DocumentCode :
643885
Title :
Research and implementation of social hot topic detection system based on mirco-blog
Author :
Lulin Jiao ; Yan Peng
Author_Institution :
Coll. of Manage., Capital Normal Univ., Beijing, China
Volume :
02
fYear :
2012
fDate :
Oct. 30 2012-Nov. 1 2012
Firstpage :
537
Lastpage :
542
Abstract :
Micro-blog as an important part of the network media has become an important access to information for Netizens. Some hot topics have an immeasurable impact on the public opinion formation and dissemination, and also potential security risks are absolutely not underestimated. Collecting the relevant data in the micro-blog can provide data base for public opinion analysis. The study, social topic detection system based on micro-blog is mainly centered on the key technologies in the information capture and the Chinese handling of micro-blog. This study invokes the API of Sina micro-blog through three kinds of capture strategy, and then uses RMM reverse maximum matching algorithm to capture the information of microblog, after this using classification of self-build public opinion to do information classification of micro-blog for structured storage. At last this study finishes the research and implement of the system based on microblog. The system has realized the hot topics of timely capture, collection, classification, storage and retrieval which lay the foundation for further public opinion analysis.
Keywords :
application program interfaces; information retrieval; pattern classification; pattern matching; social networking (online); social sciences computing; API; RMM; Sina microblog; information classification; network media; public opinion analysis; reverse maximum matching algorithm; self-build public opinion; social hot topic detection system; structured storage; topic retrieval; Analytical models; Blogs; Classification algorithms; Databases; Dictionaries; Motion pictures; Vocabulary; Chinese segmentation; Hot topic detection; Micro-blog;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing and Intelligent Systems (CCIS), 2012 IEEE 2nd International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-1855-6
Type :
conf
DOI :
10.1109/CCIS.2012.6664232
Filename :
6664232
Link To Document :
بازگشت