供稿：管理工程系 攝影：管理工程系
2015年5月29日上午，臺(tái)灣大學(xué)偉德國(guó)際1946bv官網(wǎng)魏志平教授應(yīng)邀訪問了偉德國(guó)際1946bv官網(wǎng)管理與經(jīng)濟(jì)學(xué)院，并作了題為“Big Data Analytics for Health Informatics: Detecting Adverse Drug Events from Electronic Health Records”的學(xué)術(shù)報(bào)告，報(bào)告由管理與經(jīng)濟(jì)學(xué)院顏志軍教授主持。
藥品在上市前，會(huì)經(jīng)過嚴(yán)格的測(cè)試和臨床實(shí)驗(yàn)，然而由于實(shí)驗(yàn)人數(shù)和時(shí)間限制等因素，上市后的藥品可能存在未被發(fā)現(xiàn)的副作用，造成健康隱患。傳統(tǒng)的藥物副作用發(fā)現(xiàn)多使用自發(fā)呈報(bào)系統(tǒng)中的數(shù)據(jù)，存在漏報(bào)、重復(fù)報(bào)告等問題，魏志平教授的研究基于臺(tái)灣全民健康保險(xiǎn)研究資料庫(kù)（NHIRD）中的抽樣數(shù)據(jù)，以4種疾病作為檢測(cè)目標(biāo)，構(gòu)建Drug-Outcome序列，以Micromedex數(shù)據(jù)庫(kù)為依據(jù)標(biāo)注信號(hào)，評(píng)估結(jié)果表明這種有監(jiān)督學(xué)習(xí)方法優(yōu)于傳統(tǒng)方法（RRR，PRR，ROR和BCPNN），魏志平教授還提出了未來可能的進(jìn)一步研究方向，并簡(jiǎn)單介紹了關(guān)于發(fā)現(xiàn)藥品新用途的另一項(xiàng)研究工作。報(bào)告完成后，魏志平教授與在座師生就感興趣的相關(guān)研究問題進(jìn)行了深入的探討。
報(bào)告人簡(jiǎn)介：
Chih-Ping Wei received a BS in Management Science from National Chiao-Tung University in Taiwan, R.O.C. in 1987 and an MS and a Ph.D. in Management Information Systems from the University of Arizona in 1991 and 1996, respectively. He is currently a distinguished professor of Department of Information Management at National Taiwan University, Taiwan, R.O.C. Prior to joining National Taiwan University in 2010, he was a professor of Institute of Service Science and Institute of Technology Management at National Tsing Hua University in Taiwan and a professor of Department of Information Management at National Sun Yat-sen University in Taiwan. He was also a visiting scholar at the University of Washington in Fall 2013, the University of Illinois at Urbana-Champaign in Fall 2001, and Chinese University of Hong Kong in Summer 2006 and 2007. His papers have appeared in Journal of Management Information Systems (JMIS), European Journal of Information Systems, Decision Sciences, Decision Support Systems (DSS), IEEE Transactions on Engineering Management, IEEE Software, IEEE Intelligent Systems, IEEE Transactions on Systems, Man, and Cybernetics, IEEE Transactions on Information Technology in Biomedicine, Journal of the American Society for Information Science and Technology, Information Processing and Management, Journal of Database Management, and Journal of Organizational Computing and Electronic Commerce, etc. His current research interests include data analytics and business intelligence, text mining and information retrieval, patent analysis and mining, and health informatics. He has edited special issues for Decision Support Systems, International Journal of Electronic Commerce, Electronic Commerce Research and Applications, Information Processing and Management, Pacific Asia Journal of the Association for Information Systems, and Information Systems and e-Business Management.
（審核：顏志軍）
