學歷﹕

1. 美國亞歷桑那大學(University of Arizona)訪問學者(2011~2012)
2. 國立成功大學資訊管理研究所博士(2006~2013)
3. 國立成功大學資訊管理研究所碩士(2003~2005)
4. 中央警察大學資訊管理學系學士(1997~2001)

經歷﹕

1. 中央警察大學刑事警察學系副教授(2024.2~迄今)
2. 中央警察大學刑事警察學系助理教授(2018~2024.2)
3. 中央警察大學電子計算機中心技正(2017~2018)
4. 彰化縣警察局資訊科科長(2014~2017)
5. 內政部警政署資訊室技士、警務正(2010~2014)
6. 屏東縣政府警察局巡官、警務員(2001~2010)

研究領域﹕

犯罪資料探勘、社群網路分析、科技犯罪偵查

學術著作﹕

期刊﹕

1. Weng, Zi-Cheng, and Fu-Ching Tsai. "A Systematic Literature Review of Law Enforcement Image Recognition Methods based on Generative Adversarial Networks Framework." Procedia Computer Science 207 (2022): 3635-3644. (EI)
2. Chang, Hao-Tien, and Fu-Ching Tsai. "A Systematic Review of Internet Public Opinion Manipulation." Procedia Computer Science 207 (2022): 3159-3166. (EI)
3. Lin, Chang-Yi, Hsiang-Kai Liao, and Fu-Ching Tsai. "A systematic review of detecting illicit bitcoin transactions." Procedia Computer Science 207 (2022): 3217-3225. (EI)
4. Fu-Ching Tsai (2021, Sep). The Application of Blockchain of Custody in Criminal Investigation. Procedia Computer Science, 192, 2779-2788. MOST 109-2410-H-015-007. (EI)
5. Po-Yu Jung, Fu-Ching Tsai (2020, Sep). An AutoTriage B-CoC model in digital forensic investigation. Procedia Computer Science. MOST 108-2410-H-015-001. (EI)
6. Da-Yu Kao, Min-Ching Chen, Wen-Ying Wu, Jsen-Shung Lin, Chien-Hung Chen, Fu-Ching Tsai (2019, Jan). Drone Forensic Investigation: DJI Spark Drone as A Case Study. Procedia Computer Science, 159,1890-1899. MOST 107-2221-E-015-002. (EI)
7. Fu-Ching Tsai, Ming-Chun Hsu, Chien-Ta Chen, Da-Yu Kao (2019, Jan). Exploring drug-related crimes with social network analysis. Procedia Computer Science, 159,1907-1917. MOST 107-2221-E-015-002. (EI)
8. Fu-Ching Tsai (2021, Sep). The Application of Blockchain of Custody in Criminal Investigation. Procedia Computer Science, 192, 2779-2788. MOST 109-2410-H-015-007. (EI)
9. Li, S. T. and Tsai, F. C., A Fuzzy Conceptualization Model for Text Mining and its Application in Opinion Polarity Classification, Knowledge-Based Systems(SCI), Vol. 39, Feb. 2013, pp. 23–33.
10. Li, S. T., and Tsai, F. C., Constructing tree-based knowledge structures from text corpus, Applied Intelligence(SCI) , Vol. 33, No. 1, Aug. 2010, pp. 67 – 78.
11. Li, S. T., Kuo, S. C., and Tsai, F. C., An intelligent decision-support model using FSOM and rule extraction for crime prevention, Expert Systems with Applications(SCI), Vol. 37, No. 10, Oct. 2010, pp. 7108-7119.
12. Li, S. T., Tsai, F. C., Concept-guided query expansion for knowledge management with semi-automatic knowledge capturing, The Journal of Computer Information Systems(SCI), Summer 2009, Vol. 49, No. 4, pp. 53-65.
13. 郭淑靜、蔡馥璟、王宏仁、陳志全， 模糊自我組織映射神經網路應用於警力規劃，致遠管理學刊(2006)，vol(2)，pp.29~38。
14. 蔡馥璟，高大宇（2018年12月）。基於警政應用與大數據之辨識移動式車牌研究。警學叢刊，49(3), 81-96。
15. 高大宇，蔡馥璟 。（2018年12月）。物聯網分散式阻斷服務攻擊的調查策略。執法新知論衡，14(2), 45-64。

研討會

1. Shan-Wen CHEN, Kuan-Po LIU, Fu-Ching Tsai  (2020, Dec). The Visualized Analysis of Bitcoin Change Wallets in the Coin Flow Network. 2021 23nd International Conference on Advanced Communication Technology (ICACT), 韓國. MOST 109-2410-H-015-007.
2. Da-Yu Kao, Fang-Yu Lu, Fu-Ching Tsai  (2020, Feb). Tool Mark Identification of Skype Traffic. 2020 22nd International Conference on Advanced Communication Technology (ICACT), Korea.
3. Da-Yu Kao, Ting-Chi Wang, Fu-Ching Tsai (2020, Feb). Forensic Artifacts of Network Traffic on WeChat Calls. 2020 22nd International Conference on Advanced Communication Technology (ICACT), Korea. 
4. Da-Yu Kao, Yun-Ya Chen, Fu-Ching Tsai (2020, Feb). Hacking Tool Identification in Penetration Testing . 2020 22nd International Conference on Advanced Communication Technology (ICACT), Korea. 
5. Fu-Ching Tsai, Ming-Chun Hsu, Da-Yu Kao (2020, Feb). Exponential Random Graph Modeling of Co-Offender Drug Crimes. 2020 22nd International Conference on Advanced Communication Technology (ICACT), Korea. MOST 108-2410-H-015-001. 
6. Da-Yu Kao, Ni-Chen Wu, Fu-Ching Tsai  (2019, Jan). The Governance of Digital Forensic Investigation in Law Enforcement Agencies. 2019 21st International Conference on Advanced Communication Technology (ICACT), Korea. MOST 107-2221-E-015-002.
7. Da-Yu Kao, Yi-Ting Chao, Fu-Ching Tsai, Chia-Yang Huang (2018, Nov). Digital Evidence Analytics Applied in Cybercrime Investigations. 2018 IEEE Conference on Application, Information and Network Security (AINS), Langkawi, Malaysia.
8. 蔡馥璟、許銘峻、張國哲、高大宇，應用社會網路分析在毒品犯罪資料分類之研究，2018年第21屆資訊管理學術暨警政資訊實務研討會，pp.21-28。
9. Tsai F. C., Chang E. C., Kao D. Y., WhatsApp Network Forensics: Discovering the Communication Payloads behind Cybercriminals, International Conference on Advanced Communication Technology (ICACT 2018), Korea. 
10. Kao D. Y., Wang Y. S., Tsai F. C., Chen C. H.,Forensic analysis of network packets from penetration test toolkits,  International Conference on Advanced Communication Technology (ICACT 2018), Korea. 
11. 高大宇、蔡馥璟，利用巨量資料對抗網路犯罪之研究：以物聯網殭屍DDoS攻擊為例，第12屆海峽兩岸暨香港、澳門警學研討會論文集，2017。
12. 蔡馥璟，運用星期制導向於交通事故知識發現之研究，2017年第20屆資訊管理學術暨警政資訊實務研討會，pp.9-16。
13. Li, S. T., and Tsai, F. C., Noise Control in Document Classification Based On Fuzzy Formal Concept Analysis, The 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)(EI), June 27-30, 2011, Taipei, Taiwan, pp. 2583-2588, ISBN: 978-1-4244-7315-1.
14. Tsai, F. C., The Structural Impact of Concept Map in Knowledge Management Activities, Proceedings of the Fourteenth Pacific-Asia Conference on Information Systems (PACIS 2010) Doctoral Consortium , July 8-9, 2010, National Taiwan University, Taipei, Taiwan.
15. Tsai, F. C., Cheng, Y. C., Li, S. T., and Chen, C. Y., Heuristic-Based Approach for Constructing Hierarchical Knowledge Structures, The Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2009(EI), June 24-27, 2009 Tainan, Taiwan, pp. 439-448, ISBN:978-3-642-02568-6.
16. Li, S. T., Tsai, F. C., Huang, H. W., Knowledge Management System with Semi-Automatically Knowledge Capturing, International Conference on Business and Information July 11-13, 2007, Tokyo, Japan.
17. Li, S. T., Tsai, F. C., Kuo, S. C. and Cheng, Y. C., “A Knowledge Discovery Approach to Supporting Crime Prevention”, Proceedings of Joint Conference on Information Sciences 2006, Kaohsiung City, Taiwan.
18. Tsai, F. C., Kuo, S. C., and Li, S. T., “Crime Trend Discovery using Fuzzy SOM Networks,” The 11th Asia Pacific Management Conference APMC-2005, Nov 18 - 20, 2005, Tainan, Taiwan.
19. 蔡馥璟、林敬貿、李昇暾，粗略集合理論應用於警力資源規劃之探討，第十屆資訊管理暨實務研討會(CSIM 2004)，93年12月18日，台中技術學院。

主持專題研究計畫