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職稱 副教授
姓名 林欣瑾Sin-Jin Lin
研究室 大恩館940
電話 28610511#35537
研究領域 財務會計、決策分析、商業智慧與資料探勘
課程 會計學原理、會計資訊系統





  • Sin-Jin Lin, T.F. Chen, (2015), Multi-agent architecture for corporate operating performance assessment. Neural Processing Letters. (SCI, IF=1.448) Accepted. DOI: 10.1007/s11063-014-9405-2. (First author and Corresponding author)
  • C. M. Kang, Sin-Jin Lin, L. Lin, (2016), The hybrid artificial intelligence model for analyzing the default risk of non-profit financial intermediation. Journal of Testing and Evaluation, 44(5). (SCI, IF=0.379) (Corresponding author)
  • Y.S. Hsu, Sin-Jin Lin, An emerging hybrid mechanism for information disclosure forecasting. International Journal of Machine Learning and Cybernetics (2016), DOI: 10.1007/s13042-014-0295-4. (SCIE) (Corresponding author).
  • M. Lee, Sin-Jin Lin, M.F. Hsu, (2014), Decision making by a novel ensemble mechanism. Journal of International Business Studies (多國籍企業管理評論). 8(2), 151-180. (Corresponding Author)
  • Sin-Jin Lin, C.S. Wang, M.F. Hsu, (2014), Selection of multiple combination strategies for risk assessment. Cybernetics and Systems: An International Journal, 45(8), 622-634. (SCI, IF=0.507). (First Author) (Leading article).
  • Sin-Jin Lin, M.F. Hsu, (2014), Enhanced risk management by an emerging multi-agent architecture. Connection Science, 26(3), 245-259. (SCI, IF=0.769). (First author).
  • Sin-Jin Lin, C. Chang, M.F. Hsu, (2013), Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction. Knowledge-Based Systems, 39, 214-223. (SCI, IF=3.058) (First author and Corresponding author)
  • W. H. Tsai, Sin-Jin Lin, Y. F. Lee, Y. C. Chang, and J. L. Hsu, (2013), Construction method selection for green building project to improve environmental sustainability by using an MCDM approach, Journal of Environmental Planning and Management, 56(10), 1487-1510. (SSCI)
  • W. H. Tsai, Sin-Jin Lin, J. Y. Liu, W. R. Lin, K. C. Lee, (2011), Incorporating life cycle assessments into building project decision-making: an energy consumption and CO2 emission perspective, Energy, 36(5), 3022-3029. (SCI)


  • Y.S. Hsu, Sin-Jin Lin, M.F. Hsu, (2015)Incorporating manifold learning with data envelopment analysis for corporate efficiency forecasting , SIBR-RDINRRU 2015 OSAKA Conference on Interdisciplinary Business & Economics Research」,Osaka, Japan, 2-3 July.
  • 李慕萱, 林欣瑾, 林哲宇, (2014),整體學習架構之支援向量機於公司績效預測,「2014年國際ERP學術及實務研討會」,台南,南台科技大學, 2014329日。
  • 林欣瑾, 鄞子豪, (2014), Financial statement fraud detection by multi-agent decision tree mechanism, 2014會計學術研討會」,雲林,國立雲林科技大學,201459日。
  • Sin-Jin Lin*, C.Y. Hsu, (2014), Effective performance assessment by a fusion architecture,2014 International Conference on Accounting and Information Technology (2014 ICAIT) and 2014 Asian Conference on Accounting and Society & Spring School, National Chung Cheng University, Chiayi, Taiwan, 21-23 February.
  • M.S. Lee, Sin-Jin Lin, (2013), Integrating genetic algorithm and rough set theory for credit rating, 2013亞太商學與管理學術研討會 & 2013 Asia Pacific School of Business and Management Symposium, Sapporo, Japan, 26 July, 2013.
  • W. H. Tsai, Sin-Jin Lin, W. R. Lin, K. C. Lee, and Y. C. Chang, (2011), Auditing Quality Improvement under ERP Systems, 7th Asia Pacific Management Accounting Association (APMAA) Conference, Shah Alam, Malaysia, November 17-19, 2011.
  • W .H. Tsai and Sin-Jin Lin, (2011), Assessment of ERP Implementation Risk on Project Success: The Impact of IT Governance, BAI 2011 International Conference on Business and Information, Bangkok, Thailand, July 4-6, 2011.
  • W. H. Tsai, Sin-Jin Lin, J. Y. Liu, K. C. Lee, W. R. Lin, and J. L. Hsu, (2010), Examining the Implementation Risks Affecting Different Aspects of Enterprise Resource Planning Project Success, The 40th International Conference on Computers & Industrial Engineering, Awaji Island, Japan, July 25-28, 2010.
  • W. H. Tsai, Sin-Jin Lin, W. R. Lin, and J. Y. Liu, (2009), The Relationship between Planning & Control Risk and ERP Project Success, Proceedings of the 2009 IEEM International Conference on Industrial Engineering and Engineering Management, Hong Kong, December 8-11, 2009, Page 1835-1839.
  • SIBR-RDINRRU 2015 OSAKA Conference on Interdisciplinary Business & Economics Research, 3 July, 2015, L2: EFFICIENCY & PERFORMANCE (venue: Kujyaku, 2/F), Session ChairSin-Jin Lin (Chinese Culture University)
  • 『風險調整架構下之企業繼續經營分析與預測模型之建構考量混合式人工智慧技術與多角化經營策略』,科技部專題研究計畫MOST 104-2410-H-034-023-MY2,參與工作:計畫主持人,參與期間:民國10481~民國106731日。
  • 『整合網路資料包絡法、流行學習、智慧資本與生命週期理論於動態企業經營績效之預測』,科技部專題研究計畫MOST 103-2410-H-034-029-,參與工作:計畫主持人,參與期間:民國10381~民國104731日。
  • 103年度E化教學優良獎
  • 103學年度全校輔導績優導師
  • 102學年度全校輔導績優導師
  • 101學年度研究論文獎
  • 2013國際ERP學術及實務研討會-研討會論文獎(第二名)

Academic service as Reviewer

  • Knowledge-Based Systems (SCI)
  • Economic Modelling (SSCI)
  • Information Systems Frontiers (SCI)
  • International Journal of Machine Learning and Cybernetics (SCIE)