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A Probabilistic Rating System for Team Competitions with Individual Contributions Read chapter Read first chapter

2015 | OriginalPaper | Chapter

Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case

Authors : Alexandra Barysheva, Mikhail Petrov, Rostislav Yavorskiy

Published in: Analysis of Images, Social Networks and Texts

Publisher: Springer International Publishing

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Abstract

Our study is aimed at developing a language-independent tool for building user profiles of online community users. To that end the definition of a comment graph, a convenient representation of users interaction, is studied. The set of comment graph characteristics for users that form the basis of the profiling techniques is suggested. Finally, the user profiling method based on cluster analysis is presented. The described method was applied to Habrahabr data set.

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Footnotes
Literature
1.
Pennachiotti, M.A.: Machine learning approach to twitter user classification. In: Fifth International AAAI Conference on Weblogs and Social Media, p. 45 (2011)
2.
Kazushi, I.: Twitter user profiling based on text and community mining for market analysis. Knowl.-Based Syst. 51, 35–47 (2013)CrossRef
3.
Shinsuke, N.: Discovering important bloggers based on analyzing blog threads. In: 2nd Annual Workshop on the Webblogging Ecosystem (2005)
4.
Rocha, E.: User profiling on Twitter. Semant. Web: Interoperability, Usability, Applicability 1(1), 105–110 (2011)
5.
Santosh, R.: Author profiling: predicting age and gender from blogs. In: PAN at CLEF (2013)
6.
Balog, K., Fang, Y., de Rijke, M., Serdyukov, P., Si, L.: Expertise retrieval. Found. Trends Inf. Retrieval 6(2–3), 127–256 (2012)CrossRef
7.
MacQueen, J.B.: Some methods for classification and analysis of multivariate observations. In: Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability. University of California Press, pp. 281–297 (1967)
8.
Rousseeuw, P.: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math. 20(1), 53–65 (1987)CrossRefMATH
9.
Krasnov, F., Yavorskiy, R.: Measurement of maturity level of a professional community. Bus. Inf. 1(23), 64–67 (2013). (in Russian)
10.
Yavorskiy, R., Vlasova, E., Krasnov, F.: Connectivity analysis of computer science centers based on scientific publications data for major Russian cities. In: Procedia Computer Science, vol. 31, pp. 892–899 (2014)
Metadata
Title
Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case
Authors
Alexandra Barysheva
Mikhail Petrov
Rostislav Yavorskiy
Copyright Year
2015
Book
Analysis of Images, Social Networks and Texts

Print ISBN: 978-3-319-26122-5

Electronic ISBN: 978-3-319-26123-2

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-26123-2_25

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