• 蔣榮先

    蔣榮先特聘教授 兼 計算機與網路中心主任


    系所別:資訊系 / 資訊所 / 醫資所 / 計網中心 / AI學程

    電話:06-2757575 ext 62534


    實驗室:智慧型資訊擷取實驗室 (資訊系館新大樓6F 65604)




    美國 \ 美國密蘇里大學 \ 電機暨電腦工程所 \ 博士(1992 ~ 1995)

    美國 \ 美國密蘇里大學 \ 電機暨電腦工程所 \ 碩士(1990 ~ 1992)

    台灣 \ 國立台灣科技大學 \ 電機工程系 \ 學士(1987 ~ 1989)


    工研院 \ 電通所 \ 研究員 (1995 ~ 1996)


    ISO 27001 資訊安全管理制度-合格主導稽核員(2016~)

    BS 10012 個人資訊管理制度-合格主導稽核員(2015~)

    IEEE 計算智慧學會 「生醫工程與生物資訊技術委員會」主席(2012年~)

    Asian Association of Societies for Bioinformatics (亞洲生物資訊學會) 理事長(2012年~)

    IEEE 計算智慧學會 「生醫工程與生物資訊技術委員會」副主席(2010~2012年)

    獲得美國李氏基金會2008-2009年傑出學者獎(Li Foundation Fellow)

    指導學生 獲得2008年台灣實證醫學學會會議 最佳論文獎 (2008/09/20)

    獲選台灣生物資訊學會常務理事 (2007年~)

    擔任高等教育評鑑中心 評鑑委員 (2007年~)

    擔任工程處資訊學門 複審委員 (2006年~2012年)

    獲選中華民國模糊學會第六屆理事 (2006~2009年)

    獲選中華民國人工智慧學會第七屆常務理事 (2005~2007年)

    Senior Member, IEEE Society (2004年~)


    Accepted Papers to be Published

    1. Chang JH, Tsa CE, Chiang JH "Using Heterogeneous Social Media as Auxiliary Information to Improve Hotel Recommendation Performance"

    Refereed Papers

    1. G.Chin-Lun Hung, MS Li, Yen-Lin Chen, JH Chiang "Capturing depression with your smartphone: Validity and utilization of iHOPE for depressed patients in Taiwan" European Psychiatry,doi:10.1016/j.eurpsy.2016.01.758

    2. Hsih-Te Yang, Jiun-Huang Ju, Yue-Ting Wong, Ilya Shmulevich, Jung-Hsien Chiang "Literature-based discovery of new candidates for drug repurposing" Briefings in bioinformatics,doi: 10.1093/bib/bbw030

    3. Chiang, Jung-Hsien, Ju, Jiun-Huang 2014 "Discovering novel protein-protein interactions by measuring the protein semantic similarity from the biomedical literature" Journal Of Bioinformatics and Computational Biology,12(6)

    4. Chiang, Jung-Hsien; Yang, Pei-Ching; Tu, Hsuan 2014 "Pattern analysis in daily physical activity data for personal health management" Pervasive and mobile computing, 13, 13-25

    5. Jung-Hsien Chiang, Wan-Shu Cheng, Leroy Hood, and Qiang Tian 2014 "An Epigenetic Biomarker Panel for Glioblastoma Multiforme Personalized Medicine through DNA Methylation Analysis of Human Embryonic Stem Cell-like Signature" OMICS: A Journal of Integrative Biology, 18(5), 310-323

    6. Jennifer M Holden, Ludek Koreny, Samson Obado, Alexander V Ratushny, Wei-Ming Chen, Jung-Hsien Chiang, Steven Kelly, Brian T Chait, John D Aitchison, Michael P Rout, Mark C Field 2014 "Nuclear pore complex evolution: a trypanosome Mlp analogue functions in chromosomal segregation but lacks transcriptional barrier activity" Molecular biology of the cell, 25(9), 1421-1436

    7. JH Chiang*, CH Lin 2014 "NCS: Incorporating positioning data to quantify nucleosome stability in yeast" Bioinformatics, 30(6), 761-767

    8. Samuel A Danziger*, Alexander V Ratushny, Jennifer J Smith, Ramsey A Saleem, Yakun Wan, Christina E Arens, Abraham M Armstrong, Katherine Sitko, Wei-Ming Chen, Jung-Hsien Chiang, David J Reiss, Nitin S Baliga*, John D Aitchison* 2014 "Molecular mechanisms of system responses to novel stimuli are predictable from public data" Nucleic acids research, 42(3), 1442-1460

    9. Cheng, Wan-Shu; Chiang, Jung-Hsien 2013 "CGPredictor: a systematic integrated analytic tool for mining and examining genome-scale cancer independent prognostic epigenetic marker panels" Bmc Systems biology 7(6), S10

    10. Wei-Ming Chen, Samuel A Danziger, Jung-Hsien Chiang, John D Aitchison* 2013 "PhosphoChain: A novel algorithm to predict kinase and phosphatase networks from high-throughput expression data" Bioinformatics 29(19), 2435-44

    11. Liu T, Tsai C-H, Lee W-B, Chiang J-H 2013 "Optimizing Information in Next-Generation-Sequencing (NGS) Reads for Improving De Novo Genome Assembly" PLoS ONE, 8(7), e69503

    12. Van de Vosse DW, Wan Y, Lapetina DL, Chen WM, Chiang JH, Aitchison JD, Wozniak RW 2013 "A Role for the Nucleoporin Nup170p in Chromatin Structure and Gene Silencing" CELL, 152(5), 969-983

    13. Lee TLM, Chiang JH 2012 "A Systems Biology Approach to Solving the Puzzle of Unknown Genomic Gene-Function Association Using Grid-Ready SVM Committee Machines" Computational Intelligence Magazine, IEEE, 16(2), 1087-1095

    14. Darby Tien-Hao Chang, Chao-Hsuan Ke, Jung-Hsin Lin and Chiang, J.H 2012 "AutoBind: automatic extraction of protein–ligand-binding affinity data from biological literature" Bioinformatics,28, 2162-2168

    15. Wan, YK ;Chen, WM; Xing, Jie ;Tan, JY ;Li, Bing ;Chen, HY;Lin, ZX; Chiang, JH; Saleem Ramsey 2011 "Transcriptome profiling reveals a novel role for trichostatin A in antagonizing histone chaperone Chz1 mediated telomere anti-silencing" FEBS Letters,585(15), 2519-2525

    16. Lin, JW, Chang, CH ; Lin, MW, Ebell, MH, Chiang, JH 2011 "Automating the process of critical appraisal and assessing the strength of evidence with information extraction technology" JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 17(4), 832-838

    17. Chiang, JH;Liu, HH;Huang, YT 2011 "Condensing biomedical journal texts through paragraph ranking" BIOINFORMATICS,27(8), 1143-1149

    18. Yeh, CY; Shin, SM; Yeh, HH; Wu, TJ; Shin, JW; Chang, TY; Raghavaraju, G; Lee, CT; Chiang, JH; Tseng, VS; Lee, YCG; Shen, CH; Chow, NH; Liu, HS 2011 "Transcriptional activation of the Axl and PDGFR-alpha by c-Met through a ras- and Src-independent mechanism in human bladder cancer" BMC CANCER,11(139)

    19. Chao, SY; Chiang, JH; Huang, AM;Chang, WS 2011 "An integrative approach to identifying cancer chemoresistance-associated pathways" BMC MEDICAL GENOMICS,4(23)

    20. Wan, YK ;Chiang, JH ;Lin, CH; Arens, CE ; Saleem, RA ; Smith, JJ ; Aitchison, JD 2010 "Histone chaperone Chz1p regulates H2B ubiquitination and subtelomeric anti-silencing" Nucleic Acids Res, 38, 1431 – 1440

    21. Chiang, JH;Lin, JW;Yang, CW 2010 "Automated evaluation of electronic discharge notes to assess quality of care for cardiovascular diseases using Medical Language Extraction and Encoding System (MedLEE)" JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION,17 (3) 245-252

    22. Hao, PY;Chiang, JH;Lin, YH 2009 "A new maximal-margin spherical-structured multi-class support vector machine" APPLIED INTELLIGENCE, 30(2), 98-111

    23. Wan, YK;Saleem, RA; Ratushny, AV; Roda, O; Smith, JJ; Lin, CH; Chiang, JH and Aitchison, JD 2009 "Role of the Histone Variant H2A.Z/Htz1p in TBP Recruitment, Chromatin Dynamics, and Regulated Expression of Oleate-Responsive Genes" Molecular and Cellular Biology, 29, 2346-2358

    24. Majetl, R;Becker, MW;Tian, Q; Lee, TLM; Yan, XW; Liu, R; Chiang, JH; Hood, L;Clarke, MF and Weissman, IL 2009 "Dysregulated gene expression networks in human acute myelogenous leukemia stem cells" Proceedings of the National Academy of Sciences of the United States of America, 106, 3396-3401

    25. Yin, ZX;Chiang,JH 2008 "Novel Algorithm for Coexpression Detection in Time-Varying Microarray Data Sets" IEEE/ACM Trans on Computational Biology and Bioinformatics, 5(1), 120-135

    26. Chiang,JH ;Ho, SH 2008 "A combination of rough-based feature selection and RBF neural network for classification using gene expression data" IEEE Trans on Nanobioscience, 7(1), 91-99

    27. Hao, PY, Chiang,JH 2008 "Fuzzy regression analysis by support vector learning approach" IEEE Trans. on Fuzzy Systems, 16(2), 428-441

    28. Chiang,JH ;Ho, SH; Wang, WH 2008 "Similar genes discovery system (SGDS): Application for predicting possible pathways by using GO semantic similarity measure" Expert Systems With Applications, 35(3), 1115-1121

    29. Chiang,JH;Chao,SY 2007 "Modeling Human Cancer-Related Regulatory Modules by GA-RNN Hybrid Algorithms" BMC Bioinformatics, 8:91

    30. Chiang,JH ;Yin,ZX 2007 "Unsupervised minor prototype detection using an adaptive population partitioning algorithm" Pattern Recognition, 40, 3132-3145

    31. Chiang,JH; Liu, HS; Chao,SY; Chen,CY 2007 "Discovering Gene-Gene Relations from Sequential Sentence Patterns in Biomedical Literature" Expert Systems With Applications, 33, 1036-1041

    32. Hao,PY; Chiang,JH;Tu,YK 2007 "Hierarchically SVM Classification Based on Support Vector Clustering Method and Its Application to Document Categorization" Expert Systems With Applications, 33, 627-635

    33. Chiang,JH; Shin,JW ;Liu, HH; Chin,CL 2006 "GeneLibrarian:an effective gene-information summarization and visualization system" BMC Bioinformatics, 7:392

    34. Hao, PY;Chiang,JH 2006 "Pruning and model-selecting algorithms in the RBF frameworks constructed by support vector learning" International Journal of Neural Systems, 16(4), 283-293

    35. Chiang,JH;Yu,HC 2005 "Literature Extraction of Protein Functions Using Sentence Pattern Mining" IEEE Trans. on Knowledge and Data Engineering, 17(8), 1088-1098

    36. Chiang,JH ;Hao,PY 2004 "Support Vector Learning Mechanism for Fuzzy Rule-Based Modeling: A New Approach" IEEE Trans. on Fuzzy Systems, 12(1), 1-12

    37. Chiang,JH ;Yu,HC; Hsu,HJ 2004 "GIS: A Biomedical Text-Mining System for Gene Information Discovery" Bioinformatics, 20(1), 120-121

    38. Chiang,JH;Yin, ZX 2004 "A New Fuzzy Cover Approach to Clustering" IEEE Trans. on Fuzzy Systems, 12(2), 199-208



    計畫名稱 起迄日期 補助單位
    建置一個應用深度遞歸神經網絡及語意分析技術於異質性社群網路巨量資料 之智慧型推薦系統2017 ~ 2018科技部
    建置一個具多層次學習能力的居家照護機器人之後端推論機制--以銀髮族與糖尿病患者之陪伴與照護實證2018 ~ 2018科技部
    以生物資訊技術為基礎之高通量流式細胞術定量分析法找出癌症幹細胞表面生物標記(104-2923-E-006-003-MY3)2015 ~ 2017科技部
    建置典範校園綠能機房及雲端化運算管理之研究2015 ~ 2017科技部
    建立一個新型巨量生醫資料之語意網路查詢分析法及其在藥物重新定位之研究(103-2221-E-006-254-MY2)2014 ~ 2015科技部
    設計及實作一個創新型銀髮族「友善行動資訊」之社群平台(103-2218-E-006-023-)2014 ~ 2015科技部
    發展一個新穎之次世代定序技術應用於基因功能註解與分析整合平臺2013 ~ 2014國科會
    勸誘式個人化即時回饋運動處方之研究-勸誘式個人化即時回饋運動處方之研究2010 ~ 2013國科會
    勸誘式個人化即時回饋運動處方之研究-智慧型知識探勘技術與模糊推論機制於個人化運動處方之建立2010 ~ 2013國科會
    以自動知識擷取為基礎之計算功能性蛋白質體學2009 ~ 2012國科會
    實作一個以GO概念模型為計算核心之生物反應路徑預測系統2008 ~ 2009國科會
    建構一個分析少量候選基因群間關聯模組知識之生物資訊註解平2006 ~ 2008國科會
    系統化建立基因調控模組網路及其應用在環境毒物基因體資料庫之知識擷取機制實作2007 ~ 2008國科會
    具意圖分析之醫療資訊QA問答引擎研發與實作2006 ~ 2007國科會
    建構一個知識探勘生物資訊平台及蛋白質註解加值資料庫2005 ~ 2006國科會
    建構一個生物資訊分析工具--智慧型基因function註解系統 (2)2004 ~ 2005國科會
    智慧型數位生活機能支持系統技術研究2002 ~ 2004國科會
    建構一個生物資訊分析工具--智慧型基因function註解系統 (1)2003 ~ 2004國科會
    以生物資訊方法搜尋砷相關膀胱癌之表現型錄及確認新穎之指標因子 (2)2004 ~ 2004國科會
    以生物資訊方法搜尋砷相關膀胱癌之表現型錄及確認新穎之指標因子 (1)2002 ~ 2003國科會
    智慧型生物資訊平台架構及其在大量醫學文件中知識擷取之研究 2002 ~ 2003國科會
    智慧型文件探勘技術及其在大量新聞文件中事件擷取之應用 2001 ~ 2002國科會
    智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(3) 2001 ~ 2002國科會
    以網路介面整合式單核甘酸多型性查詢系統及快速發展SNP的生物方法 2000 ~ 2001國科會
    智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(2) 2000 ~ 2001國科會
    資訊採擷支援建築設計協同作業之合作式設計決策研究 2000 ~ 2000國科會
    智慧型網際網路寬頻社區多媒體資訊伺服系統之研發(1) 1999 ~ 2000國科會
    模糊積分器之混合模式探討 1998 ~ 1999國科會


    計畫名稱 起迄日期 補助單位
    農業統計行銷資訊網2014 ~ 2014行政院農業委員會
    於行動裝置開發一個焦慮情緒早期偵測系統2014 ~ 2014台達電子股份有限公司
    建立一個世界級之巨量生醫資料(Big Biodata)合作研究平台2014 ~ 2014教育部
    教育部南部雲端資料中心建置計畫2013 ~ 2014教育部
    生物危害物質之公共衛生風險評估與風險管理研究2005 ~ 2006衛生署疾管局
    全球學術研究網路-網路安全、不當資訊防制及商業機制規劃服務 2002 ~ 2002國家高速電腦中心
    台灣學術網路上不當資訊之智慧型搜尋與過濾機制 2001 ~ 2002教育部
    台灣學術網路上不當資訊之過濾與防制研究 2001 ~ 2002教育部



    • 博士班:
    • 碩士班


    • 張恆修, 榮獲2000年龍騰論文獎
    • 郝沛毅, 榮獲中華民國第六屆人工智慧與應用研討會(TAAI2001) 最佳論文獎
    • 郝沛毅,榮獲2003年龍騰論文獎
    • 2012 中華電信創新應用大賽-行動應用校園組, 急救指導, 冠軍
    • 2012 華義創新軟體競賽-行動應用校園組, I-HOME, 佳作前三名
    • 2011 中華電信創新應用大賽-行動應用校園組, Let's Point!, 第三名
    • 2011 Mobileheros通訊大賽-Android使用者介面設計競賽, 勇闖烏迪島, 企業特別獎
    • 2011 中華電信應用軟體大賽-行動應用遊戲校園組, 享瘦大富翁, 佳作
    • 2011 中華電信應用軟體大賽-行動應用遊戲校園組, 食材達人, 佳作
    • 2010 Mobileheros通訊大賽-Android使用者介面設計競賽, O~Sport, 校園菁英獎
    • 2010 中華電信應用軟體大賽-行動應用組校園組, 我願意餵你, 佳作
    • 2013 BioCreative IV-Track 4- GO Task, 競賽成果卓越,受邀至美國發表成果並刊於論文集
    • 2015 DREAM Challenge - Prostate Cancer競賽,成果卓越獲得第二名,並受邀至美國參加RECOMB/ISCB會議發表成果(2015年)
    • 2015 DREAM Challenge - ALC Stratification Prize4Life世界競賽,成果卓越,並受邀至美國參加RECOMB/ISCB會議發表成果(2015年)
    • 2015 DREAM ALS Stratification Prize4Life Challenge世界競賽,成果卓越榮獲世界冠軍(2015)


    • 2018 人工智慧 PROJECTANIME 國際研討會(2018)
    • Data Storage, Management & Analytics User Conference│Accelerate 2018(2018)
    • 2017微軟世界資料中心高峰研討會(2017)
    • 2017 MathWorks亞洲研究高峰會(2017)
    • 第七屆歐盟生醫電子大會(2017)
    • 2016 Advanced Cloud Technology and Data Center Symposium(2016)
    • International Conference on Genome Informatics (GIW 2014)(2014)
    • The Design Conference for People Who Make Websites 2014(2014)
    • The IEEE World Congress on Computational Intelligence (IEEE WCCI 2014)(2014)
    • The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD 2014)(2014)
    • International Conference on Electrical Engineering and Computer Sciences (EECS 2013)(2013)
    • International Conference on Genome Informatics (GIW 2013)(2013)
    • IEEE Congress on Evolutionary Computation (IEEE CEC 2013)(2013)
    • International Conference on Genome Informatics (GIW 2012)(2012)
    • 2010Systems Biology and Bioinformatics Symposium(2010)
    • Int’l Conference on Fuzzy Systems, PC member (2003)
    • The ninth Bellman Continuum International Workshop on Uncertain Systems and Soft Computing, PC member (2002)
    • 「1999 Int’l Conference on Fuzzy Systems (IFSA'99)」Financial Co-chair(1999)
    • IEEE Int’l Conference on Tools with Artificial Intelligence, PC member (1998)