基本資訊
聯絡信箱 | hsumf0222@nuu.edu.tw
聯絡電話 | 037-381611
研究空間 | C1-419
學 歷 | 國立暨南國際大學國際企業學系博士
研究專長 | 會計學、智慧型運算法、商業智慧與資料探勘、財務會計
期刊論文：
| 112 | Sin-Jin Lin, Te-Min Chang; Ming-Fu Hsu* (2023). Valuing and Risk Analysis for Supply Chain Management: A Fusion Approach. Journal of Global Information Management, 31(1), 1-25. (SSCI) |
| 112 | Fu-Hsiang Chen; Kuang-Hua Hu; Sin-Jin Lin*; Ming-Fu Hsu (2023), A Decision Framework for Assessing and Improving the Barriers of Blockchain Technology Adoption. Journal of Global Information Management, 31(7), 1-34. (SSCI) |
| 112 | Kuang-Hua Hu; Fu-Hsiang Chen*; Ming-Fu Hsu; Gwo-Hshiung Tzeng (2023), Governance of artificial intelligence applications in a business audit via a fusion fuzzy multiple rule-based decision-making model. Financial Innovation 9, 117. (SSCI) |
| 111 | MF Hsu*, C Chang, J Zeng. (2022). Automated text mining process for corporate risk analysis and management. Risk Management, 24, 386–419. (SSCI) |
| 111 | TM Chang, SJ Lin, MF Hsu*, ML Yang (2022). Incorporating soft information from financial news media for management decisions in dynamic business environments, Journal of Intelligent & Fuzzy Systems 43 (4), 4947-4960 (SCI) |
| 111 | FH Chen, MF Hsu*, KH Hu (2022). Enterprise’s internal control for knowledge discovery in a big data environment by an integrated hybrid model. Information Technology and Management 23, 213–231 (2022). (SSCI) |
| 111 | MF Hsu*, YS Hsin, FJ Shiue (2022). Business analytics for corporate risk management and performance improvement. Annals of Operations Research 315, 629–669 (2022). (SCI) |
| 110 | K.-H. Hu, F.-H. Chen, Ming-Fu Hsu, G.-H. Tzeng (2021, Apr). Identifying key factors for adopting artificial intelligence-enabled auditing techniques by joint utilization of fuzzy-rough set theory and MRDM technique. Technological and Economic Development of Economy, 27(2), 459-492. (SSCI, 98/373, ECONOMICS). MOST 108-2410-H-034-056-MY2. |
| 110 | K.-H. Hu, F.-H. Chen, Ming-Fu Hsu, G.-H. Tzeng (2021, Mar). Construction of an AI-driven Risk Management Framework for Financial Service Firms Using the MRDM Approach. International Journal of Information Technology & Decision Making. (Accepted). (SCIE, 77/137, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). |
| 110 | K.-H. Hu, Ming-Fu Hsu, F.-H. Chen, M.-Z. Liu (2021, Feb). Identifying the key factors of subsidiary supervision and management using an innovative hybrid architecture in a big data environment. Financial Innovation, 7, 10. (SSCI, 14/109, BUSINESS, FINANCE). MOST 108-2410-H-034-056-MY2. |
| 109 | K.-H. Hu, S.-J. Lin, Ming-Fu Hsu, F.-H. Chen (2020, Oct). A dynamic etworkbased decision architecture for performance evaluation and improvement. Journal of Intelligent & Fuzzy Systems, 39(3), 4299-4311. (SCIE, 80/137, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). MOST 108-2410-H- 034-056-MY2. |
| 108 | Ming-Fu Hsu, T.-M. Chang, S.-J. Lin (2019, Nov). News- ased soft information as a corporate competitive advantage. Technological and conomic Development of Economy, 26(1), 48-70. (SSCI, 98/373, ECONOMICS). MOST 108-2410-H- 034-056-MY2. 本人為第一作者. |
| 108 | S.-J. Lin, T.-M. Chang, Ming-Fu Hsu* (2019, Sep). An emerging online business decision making architecture in a dynamic economic environment. Journal of Intelligent & Fuzzy Systems, 37(2), 1893-1903. (SCIE, 80/137, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). MOST 106-2410-H-034-046- Y2. 本人為通訊作者. |
| 108 | Ming-Fu Hsu* (2019, Apr). A Fusion Mechanism for Management Decision and Risk Analysis. Cybernetics and Systems, 50(6), 497-515. (SCIE, 16/22, COMPUTER SCIENCE, CYBERNETICS). MOST 108-2410-H-034-056-MY2. 本人為第一作者、通訊作者. |
| 108 | Ming-Fu Hsu* (2019, Mar). Integrated multiple-attribute decision making and kernel-based mechanism for risk analysis and evaluation. Journal of Intelligent & Fuzzy Systems, 36, 2895-2905. (SCIE, 80/137, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). MOST 106-2410-H-034-046-MY2. 本人為第 一作者、通訊作者. |
| 107 | Ming-Fu Hsu*, C.-C. Yeh, S.-J. Lin (2018, Jul). Integrating dynamic Malmquist DEA and social network computing for advanced management decisions. Journal of Intelligent & Fuzzy Systems, 35(1), 231-241. (SCIE, 83/134, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). MOST 106-2014-H- 034-046-MY2. 本人為第一作者、通訊作者 |
| 107 | S.-J. Lin, Ming-Fu Hsu* (2018, Jun). Decision making by extracting soft information from CSR news report. Technological and Economic Development of Economy, 24(4), 1344-1361. (SSCI, 18/363, ECONOMICS). MOST 106- 2410-H-034-046-MY2. 本人為通訊作者 |
| 107 | Ming-Fu Hsu*, C.-I. Huang (2018, Apr). Decision Support System for Management Decision in High-Risk Business Environment. Journal of Testing and Evaluation, 46(5), 2240-2250. (SCIE, 25/33, MATERIAL SCIENCE, CHARACTERIZATION & TESTING). 本人為第一作者、通訊作者. |
| 107 | T.-M. Chang, Ming-Fu, Hsu* (2018, Mar). Integration of incremental ilterwrapper selection strategy with artificial intelligence for enterprise risk management. International Journal of Machine Learning and Cybernetics, 9, 477–489. (SCIE, 31/134, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE). 本人為通訊作者. |
| 107 | T.-M., Chang, Ming-Fu Hsu*, S.-J. Lin (2018, Jan). Integrated news mining technique and AI-based mechanism for corporate performance forecasting. Information Sciences, 424, 273-286. (SCIE, 9/155, COMPUTER SCIENCE, INFORMATION SYSTEMS). MOST 106-2410-H-034-046-MY2. 本人為通訊 作者. |
| 106 | S.-J. Lin, Ming-Fu Hsu* (2017, Nov). Incorporated risk metrics and hybrid AI techniques for risk management. Neural Computing and Applications, 28, 3477– 3489. (SCIE, 15/132, COMPUTER SCIENCE, ARTIFICIAL NTELLIGENCE). 本人為通訊作者. |
| 105 | T.-M. Chang, C.-H. Shih, Ming-Fu Hsu* (2016, Jul). Hybrid Segmentation Strategy and Multi-Agent SVMs for Corporate Risk Management in Class Imbalanced Situations. Journal of Testing and Evaluation, 44(3), 1364-1375. (SCIE, 25/33, MATERIALS SCIENCE, CHARACTERIZATION & ESTING ).本人為通訊作者. |
研討會論文：
| 113 | 劉唯方、徐銘甫，情境相依之資料萃取於企業風險管理與預測，2024第十五屆前瞻管理學術與産業趨勢研討會，最佳論文獎 |
| 113 | 賴婉婷、徐銘甫，新聞基礎之動態網絡於企業營運績效之分析與預測，2024第十五屆前瞻管理學術與産業趨勢研討會 |
| 112 | Hsiao-Chen Tai; Shu-Yu Chen; Yi-Chou Huang; Hao-Hsuan Lai; Ruei-Lin Huang; Ming-Fu Hsu (2023), Eco-efficiency consideration for investment portfolio determination via an advanced decision architecture. The Second Australian Conference on Industrial Engineering and Operations Management |
| 112 | Hsin-Hui Hung; Wen-Ling Chen; Yu-Shan Lin; Chu-Ning Liu; Ming-Fu Hsu (2023), Integration of ESG and Financial Descriptors for Investment Portfolio Selection, the 6th IEOM European Conference on Industrial Engineering and Operations Management |
| 112 | Te-Min Chang; Sin-Jin Lin; Ming-Fu Hsu (2023), An Integrated Data Transformation, Cluster Determination and Data Envelopment Analysis for Advanced Decision Making, IEEE ICASI 2023 |
| 112 | Mushang Lee; Guo-Hsin Hu; Sin-Jin Lin; Ming-Fu Hsu (2023), Integration of Gaussian Process Latent Variable Model in Data Envelopment Analysis for Advanced Decision-Making Process, IEEE ICASI 2023 |
| 111 | WT Lai, YP Huang, PR Chen, SY Chen, MF Hsu* (2022), A novel semantic brand measure via social media mining and data envelopment analysis, 4th IEEE Eurasia Conference on IoT, Communication and Engineering 2022 (IEEE ECICE 2022), Yunlin, Taiwan |
| 111 | 胡國信、陳富祥、林欣瑾、徐銘甫 (2022)，永續評估架構下之決策分析，2022中國工業工程學會年會暨學術研討會 |
| 111 | 劉唯方、吳亭誼、黃明維、劉均緯、徐銘甫 (2022)，供應鏈之風險分析與評測—文字分析模型之觀點，2022中國工業工程學會年會暨學術研討會 |
| 111 | TM Chang, C Chang, MF Hsu* (2022), Textual-based risk signals for management decision and analysis, 2nd IEEE International Conference on Electronic Communications, Internet of Things and Big Data Conference 2022 (IEEE ICEIB 2022), Hsinchu, Taiwan |
| 111 | SJ Lin, TM Chang, MF Hsu (2022), An advanced decision support architecture by joint utilization of contextual topic modelling and data envelopment analysis, IEEE 2022 International Conference on Applied System Innovation (IEEE ICASI 2022), Nantou, Taiwan |
| 110 | Ming-Fu Hsu, J.-H. Zeng (2021), The role of fintech on the finance-growth nexus: A global analysis (第二届海峡两岸新时代会计审计学术论坛) |
| 110 | P.-H. Hoang, S.-J. Lin, Ming-Fu Hsu* (2021), An integration approach of multi-structure DEA and random vector functional link neural network in benchmarking modelling and forecasting (IEOM 2021) |
| 110 | F.-H. Chen, T.-M. Chang, H.-L. Huang, S.-J. Lin*, Ming-Fu Hsu, Y.-L. Huang (2021) Incorporated Fuzzy Robust Principal Component Analysis with Context-Dependent Data Envelopment Analysis for an Advanced Decision Making Process (IEOM 2O21) |
| 108 | P. Chou, P. J. Chou, Ming-Fu Hsu*, T.-M. Chang, F.-H. Chen, S.-J. Lin (2019, Oct). Integrated Annual Report Readability and Dominance-based Rough Set Theory to Forecast Corporate's Operating Performance. 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), Osaka, Japan. MOST 108-2410- H-034-056-MY2. 本人為通訊作者. |
| 108 | K.-P. Lin,T.-M. Chang, Ming-Fu Hsu, S.-J. Lin, William S. Chao (2019, Aug). A Structure-Behavior Coalescence Method for Integrating SysML Internal Block Diagram with Activity Diagram. 2019 IEEE 10th Control and System Graduate Research Colloquium (ICSGRC), Shah Alam, Malaysia. MOST 108-2410-H- 034-056-MY2. |
| 108 | T.-M. Chang, C.-H. Lin, Ming-Fu Hsu, H.-Y. Kao, S.-J. Lin (2019, Jun). Intelligent Healthcare Website Design with Keyword Cues to Facilitate Online Health Information Search. The KES International Conference on Innovation in Medicine and Healthcare (KES-InMed-19) (7th International KES Conference), Malta. |
| 108 | T.-M. Chang, F.-H. Chen, S.-J. Lin, Ming-Fu Hsu* (2019, Jun). Integrated Multiple DEA Specifications and Visualization Technique for Advanced Management Analysis and Decision. 2019 20th IEEE International Conference on Mobile Data Management (MDM), Hong Kong, China. MOST 106-2410-H- 034-046-MY2. 本人為通訊作者. |
| 107 | F.-H. Chen, T.-M. Chang, S.-J. Lin, Ming-Fu Hsu* (2018, Oct). The Impact of CSR's Multi-dimensions on Performance Assessment: A Joint Utilization of Latent Topic Modelling and Support Vector Machine. 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan. MOST 106-2410-H-034-046-MY2. 本人為通訊作者. |
| 106 | T.-M. Chang, G.-H. Hu, Ming-Fu Hsu*, K.-P. Lin (2017, Jul). Integration of Social Media News Mining and Text Mining Techniques to Determine a Corporate’s Competitive Edge. 21st Pacific Asia Conference on Information Systems (PACIS 2017), Langkawi, Malaysia. MOST 106-2914-I-034-008-A1. 本人為通訊作者. |
| 105 | T.-M. Chang, Ming-Fu Hsu*, G.-H. Hu, K.-P. Lin (2016, Oct). Salient corporate performance forecasting based on financial and textual information. 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary. 本人為通訊作者. |
國科會計劃：
| 111/08/01-113/07/31 | 主持人 | 語意智慧創新能力與股價崩盤風險--整合主題分析與基於變換器的雙向編碼器呈現技術 |
| 110/08/01～111/07/31 | 主持人 | 巨量資料/新興科技環境下之動態企業風險查核與治理架構--多元人工智慧技術之採用 |
| 108/08/01～110/07/31 | 主持人 | 巨量資料環境下之動態財務報表舞弊偵測模型--整合文字/社群媒體探勘、動態網絡架構之資料包絡分析法、混合式人工智慧技術與多目標決策分析 |
| 106/07/01～108/06/30 | 主持人 | 企業社會責任報告書之多構面利害關係人觀點對企業經營績效預測模型之影響—彙整潛在主題分析模型、多目標決策分析與人工智慧技術 |
國科會大專生研究計畫：
| 112/07/01~113/02/29 | ESG與多重財務訊號雙重考量下之最佳投資標的評測架構-社會網絡基礎之資料包絡分析法的應用(黃奕洲) |
| 111/07/01~112/02/28 | 自動化文字處理技術於風險報告之萃取與分析(劉唯方) |
| 110/07/01~111/02/28 | 風險語意變數於企業融資限制模型之建構與分析(達娜) |
產學合作計畫：
| 111/11/01～112/07/31 | 企業永續競爭力之分析與探討/高有資訊有限公司 |
學生專題與論文指導：
| 112 | 碩士論文 | 新聞基礎之動態網絡於企業營運績效之分析與預測 | 賴婉婷 |
| 112 | 碩士論文 | 情境相依之資料萃取於企業風險管理與預測 | 劉唯方 |
| 112 | 學士專題 | Integration of ESG and Financial Descriptors for Investment Portfolio Selection | 林妤珊、洪欣慧、劉筑寧、陳妏菱 |
| 112 | 學士專題 | Eco-efficiency consideration for investment portfolio determination via an advanced decision architecture | 戴筱宸、陳書鈺、黃奕洲、賴顥軒、黃睿霖 |
| 111 | 學士專題 | 動態語意品牌價值與企業績效之關聯性研究 | 賴婉婷、陳品如、陳思穎、黃語霈 |
| 111 | 學士專題 | 供應鏈之風險分析與評測-文字分析模型之觀點 | 黃明維、吳亭誼、劉唯方、劉均緯 |