Blog Topic Detection Based on the Model

Article Preview

Abstract:

Constructing and updating model from blog is also the process of topic detection and tracking, then, a detecting method of topics on blog based on model is proposed. It includes the use of measuring method Based on the event information to cluster for post and topic information to cluster event set (blog) which is combined with semantic vector space model, the use of the main idea of information granularity of topic detection and tracking algorithm has to be used and improved in order to generate the final clustering. The experimental results show that the algorithm has an accurate result in blog topic detection

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 926-930)

Pages:

2221-2224

Citation:

Online since:

May 2014

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] C.C. Yang, X.D. Shi, C.P. Wei. Discovering event evolution graphs from news corpora[J]. IEEE Transaction on Systems, Man, and Cybernetics-Part A: Systems and Humans, 2009, 39(4): 850-863.

DOI: 10.1109/tsmca.2009.2015885

Google Scholar

[2] K.Y. Chen, L. Luesukprasert, S.C.T. Chou. Hot topic extraction based on timeline analysis and multidimensional sentence modeling[J]. IEEE Transactions on Knowledge and Data Engineering, 2007, 19(8): 1016-1025.

DOI: 10.1109/tkde.2007.1040

Google Scholar

[3] C.H. Wang, M. Zhang, S.P. Ma, et al. Automatic online news issue construction in web environment[C]. Proceedings of the Seventeenth International Conference on World Wide Web, Beijing, New York: Association for Computing Machinery, 2008: 457-466.

DOI: 10.1145/1367497.1367560

Google Scholar

[4] K.Y. Chen, L. Luesukprasert, S.C.T. Chou. Hot topic extraction based on timeline analysis and multidimensional sentence modeling[J]. IEEE Transactions on Knowledge and Data Engineering, 2007, 19(8): 1016-1025.

DOI: 10.1109/tkde.2007.1040

Google Scholar

[5] S. Patterson, B. Bamieh. Interaction-driven opinion dynamics in online social networks[C]. Proceedings of the First Workshop on Social Media Analytics, New York: Association for Computing Machinery, 2010: 98-105.

DOI: 10.1145/1964858.1964872

Google Scholar

[6] M.D. Mumford. Social comparison theory and the evaluation of peer evaluations: a review and some applied implications[J]. Personnel Psychology, 1983, 36(4): 867-881.

DOI: 10.1111/j.1744-6570.1983.tb00516.x

Google Scholar