2016_Hung-Min Hsu, Wei-Sheng Zeng, Chen-Shuo Hung, Dung-Sheng Chen et al. "Frame Dispatcher: A Multiframe Classification System for Social Movement by using Microblogging Data."

Published in: 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI)

Date of Conference: 13-16 October 2016

Date Added to IEEE Xplore: 16 January 2017

DOI: 10.1109/WI.2016.0101

Publisher: IEEE

Conference Location: Omaha, NE, USA

Frame Dispatcher: A Multiframe Classification System for Social Movement by using Microblogging Data

Hung-Min Hsu, Wei-Sheng Zeng, Chen-Shuo Hung, Dung-Sheng Chen, Ray-I Chang, Shian-Hua Lin, Jan-Ming Ho

Abstract

Framing is a phenomenon that is studied and debated widely in sociology and political science. It refers to the manner in which audiences interpret information and justify their claims or activities. The subconscious influence of framing might lead to opinion changes and social movements. However, multi-frame classification on microblogging data has not yet been investigated. In this study, we aim to classify a large number of posts into frames. We describe in detail the implementation of a new algorithm for multi-frame classification tasks called Frame Dispatcher, which aims to classify microblogging data into frames. In our experiments, we extracted over 15,000 posts from approximately 200 Facebook fan pages concerning an anti-curriculum student movement. The experimental results show that Frame Dispatcher can classify microblogging data into frames efficiently and effectively.