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author:

Wang, Ruocheng (Wang, Ruocheng.) [1] | Liu, Yanhua (Liu, Yanhua.) [2] (Scholars:刘延华)

Indexed by:

EI Scopus

Abstract:

With the growth of micro-blog users, the number of micro-blog text is also showing an explosive growth trend. Faced with such a large amount of text data, how to effectively retrieve useful information is very important for micro-blog users. This paper proposes a method combining traditional TF-IDF computing and LDA topic model. First, we compute by TF-IDF to find micro-blog articles about word frequency similarity. Then we use the LDA topic model approach to filter out micro-blog articles with similar themes. Experimental results show that using the integrated search method, users can retrieve more suitable user's actual needs micro-blog articles. © 2017 IEEE.

Keyword:

Blogs

Community:

  • [ 1 ] [Wang, Ruocheng]Shandong Yingcai University, Jinan, Shandong, China
  • [ 2 ] [Liu, Yanhua]Fuzhou University, Fuzhou, Fujian, China

Reprint 's Address:

  • 刘延华

    [liu, yanhua]fuzhou university, fuzhou, fujian, china

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Source :

Year: 2017

Volume: 2018-January

Page: 1552-1556

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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