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題名 Information Manipulation and Web Credibility
作者 陳樹衡
Lu, Te-Cheng;Yu, Tongkui;Chen, Shu-Heng
Chen, Shu-Heng
貢獻者 經濟系
關鍵詞 Information manipulation ; Web credibility ; Fake information
日期 2017-06
上傳時間 19-一月-2019 16:16:36 (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 Decision Economics: In the Tradition of Herbert A. Simon`s Heritage, Springer, Cham, pp.86-95
資料類型 book/chapter
DOI https://doi.org/10.1007/978-3-319-60882-2_11
dc.contributor 經濟系zh_TW
dc.creator (作者) 陳樹衡
dc.creator (作者) Lu, Te-Cheng;Yu, Tongkui;Chen, Shu-Heng
dc.creator (作者) Chen, Shu-Heng
dc.date (日期) 2017-06
dc.date.accessioned 19-一月-2019 16:16:36 (UTC+8)-
dc.date.available 19-一月-2019 16:16:36 (UTC+8)-
dc.date.issued (上傳時間) 19-一月-2019 16:16:36 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/122016-
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 2704498 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Decision Economics: In the Tradition of Herbert A. Simon`s Heritage, Springer, Cham, pp.86-95
dc.subject (關鍵詞) Information manipulation ; Web credibility ; Fake informationen_US
dc.title (題名) Information Manipulation and Web Credibilityen_US
dc.type (資料類型) book/chapter
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