研究室
管(CM) 4083

連絡電話
07-5252000 #4737

電子信箱
ykang@mis.nsysu.edu.tw

個人網站
http://ykang.mis.nsysu.edu.tw

研究領域
1.Temporal Data Mining
2.Enterprise Data Management
3.Scalable Data Analytics
4.Health Informatics
5.Business Process Mining

學歷

  • 美國匹茲堡大學資訊科學博士
  • 美國匹茲堡大學資訊科學碩士
  • 國立雲林科技大學資訊管理學士

經歷

  • 國立中山大學資訊管理學系助理教授, 2015 - present
  • 美國匹茲堡大學健康政策與管理部門, Senior Data Analyst, 2014 - 2015
  • 美國匹茲堡大學醫學中心, Senior Programmer, 2009 - 2014

學術榮耀

  • 逸仙新進管理學者獎, 中山大學管理學院, 2016
  • Recognition of Services, University of Pittsburgh School of Medicine, 2014
  • SAS Certified Statistical Business Analyst, 2013
  • Microsoft Certified Technology Specialist, 2009
  • SAS Certified Base Programmer, 2007
  • Sun Certified Programmer for the Java 2, 2004
  • Linux Professional Institute Certification, 2003

期刊論文

  1. C. T Thorpe, N. R. Fowler, K. Harrigan, X. Zhao, Y. Kang, J. T. Hanlon, W. F Gellad, L. J. Schleiden, J. M Thorpe, Racial and Ethnic Differences in Initiation and Discontinuation of Antidementia Drugs by Medicare Beneficiaries, Journal of the American Geriatrics Society, 2016
  2. SM Altawalbeh, CT Thorpe, JC Zgibor, S Kane‐Gill, Y Kang, JM Thorpe, Antileukotriene Agents Versus Long‐Acting Beta‐Agonists in Older Adults with Persistent Asthma: A Comparison of Add‐On Therapies, Journal of the American Geriatrics Society, 2016
  3. H. Degenholtz, M. Park, Y. Kang, P. Nadash, Variations Among Medicare Beneficiaries Living in Different Settings: Demographics, Health Status, and Service Use., Research on aging, 2015
  4. Y. Kang, V. Zadorozhny, Process Monitoring using Maximum Sequence Divergence, Knowledge and Information Systems (KAIS), Vol.48, 2015, pp.81-109
  5. H. Degenholtz, Y. Kang, S. Hardy, Chronic Disease and Disability: Primary Care Can Moderate Decline in Physical Function Over Time, Gerontologist, No.53, 2013
  6. H. Degenholtz, S. Hardy, P. Nadash, Y. Kang, Use and Cost of Health Care Services for Medicare Beneficiaries in Different Types of Housing, Gerontologist, No.53, 2013
  7. H. Degenholtz, S. Hardy, Y. Kang, Chronic Disease and Disability: Longitudinal Analysis of MCBS Data, Gerontologist, No.52, 2012
  8. S. Hardy, Y. Kang, S. Studenski, H. Degenholtz, Ability to walk 1/4 mile predicts subsequent disability, mortality, and health care costs, Journal of General Internal Medicine, No.2, 2011

研討會論文

  1. I-Ling Cheng, Sie Wai Chew, Yihaung Kang, Weilun Chang, Nian-Shing Chen, Exploring the Difference in Brain Activities under Three Distinct Tasks: Listening to Music, Gaming, and Learning, 2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT), Austin, Texas, USA , 2016
  2. Y. Kang, V. Zadorozhny, Process Discovery using Classification Tree Hidden Semi-Markov Model, 2016 IEEE International Conference on Information Reuse and Integration (IRI-DIM), 2016, pp. 361–368, Pittsburgh, PA, 2016

國科會計畫

  1. 基於稀疏限制非負矩陣分解法的新興主題發現
    -計劃編號106-2410-H-110 -014 , 主持人, 2017-8-1-2018-7-31
  2. 基於分散式整合樹概率模型的巨量資料流程發現, 主持人, 2016-8-1-2017-7-31
  3. 勞工薪資之趨勢研究: 巨量資料應用分析, 共同主持人, 2016-6-1-2017-5-31
  4. 基於樹狀概率模型的流程發現—以醫療保健資料為例
    -計劃編號104-2410-H-110-090, 主持人, 2015-9-1-2016-8-31

其他委託計畫

  1. 以樹狀半馬可夫模型偵測藥物交互作用與心血管風險之相關性
    -國立中山大學與高雄醫學大學合作研究計畫委托, 共同主持人, 2017-1-1-2017-12-31
  2. 以資料探勘技術探索藥物交互作用引起急性腎損傷之風險
    -國立中山大學與高雄醫學大學合作研究計畫委托, 共同主持人, 2016-1-2-2016-12-31

資管系課程

學年度課程名稱學分
104企業流程專案(二)3
程式設計3
程式設計實習3
企業流程專案(一)3
103程式設計3
程式設計實習1
企業流程專案(一)3

資管碩課程

學年度課程名稱學分
104巨量資料分析導論3
巨量資料分析實務3

資管碩專課程

學年度課程名稱學分
104書報討論(一)(合授)3
巨量資料分析導論(併)3
巨量資料分析實務(併)3