Synonyms
Glossary
- Buzz monitoring:
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Collection and analysis of the voice of the public
- Targeting:
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Analysis of social media with the goal to detect individuals
- Alias:
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Internet alias that is used for communication on the Internet
- Part of speech tagging:
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Marking words in a text according to lexical categories
- Syntactic parsing:
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The process of analyzing a string of symbols according to a grammar
- Sentiment analysis:
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Text analysis techniques used to classify the polarity of written text
Introduction
Analysis and mining of various social media sites has become an important task for many different reasons. By using a variety of state-of-the-art techniques including web crawling, text analysis, computational linguistics, and other algorithms, online content from social media sites can be gathered and analyzed. Analysis of social media can be performed using many different approaches depending on the goal of the analysis and the specific media that...
References
Abbasi A, Chen H (2008) Writeprints: a stylometric approach to identity-level identification and similarity detection in cyberspace. ACM Trans Inf Syst 26(2):7:1–7:29
Asur S, Huberman BA (2010) Predicting the future with social media. In: Proceedings of the 2010 IEEE/WIC/ACM international conference on web intelligence and intelligent agent technology – volume 01, WI-IAT’10. Toronto. IEEE Computer Society, Washington, DC, pp 492–499
Brynielsson J, Horndahl A, Johansson F, Kaati L, Mårtenson C, Svenson P (2012) Analysis of weak signals for detecting lone wolf terrorists. In: Proceedings of the European intelligence and security informatics conference 2012, Odense, pp 197–204
Chen HC, Goldberg MK, Magdon-Ismail M (2004) Identifying multi-ID users in open forums. In: Intelligence and security informatics. Springer, Berlin/New York, pp 176–186
Dahlin J, Johansson F, Kaati L, Mårtenson C, Svenson P (2012) Combining entity matching techniques for detecting extremist behavior on discussion boards. In: ASONAM, Istanbul, pp 850–857
Gruhl D, Guha R, Kumar R, Novak J, Tomkins A (2005) The predictive power of online chatter. In: Proceedings of the eleventh ACM SIGKDD international conference on knowledge discovery in data mining, KDD’05, Chicago. ACM, New York, pp 78–87
Juola P (2006) Authorship attribution. Found Trends Inf Retr 1(3):233–334
Narayanan A, Paskov H, Gong N, Bethencourt J, Stefanov E, Shin E, Song D (2012) On the feasibility of internet-scale author identification. In: 2012 I.E. symposium on security and privacy (SP), San Francisco, pp 300–314
Novak J, Raghavan P, Tomkins A (2004) Anti-aliasing on the web. In: Proceedings of the 13th international conference on world wide web, WWW’04. New York. ACM, New York, pp 30–39
Stamatatos E (2009) A survey of modern authorship attribution methods. J Am Soc Inf Sci Technol 60(3):538–556
Veijalainen J, Semenov A, Kyppö J (2010) Tracing potential school shooters in the digital sphere. In: ISA, Miyazaki, pp 163–178
Wasserman S, Faust K (1994) Social network analysis: methods and applications. Cambridge University Press, Cambridge/New York
Zheng R, Li J, Chen H, Huang Z (2006) A framework for authorship identification of online messages: writing-style features and classification techniques. J Am Soc Inf Sci Technol 57(3):378–393
Acknowledgments
This research was financially supported by Vinnova through the Vinnmer programme.
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Kaati, L. (2017). Analysis and Mining of Tags, (Micro)Blogs, and Virtual Communities. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-7163-9_172-1
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DOI: https://doi.org/10.1007/978-1-4614-7163-9_172-1
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