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題名:運用BERT深度學習模型於衛教謠言檢測之研究
書刊名:資訊管理學報
作者:許文錦李牧衡呂明聲
作者(外文):Hsu, Wen-chinLee, Mu-hengLyu, Ming-sheng
出版日期:2022
卷期:29:1
頁次:頁27-44
主題關鍵詞:深度學習衛生教育謠言檢測BERTDeep learning techniqueHealth educationRumor detection
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:21
  • 點閱點閱:4
期刊論文
1.汪志堅、駱少康(20020600)。以內容分析法探討網路謠言之研究。資訊、科技與社會學報,2(1)=2,131-148。new window  延伸查詢new window
2.Vosoughi, Soroush、Roy, Deb、Aral, Sinan(2018)。The spread of true and false news online。Science,359(6380),1146-1151。  new window
3.DiFonzo, N.、Bordia, P.(2000)。How Top PR Professionals Handle Hearsay: Corporate Rumors, Their Effects, and Strategies to Manage Them。Public Relations Review,26(2),173-190。  new window
4.DiFonzo, N.、Robinson, N. M.、Suls, J. M.、Rini, C.(2012)。Rumors about cancer: Content, sources, coping, transmission, and belief。Journal of Health Communication,17(9),1099-1115。  new window
5.曾芬郁、郭瑞祥(20091100)。門診時段及醫師特質對就診流程品質之影響。臺灣醫學,13(6),558-566。  延伸查詢new window
6.Asghar, M. Z.、Habib, A.、Habib, A.、Khan, A.、Ali, R.、Khattak, A.(2019)。Exploring deep neural networks for rumor detection。Journal of Ambient Intelligence and Humanized Computing,12,4315-4333。  new window
7.Bondielli, A.、Marcelloni, F.(2019)。A survey on fake news and rumour detection techniques。Information Sciences,497,38-55。  new window
8.Liang, J.、Yang, M.(2015)。On spreading and controlling of online rumors in we-media era。Asian Culture and History,7(2),42-46。  new window
9.Oh, H. J.、Lee, H.(2019)。When Do People Verify and Share Health Rumors on Social Media? The Effects of Message Importance, Health Anxiety, and Health Literacy。Journal of health communication,24(11),837-847。  new window
10.Paek, Hye-Jin、Hove, Thomas(2019)。Effective strategies for responding to rumors about risks: The case of radiation-contaminated food in South Korea。Public Relations Review,45(3),(101762)1-(101762)9。  new window
11.Park, Y.-J.、Bae, J. H.、Shin, M. H.、Hyun, S. H.、Cho, Y. S.、Choe, Y. S.、Choi, J. Y.、Lee, K.-H.、Kim, B.-T.、Moon, S. H.(2019)。Development of Predictive Models in Patients with Epiphora Using Lacrimal Scintigraphy and Machine Learning。Nuclear medicine and molecular imaging,53(2),125-135。  new window
12.Sankar, H.、Subramaniyaswamy, V.、Vijayakumar, V.、Arun Kumar, S.、Logesh, R.、Umamakeswari, A.(2019)。Intelligent sentiment analysis approach using edge computing‐based deep learning technique。Software: Practice and Experience,50(5),645-657。  new window
13.Sjöström, A. E.、Hörnsten, Å.、Hajdarevic, S.、Emmoth, A.、Isaksson, U.(2019)。Primary Health Care Nurses' Experiences of Consultations With Internet-Informed Patients: Qualitative Study。JMIR Nursing,2(1)。  new window
14.Wang, Y.、McKee, M.、Torbica, A.、Stuckler, D.(2019)。Systematic literature review on the spread of health-related misinformation on social media。Social Science & Medicine,240。  new window
15.Zubiaga, A.、Liakata, M.、Procter, R.、Wong Sak Hoi, G.、Tolmie, P.(2016)。Analysing how people orient to and spread Rumours in social media by looking at conversational threads。PloS one,11(3)。  new window
16.Matthews, A. K.、Sellergren, S. A.、Manfredi, C.、Williams, M.(2002)。Factors influencing medical information seeking among African American cancer patients。Journal of Health Communication,7(3),205-219。  new window
17.Nutbeam, Don(2008)。The Evolving Concept of Health Literacy。Social Science and Medicine,67(12),2072-2078。  new window
18.Pendleton, Susan Coppess(1998)。Rumor research revisited and expanded。Language & Communication,18(1),69-86。  new window
19.羅文伶、邱銘心(20150100)。網路健康謠言內容分析研究。教育資料與圖書館學,52(1),3-31。new window  延伸查詢new window
會議論文
1.Castillo, C.、Mendoza, M.、Poblete, B.(2011)。Information credibility on twitter。The 20th International Conference on World Wide Web。ACM。675-684。  new window
2.Kwon, S.、Cha, M.、Jung, K.、Chen, W.、Wang, Y.(2013)。Prominent Features of Rumor Propagation in Online Social Media1103-1108。  new window
3.Ma, J.、Gao, W.、Mitra, P.、Kwon, S.、Jansen, B. J.、Wong, K.-F.、Cha, M.(2016)。Detecting rumors from microblogs with recurrent neural networks。IJCAI 2016,3818-3824。  new window
4.Yu, F.、Liu, Q.、Wu, S.、Wang, L.、Tan, T.(2017)。A convolutional approach for misinformation identification。IJCAI 2017,3901-3907。  new window
5.Vaswani, Ashish、Shazeer, Noam、Parmar, Niki、Uszkoreit, Jakob、Jones, Llion、Gomez, Aidan N.、Kaiser, L.、Kaiser, Łukasz、Polosukhin, Illia(2017)。Attention is all you need。31st Annual Conference on Neural Information Processing Systems,5998-6008。  new window
6.Ajao, O.、Bhowmik, D.、Zargari, S.(2018)。Fake news identification on twitter with hybrid CNN and RNN models226-230。  new window
7.Goh, D. H. L.、Chua, A. Y.、Shi, H.、Wei, W.、Wang, H.、Lim, E. P.(2017)。An analysis of rumor and counter-rumor messages in social media256-266。  new window
8.Huilai, Z.、Fang, L.、Junjie, Z.(2016)。What makes people resend healthy food messages online: the effects of message cues。ICSSSM,1-6。  new window
9.Jawahar, G.、Sagot, B.、Seddah, D.(2019)。What does BERT learn about the structure of language?。ACL 2019-57th Annual Meeting of the Association for Computational Linguistics。  new window
10.Li, B.、Chong, A.(2019)。What Influences the Dissemination of Online Rumor Messages: Message Features and Topic-congruence。  new window
11.Li, J.(2019)。Detecting False Information in Medical and Healthcare Domains: A Text Mining Approach236-246。  new window
12.Li, L.、Cai, G.、Chen, N.(2018)。A Rumor Events Detection Method Based on Deep Bidirectional GRU Neural Network。ICIVC,755-759。  new window
13.Ma, J.、Gao, W.、Wong, K. F.(2019)。Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning3049-3055。  new window
14.Nguyen, T. N.、Li, C.、Niederée, C.(2017)。On early-stage debunking rumors on twitter: Leveraging the wisdom of weak learners141-158。  new window
15.Singh, J. P.、Rana, N. P.、Dwivedi, Y. K.(2019)。Rumour Veracity Estimation with Deep Learning for Twitter351-363。  new window
16.Yang, F.、Liu, Y.、Yu, X.、Yang, M.(2012)。Automatic detection of rumor on Sina Weibo1-7。  new window
17.Zhao, Z.、Resnick, P.、Mei, Q.(2015)。Enquiring minds: Early detection of rumors in social media from enquiry posts1395-1405。  new window
18.Zhou, Z.、Qi, Y.、Liu, Z.、Yu, C.、Wei, Z.(2018)。A C-GRU Neural Network for Rumors Detection。2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems,704-708。  new window
圖書
1.Bastable, S. B.(2016)。Essentials of patient education。Jones & Bartlett Publishers。  new window
2.Moein, S.(2014)。Medical diagnosis using artificial neural networks。IGI Global。  new window
3.Sharma, M.(2016)。Theoretical foundations of health education and health promotion。Jones & Bartlett Publishers。  new window
4.Zaccone, G.、Karim, M. R.(2018)。Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python。Packt Publishing Ltd.。  new window
單篇論文
1.Devlin, Jacob,Chang, Ming-Wei,Lee, Kenton,Toutanova, Kristina(2018)。BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,https://doi.org/10.48550/arXiv.1810.04805,(1810.04805)。  new window
2.Cao, J.,Guo, J.,Li, X.,Jin, Z.,Guo, H.,Li, J.(2018)。Automatic rumor detection on microblogs: A survey(1807.03505)。  new window
3.Jordan, M. I.(1995)。Why the logistic function? A tutorial discussion on probabilities and neural networks,http://sites.poli.usp.br/d/pmr5406/Download/papers/uai.pdf。  new window
4.Nwankpa, C.,Ijomah, W.,Gachagan, A.,Marshall, S.(2018)。Activation functions: Comparison of trends in practice and research for deep learning(1811.03378)。  new window
5.Wolf, T.,Debut, L.,Sanh, V.,Chaumond, J.,Delangue, C.,Moi, A.,Cistac, P.,Rault, T.,Louf, R.,Funtowicz, M.(2019)。Transformers: State-of-the-art Natural Language Processing(1910.03771)。  new window
其他
1.陳文信(2010)。醫師看診平均1.4分鐘監院糾正,http://healthmedia.nownews.com/contents.aspx?cid=5,69&id=10404。  延伸查詢new window
圖書論文
1.Bordia, P.、DiFonzo, N.(2017)。Psychological motivations in rumor spread。Rumor Mills: The Social Impact of Rumor and Legend。Aldine Press。  new window
 
 
 
 
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