Chapter
Mar 29, 2018
What Construction Topics Do They Discuss in Social Media? A Case Study of Weibo in China
Authors: Liyaning Tang [email protected], Yiming Zhang [email protected], Fei Dai [email protected], Yoojung Yoon [email protected], and Yangqiu Song [email protected]Author Affiliations
Publication: Construction Research Congress 2018
Abstract
As a traditional industry such as the construction, it is hard to collect data for management and improvement. Traditional ways such as questionnaire survey, interviews, or focus meetings to collect data are both time- and cost-consuming. Recently, with the rapid development of social media services, data can be collected and extracted for topic analysis to provide officials and managers with fresh perspectives on participants in the construction management. In this paper, a topic analysis systematic framework is proposed. This system collected user messages from social media sites, establishes and compares different clusters’ topics and keywords in their messages. This paper generated valuable information and knowledge in the construction domain. As an initial trial, this study selected social media of Weibo because of its wide usage in China. Four clusters which include construction workers, construction companies, construction unions, and construction media were analyzed. For each user, the crawler is used to collect the Weibo messages from his/her web page. On average, there are 135 messages collected for each user. This research then analyzed these data in the following aspects to dig out information behind data: keywords, hashtags, and topic modeling. Detailed findings, benefits, and barriers to incorporating social media data analytics in the construction industry, along with future research, were discussed. This paper benefits the academia by testing an alternative way of studying the construction population, which further will help decision makers better understand the real situations of the construction industry.
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© 2018 American Society of Civil Engineers.
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Published online: Mar 29, 2018
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Dept. of Civil and Environmental Engineering, West Virginia Univ., Morgantown, WV 26506. E-mail: [email protected]
Equal contribution
Lane Dept. of Computer Science and Electrical Engineering, West Virginia Univ., Morgantown, WV 26506. E-mail: [email protected]
Equal contribution
Dept. of Civil and Environmental Engineering, West Virginia Univ., Morgantown, WV 26506. E-mail: [email protected]
Dept. of Civil and Environmental Engineering, West Virginia Univ., Morgantown, WV 26506. E-mail: [email protected]
Dept. of Computer Science and Engineering, Hong Kong Univ. of Science and Technology, Clear Water Bay, Hong Kong. E-mail: [email protected]
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