Research Grants

2026/08/01-2027/07/31, Funded from National Science and Technology Council (Taiwan), Large language model-based analysis of ESG implementation: Ripple effects on competitor market reactions, NT 900,000, (115-2410-H-194 -097), PI.

2025/08/01-2026/10/31, Funded from National Science and Technology Council (Taiwan), Evaluating large language models: An investigation into analyzing the business value of ESG investments, NT 815,000, (114-2410-H-194-076), PI.

2023/08/01-2025/10/31, Funded from National Science and Technology Council (Taiwan), Investigation on the business value of digital transformation with econometric model for abnormal returns, textual analysis, and machine learning, NT 1,635,000, (112-2410-H-194-032-MY2), PI.

2023/01/01-2024/12/31, Funded from National Chung Cheng University, 111學年度傑出研究獎黃正魁老師研究配合款, NT300,000, PI.

2023/02/01-2024/01/31, Funded from National Science and Technology Council (Taiwan), Using machine and deep learning to explore the abuse and dependence of hypnotic drugs in Taiwan, NT 630,000, (112-2410-H-141-001-), Co-PI.

2022/01/01-2022/12/31, Funded from Ministry of Education (Taiwan), 國立中正大學深耕子計畫3-3, NT 685,700, PI.

2021/08/01-2023/07/31, Funded from Ministry of Science and Technology (Taiwan), Investigation on the business value of artificial intelligence with event study methodology and text mining, NT 1,528,000, (110-2410-H-194-045-MY2), PI.

2019/08/01-2021/07/31, Funded from Ministry of Science and Technology (Taiwan), Investigation of the business value on the announcement of big data initiatives and its news mining, NT 1,658,000, (108-2410-H-194-092-MY2), PI.

2018/11/01-2019/10/31, Funded from Ministry of Science and Technology (Taiwan), Seeds and Needs (Industry-university Cooperative Research Project), NT 1,272,000, (107-2745-8-194-001-), Co-PI.

2017/08/01-2019/07/31, Funded from Ministry of Science and Technology (Taiwan), Change discovery model for sequence-based classification patterns, NT 1,582,000, (106-2410-H-194-026-MY2), PI.

2017/08/01-2018/07/31, Funded from Ministry of Science and Technology (Taiwan), Mining Consensus Patterns from Interval-based Temporal and Ranking Sequence Databases, NT 430,000 (106-2410-H-029-018-), Co-PI.

2015/08/01-2017/07/31, Funded from Ministry of Science and Technology (Taiwan), Wisdom of crowds: A recommendation system to furnish interval-based temporal patterns, NT 1,842,000, (104-2410-H-194-088-MY2), PI.

2014/08/01-2016/07/31, Funded from Ministry of Science and Technology (Taiwan), Detecting the change of fuzzy quantitative sequential patterns in dynamic markets, NT 1,388,000, (103-2410-H-194-071-MY2), PI.

2013/08/01-2015/07/31, Funded from Ministry of Science and Technology (Taiwan), A novel group ranking model for revealing sequence and quantity knowledge, NT 1,315,000, (102-2410-H-194-100-MY2), PI.

2012/08/01-2013/07/31, Funded from Ministry of Science and Technology (Taiwan), Discovery of closed consensus temporal patterns in group decision making, NT 627,000, (101-2918-I-194-008), PI.

2011/08/01-2013/07/31, Funded from Ministry of Science and Technology (Taiwan), Knowledge discovery model for mining conjecturable rules to reveal multiple human behaviors, NT 1,227,000, (100-2410-H-194-019-MY2), PI.

2010/08/01-2012/07/31, Funded from Ministry of Science and Technology (Taiwan), Mining the change of customer behavior in fuzzy time-interval sequential patterns, NT 1,315,000, (99-2410-H-194-063-MY2), PI.

2009/08/01-2010/07/31, Funded from Ministry of Science and Technology (Taiwan), Discovery of fuzzy quantitative sequential patterns with multiple minimum supports and multi-types of membership functions, NT 581,000, (98-2410-H-194-027), PI.

2008/08/01-2009/07/31, Funded from Ministry of Science and Technology (Taiwan), An efficient discovering algorithm for mining fuzzy multi-level sequential patterns in sequence databases, NT 393,000, (97-2410-H-194-110), PI.

2007/10/01-2008/07/31, Funded from Ministry of Science and Technology (Taiwan), A novel knowledge discovering model for mining fuzzy multi-level sequential patterns in sequence databases, NT 552,000, (96-2416-H-143-001), PI.