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Author:

Xu, Zhigang (Xu, Zhigang.) | Liu, Lei (Liu, Lei.) | Cai, Haibo (Cai, Haibo.) | Yan, Shuying (Yan, Shuying.)

Indexed by:

EI Scopus

Abstract:

Analyzing and researching microblog text and microblog context, we propose a Chinese microblog's semantic expansion model based on specific context. Firstly, on the basis of analysis of microblog type, microblogs are classified into six categories: information-publish microblogs, journaling microblogs, sharing microblogs, forwarding microblogs, commentary microblogs and interactive microblogs. For information-publish microblogs, we propose a Chinese microblog's semantic expansion model based on specific context. Select forwarding comment as specific context. Microblog's effective forwarding information is added to microblog text for supplementing the microblog's semantics and improving the problem of data sparseness. The results of microblog classification performance evaluation show that the model enhances the microblog classification performance. © 2014 IEEE.

Keyword:

Semantics Expansion

Author Community:

  • [ 1 ] [Xu, Zhigang]College of Applied Sciences, Beijing University of Technology, Beijing, China
  • [ 2 ] [Liu, Lei]College of Applied Sciences, Beijing University of Technology, Beijing, China
  • [ 3 ] [Cai, Haibo]College of Applied Sciences, Beijing University of Technology, Beijing, China
  • [ 4 ] [Yan, Shuying]Research Development Center, VMware Information Technology(China) Co. Ltd, Beijing, China

Reprint Author's Address:

  • [xu, zhigang]college of applied sciences, beijing university of technology, beijing, china

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Source :

Year: 2014

Page: 610-615

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

Affiliated Colleges:

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