SSRN eLibrary, pp 1–58. http://ssrn.com/abstract=2017099. Accessed 2 Feb 2014
    • (2013) SSRN eLibrary , pp. 1-58
    • Karabulut, Y.1
  • 13
    • 78049392298 scopus 로고    scopus 로고
    • A review of machine learning algorithms for text-documents classification
    • Khan A, Baharudin B, Lee LH, Khan K (2010) A review of machine learning algorithms for text-documents classification. J Adv Inf Technol 1(1):4–20
    • (2010) J Adv Inf Technol , vol.1 , Issue.1 , pp. 4-20
    • Khan, A.1    Baharudin, B.2    Lee, L.H.3    Khan, K.4
  • 14
    • 0001654519 scopus 로고    scopus 로고
    • Information retrieval on the web
    • Kobayashi M, Takeda K (2000) Information retrieval on the web. ACM Comput Surv CSUR 32(2):144–173
    • (2000) ACM Comput Surv CSUR , vol.32 , Issue.2 , pp. 144-173
    • Kobayashi, M.1    Takeda, K.2
  • 15
    • 59849122652 scopus 로고    scopus 로고
    • Computational social science
    • Lazer D et al (2009) Computational social science. Science 323:721–723
    • (2009) Science , vol.323 , pp. 721-723
    • Lazer, D.1
  • 17
    • 84922000304 scopus 로고    scopus 로고
    • MapReduce (2011) What is MapReduce?. Accessed 31 Jan 201
    • MapReduce (2011) What is MapReduce?. http://www.mapreduce.org/what-is-mapreduce.php. Accessed 31 Jan 2014
  • 18
    • 84922001044 scopus 로고    scopus 로고
    • Sentiment analysis: an overview
    • Mejova Y (2009) Sentiment analysis: an overview, pp 1–34. http://www.academia.edu/291678/Sentiment_Analysis_An_Overview. Accessed 4 Nov 2013
    • (2009) pp 1–34
    • Mejova, Y.1
  • 19
    • 84922001043 scopus 로고    scopus 로고
    • Murphy KP (2006) Naive Bayes classifiers. University of British Columbia, pp 1–
    • Murphy KP (2006) Naive Bayes classifiers. University of British Columbia, pp 1–8. http://www.ic.unicamp.br/~rocha/teaching/2011s1/mc906/aulas/naivebayes.pdf
  • 20
    • 84857466151 scopus 로고    scopus 로고
    • Machine learning: a probabilistic perspective
    • Introduction, MIT Pres
    • Murphy KP (2012) Machine learning: a probabilistic perspective. In: Chapter 1: Introduction. MIT Press, pp 1–26
    • (2012) Chapter , vol.1 , pp. 1-26
    • Murphy, K.P.1
  • 23
    • 48449095896 scopus 로고    scopus 로고
    • Opinion mining and sentiment analysis
    • Pang B, Lee L (2008) Opinion mining and sentiment analysis. Found Trends Inf Retr 2(1–2):1–135
    • (2008) Found Trends Inf Retr , vol.2 , Issue.1-2 , pp. 1-135
    • Pang, B.1    Lee, L.2
  • 24
    • 84922001738 scopus 로고    scopus 로고
    • SAS Institute Inc (2013) SAS sentiment analysis factsheet. Accessed 6 Dec 201
    • SAS Institute Inc (2013) SAS sentiment analysis factsheet. http://www.sas.com/resources/factsheet/sas-sentiment-analysis-factsheet.pdf. Accessed 6 Dec 2013
  • 25
    • 78649263714 scopus 로고    scopus 로고
    • Teufl P, Payer U, Lackner G (2010) From NLP (natural language processing) to MLP (machine language processing). In: Kotenko I, Skormin V (eds) Computer network security, Springer, Berlin Heidelberg, pp 256–26
    • Teufl P, Payer U, Lackner G (2010) From NLP (natural language processing) to MLP (machine language processing). In: Kotenko I, Skormin V (eds) Computer network security, Springer, Berlin Heidelberg, pp 256–269
  • 26
    • 84922002426 scopus 로고    scopus 로고
    • Thomson Reuters (2010). Thomson Reuters news analytics. Accessed 1 Oct 201
    • Thomson Reuters (2010). Thomson Reuters news analytics. http://thomsonreuters.com/products/financial-risk/01_255/News_Analytics_-_Product_Brochure-_Oct_2010_1_.pdf. Accessed 1 Oct 2013
  • 27
    • 84922002425 scopus 로고    scopus 로고
    • Thomson Reuters (2012) Thomson Reuters machine readable news. Accessed 5 Dec 201
    • Thomson Reuters (2012) Thomson Reuters machine readable news. http://thomsonreuters.com/products/financial-risk/01_255/TR_MRN_Overview_10Jan2012.pdf. Accessed 5 Dec 2013
  • 28
    • 84922000303 scopus 로고    scopus 로고
    • Thomson Reuters (2012) Thomson Reuters MarketPsych Indices. Accessed 7 Dec 201
    • Thomson Reuters (2012) Thomson Reuters MarketPsych Indices. http://thomsonreuters.com/products/financial-risk/01_255/TRMI_flyer_2012.pdf. Accessed 7 Dec 2013
  • 29
    • 84922002424 scopus 로고    scopus 로고
    • Thomson Reuters (2012) Thomson Reuters news analytics for internet news and social media. Accessed 7 Dec 201
    • Thomson Reuters (2012) Thomson Reuters news analytics for internet news and social media. http://thomsonreuters.com/business-unit/financial/eurozone/112408/news_analytics_and_social_media. Accessed 7 Dec 2013
  • 30
    • 84922000302 scopus 로고    scopus 로고
    • Thomson Reuters (2013) Machine readable news. Accessed 18 Dec 201
    • Thomson Reuters (2013) Machine readable news. http://thomsonreuters.com/machine-readable-news/?subsector=thomson-reuters-elektron. Accessed 18 Dec 2013
  • 31
    • 85136072040 scopus 로고    scopus 로고
    • Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics pp
    • Turney PD (2002) Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics pp. 417–424
    • (2002) 417–424
    • Turney, P.D.1
  • 32
    • 84922000301 scopus 로고    scopus 로고
    • Vaswani V (2011) Hook into Wikipedia information using PHP and the MediaWiki API. Accessed 21 Dec 201
    • Vaswani V (2011) Hook into Wikipedia information using PHP and the MediaWiki API. http://www.ibm.com/developerworks/web/library/x-phpwikipedia/index.html. Accessed 21 Dec 2012
  • 33
    • 84906099109 scopus 로고    scopus 로고
    • Sentiment analysis: introduction and the state of the art overview. Universidad Politecnica de Madrid
    • Westerski A (2008) Sentiment analysis: introduction and the state of the art overview. Universidad Politecnica de Madrid, Spain, pp 1–9. http://www.adamwesterski.com/wpcontent/files/docsCursos/sentimentA_doc_TLAW.pdf. Accessed 14 Aug 2013
    • (2008) Spain , pp. 1-9
    • Westerski, A.1
  • 34
    • 84922002422 scopus 로고    scopus 로고
    • Wikimedia Foundation (2014) Wikipedia:Database download. Accessed 18 Apr 201
    • Wikimedia Foundation (2014) Wikipedia:Database download. http://en.wikipedia.org/wiki/Wikipedia:Database_download. Accessed 18 Apr 2014
  • 35
    • 84922000568 scopus 로고    scopus 로고
    • Modelling the stock market using Twitter. Dissertation Master of Science thesis, School of Informatics, University of Edinburgh
    • Wolfram SMA (2010) Modelling the stock market using Twitter. Dissertation Master of Science thesis, School of Informatics, University of Edinburgh, pp 1–74. http://homepages.inf.ed.ac.uk/miles/msc-projects/wolfram.pdf. Accessed 23 Jul 2013
    • (2010) pp 1–74
    • Wolfram, S.M.A.1
  • 36
    • 84922000300 scopus 로고    scopus 로고
    • Yessenov K, Misailovic S (2009) Sentiment analysis of movie review comments, pp 1–17. Accessed 16 Aug 201
    • Yessenov K, Misailovic S (2009) Sentiment analysis of movie review comments, pp 1–17. http://people.csail.mit.edu/kuat/courses/6.863/report.pdf. Accessed 16 Aug 2013


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.