DocumentCode :
142636
Title :
Microblogging as a social sensing tool
Author :
Hao Liu ; Ziqian Dong ; Huanying Gu
Author_Institution :
Sch. of Eng. & Comput. Sci., New York Inst. of Technol., New York, NY, USA
fYear :
2014
fDate :
7-9 April 2014
Firstpage :
513
Lastpage :
517
Abstract :
Microblogging has become a popular communication tool among Internet users. Millions of users retrieve information and share opinions on different aspects of their daily lives using this platform. This paper presents the development of an online microblog collection and analysis tool that automatically collects public tweets from Chinese microblogging site - Sina Weibo and employs the data processing techniques from Hadoop platform to perform linguistic analysis of the collected data (Chinese characters). We show examples and procedures to use our tool on Chinese posting with GBK and UTF-8 encodings. We demonstrate the tool as a social sensing tool by providing geographical locations on air pollution topic in Sina Weibo. The proposed techniques can be used to analyze online posts in other languages and can be used for online social behavior study.
Keywords :
data handling; information analysis; information retrieval; parallel programming; social networking (online); social sciences computing; Chinese characters; GBK encodings; Hadoop platform; Internet users; Sina Weibo; UTF-8 encodings; air pollution topic; data processing techniques; geographical locations; information retrieval; linguistic analysis; microblogging; online microblog analysis tool; online microblog collection tool; online social behavior study; opinion sharing; social sensing tool; Birds; Data mining; Educational institutions; Meteorology; Rail to rail inputs; Silicon; Hadoop; Sina Weibo; Social sensing; microblogs; natural language processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2014 IEEE 11th International Conference on
Conference_Location :
Miami, FL
Type :
conf
DOI :
10.1109/ICNSC.2014.6819679
Filename :
6819679
Link To Document :
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