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題名 Information manipulation and web credibility 
作者 陳樹衡
Lu, Te-Cheng
Yu, Tongkui
Chen, Shu-Heng
貢獻者 經濟學系
關鍵詞 Information manipulation ; Web credibility ; Fake information
日期 2018
上傳時間 18-Sep-2017 15:39:56 (UTC+8)
摘要 Fake information, news, and reviews are overloaded in the era of big data. We use an agent-based model to simulate social interaction between information producers and consumers. Whether the information producers manipulate true or fake information depends on individual consumers attitude to truth or presentation of information. Consumers adapt themselves to accept or reject information and may evolve or learn socially from the others. Honest and dishonest producers select production strategies and also evolve from the same type of producers. We unexpectedly find that dishonest producers may produce true information because consumers co-evolve with producers by raising their standard on truth of information. To prevent fake information diffusion, let consumers take social responsibility by raising standard on truth of information improving social welfare and web credibility in the era of information overload.
關聯 Advances in Intelligent Systems and Computing, Volume 618, Pages 86-95
14th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2017; Porto; Portugal; 21 June 2017 到 23 June 2017; 代碼 193359
資料類型 conference
DOI https://doi.org/10.1007/978-3-319-60882-2_11
dc.contributor 經濟學系zh_TW
dc.creator (作者) 陳樹衡zh_TW
dc.creator (作者) Lu, Te-Chengen_US
dc.creator (作者) Yu, Tongkuien_US
dc.creator (作者) Chen, Shu-Hengen_US
dc.date (日期) 2018
dc.date.accessioned 18-Sep-2017 15:39:56 (UTC+8)-
dc.date.available 18-Sep-2017 15:39:56 (UTC+8)-
dc.date.issued (上傳時間) 18-Sep-2017 15:39:56 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/113063-
dc.description.abstract (摘要) Fake information, news, and reviews are overloaded in the era of big data. We use an agent-based model to simulate social interaction between information producers and consumers. Whether the information producers manipulate true or fake information depends on individual consumers attitude to truth or presentation of information. Consumers adapt themselves to accept or reject information and may evolve or learn socially from the others. Honest and dishonest producers select production strategies and also evolve from the same type of producers. We unexpectedly find that dishonest producers may produce true information because consumers co-evolve with producers by raising their standard on truth of information. To prevent fake information diffusion, let consumers take social responsibility by raising standard on truth of information improving social welfare and web credibility in the era of information overload.en_US
dc.format.extent 181 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Advances in Intelligent Systems and Computing, Volume 618, Pages 86-95en_US
dc.relation (關聯) 14th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2017; Porto; Portugal; 21 June 2017 到 23 June 2017; 代碼 193359en_US
dc.subject (關鍵詞) Information manipulation ; Web credibility ; Fake informationen_US
dc.title (題名) Information manipulation and web credibility en_US
dc.type (資料類型) conference
dc.identifier.doi (DOI) 10.1007/978-3-319-60882-2_11
dc.doi.uri (DOI) https://doi.org/10.1007/978-3-319-60882-2_11