Statistical/Machine learning、Data Mining

Technology-assisted instruction/learning、Information technology integration、Game-based learning(GBL)

Customer relationship management (CRM)、Business intelligence (BI)

Lin, S.-C., Chen, C.-J., and Lee, T. J. (2020). A multi-label classification with hybrid label-based meta learning method in Internet of Things. IEEE Access,‎ 8, 42261-42269.

Lee, T. J., Tseng, S. S., Chen, H. C., Lin, S. C., & Kao, C. H. (2017, October). A Frame-Based Approach to Generating Insider Threat Test Suite on Cloud File-Sharing. In International Symposium on Mobile Internet Security (pp. 151-156). Springer, Singapore.

陳至柔、吳如娟、林松江 (2016)。雲端CRM系統持續使用意圖之實證研究：整合任務-科技適配模式與體制理論，電子商務學報 (Journal of e-Business)，18(1)，103--140。

Lin, S.-C., Lo, C.-Y., Chang, Y.-W., Lai, H.-Y., Hsu, P.-L. (2015). Design a game-based situated learning platform for health promotion and its application. Journal of Medical e-Learning, 1(1), 53--64.

Lin, S.-C., Wang, C., Chang, Y.-c. I. (2014). Challenges of statistical and machine learning on supervised learning with class-imbalanced data. Journal of the Chinese Statistical Association, 52(1), 59--84.

Wu, Z.-Y., Wu, J.-C., Lin, S.-C., Wang, C. (2014). An electronic voting mechanism for fighting bribery and coercion. Journal of Network and Computer Applications, 40, 139--150.

Chen, C.-J. and Lin, S.-C. (2012). The Impact of Information and Communication Technology and Geographic Clustering on Supply Chain Relationship Quality: The Moderating Effect of Product Modularity. Journal of e-Business, 14(1), 1--34.

Lin, S.-C., Chang, Y.-c. I. and Yang, W.-N. (2009). Meta-learning for Imbalanced Data and Classification Ensemble in Binary Classification. Neurocomputing, 73, 484--494.

Chang, Y.-c. I. and Lin, S.-C. (2004). Synergy of Logistic Regression and Support Vector Machine in Multi-class Classification, Lecture Notes in Computer Science, 3177, 132--141.

Chang, Y.-c. I. and Lin, S.-C. (2004). Synergy of Logistic Regression and Support Vector Machine in Multi-class Classification, Lecture Notes in Computer Science, 3177, 132--141.

Lee, T.-J., Lin, S.-C., Chen, L.-J. (2019) Develop a GIS-based Wind Power Assessment System based on Convolution Neural Networks. 2019 International Conference on Intelligent Computing and its Emerging Applications (ICEA2019), Tainan, Taiwan, Aug 30 – Sept 1, 2019.

Lee, M.-H., Lin, S.-C., Peng J.-F., Wang, C. (2019) Utilize clustering and text mining in biomedical literatures on Taiwan National Health Insurance Research Database. 40th Annual Conference of the International Society for Clinical Biostatistics (ISCB40), Leuven, Belgium, Jul 14 - 18, 2019.

Lu, Z.-Y. and Lin, S.-C. (2019) A Preliminary Study of Project-based Learning Teaching Activity for Programming based on Computational Thinking. The Third International Conference on Computational Thinking Education 2019 (CTE2019), Hong Kong, China, June 13-15, 2019.

Chang, Y.-C. and Lin, S.-C. (2019) A Preliminary Study on designing learning activity of mathematics path via computational thinking for the elementary school students with learning disability. The Third International Conference on Computational Thinking Education 2019 (CTE2019), Hong Kong, China, June 13-15, 2019.

Huang, Y.-Y. and Lin, S.-C. (2019) An integration of computational thinking into teaching activity design for learning data analysis and its application. The Third International Conference on Computational Thinking Education 2019 (CTE2019), Hong Kong, China, June 13-15, 2019.

Lin, S.-C., Wang, H-W, Lee, T-J, Chan, H-C (2018) Developing the immersion virtual reality platform based on experiential learning cycle - using fire disaster prevention education as an example. 7th International Congress on Advanced Applied Informatics (LTLE2018), Yonago, Tottori, Japan, July 8-13, 2018.

Wu, H.-C. and Lin, S.-C. (2018) The effect of integrating electronic textbook with inquiry instruction on learning attitude of mathematic. Global Chinese Conference on Computers in Education (GCCCE 2018), Guangzhou, China, May 26-29, 2018.

林松江、甄佑泰、王那、陳毅、陳暄允(2018)，融入學習共同體概念之雲端即時互動學習系統設計與應用研究，ITAOI2018第十七屆離島資訊技術與應用研討會，臺灣：澎湖，2018年5月25-27日。

Lee, T.-J., Tseng, S.-S., Chen, H.-C., Lin, S.-C. and Kao, C.-H. (2017) A Frame-based Approach to Generating Insider Threat Test Suite on Cloud File-sharing. The 2017 International Symposium on Mobile Internet Security (MobiSec 2017), Jeju Island, Republic of Korea, October 20- 21, 2017.

Tseng, S.-S., Lin, S.-C., Lee, T.-J., Mao, C.-H., Qiu, G.-W. and Lin, M.-H. (2017) An Ontology Guiding Assessment Framework for Hacking Competition. International Workshop on Advanced E-Learning 2017 (AEL 2017), Pattaya, Thailand, August 1- 4, 2017.

Wang, H.-W and Lin, S.-C. (2017) Investigate the effect of learning motivation and performance based on experimental learning cycle by using immersive virtual reality device. Global Chinese Conference on Computers in Education (GCCCE 2017), Beijing, China, Jun 3-6, 2017.

Lee, M.-H., Wang, C., Peng J.-F., Lin, S.-C. (2017) Utilize text mining techniques to explore trends of biomedical publications based on Taiwan National Health Insurance Research Database. International Conference on Applied Sciences (2017 ICAS), Hokkaido, Japan, January 19-21, 2017.

Lee, T. J., Lin, S.-C.^*, Kao, C. H., Mao, C. H. (2017) Injecting Insider Attacks for Cloud-based Security Assessment. The 3^rd International Symposium on Social Sciences and Management (2017 ISSSM), Hokkaido, Japan, January 19-21, 2017.

Lin, S.-C.^*, Lu, C. Y., Lin, L. C., Chen, M. S., Chen, Y. S., Dai, J. H., Lu, J. H. (2016) A design of situated game-based learning platform to promote the knowledge of Chinese herbal medicine and its application. International Conference on Education, Psychology, and Social Sciences (2016 ICEPS), Kuala Lumpur, Malaysia, August 3-5, 2016.

林松江、李宗儒、高君豪、毛敬豪 (2016)，雲端服務風險評估與驗證模式設計之研究，第二十二屆資訊管理暨實務研討會，臺灣：臺南，2016年12月10日。

林松江、李宗儒、高君豪、毛敬豪 (2016)，導入行動學習模式於抱墩文化推廣機制之設計與研究，第16屆澎湖研究國際學術研討會，臺灣：澎湖，2016年10月07-09日。

林松江、謝長恩、吳玉婷、鄭至妤、曾苡筑、高詩翔 (2016)，情境式課後輔助英語遊戲學習APP之設計與應用研究，ITAOI2016第15屆離島資訊技術與應用研討會，臺灣：高雄，2016年5月20-21日。

Lin, S.-C.^*, Wang, C., Lo, C.-Y., Chang, Y.-W., Lai, H.-Y., Hsu, P.-L. (2015) Using constructivism as a basic idea to design multi-situated game-based learning platform and its application. 4th International Congress on Advanced Applied Informatics, Okayama, Japan, July 12-16, 2015.

林松江^*、林永清、李宗儒、陳宜豪 (2015)，結合雲端技術之離島特色旅遊互動網站設計--以澎湖地區為例，The 21^st Cross Strait conference on Information Management development and strategy (CSIM2015), Macao, China, August 20-22, 2015。

林永清、林松江 (2015)，大學生維基百科使用滿意度與再使用意願影響因素之研究，The 21^st Cross Strait conference on Information Management development and strategy (CSIM2015), Macao, China, August 20-22, 2015。

林利群、陳明欣、陳逸軒、戴君翰、盧佳嬅、林松江 (2015)，情境式遊戲提升養生概念學習平台之設計與應用，第二屆台灣醫療數位學習學會學術研討會暨第五屆醫療數位學習研討會，臺灣：高雄，2015年10月3日。

林松江^*、李宗儒、陳宜豪、莊淑宇、葉佳陵、林于婷、施宗里 (2015)，利用3D情境模擬技術學習澎湖傳統漁業文化—以抱墩為例，ITAOI2015第十四屆離島資訊技術與應用研討會，臺灣：澎湖，2015年5月22-23日。

Lin, S.-C., Wang, C., Chen, C.-J. (2014). Feature selection and classification algorithm for high dimensional imbalanced data and its application. The 2014 International Conference on Machine Learning and Data Analysis (ICMLDA 2014), Tokyo, Japan, May 29-30, 2014.

Wu, J.-C., Lin, S.-C., Chen, C.-J., Lin, C.-h. (2014). A Game-based Simulation System for ERP Learning. The 2014 International Scientific Conference on Management of Knowledge and Learning (Makelearn 2014). Portorož, Slovenia, June 25-27, 2014.

鄭靜愉、羅俊鈺、林松江 (2014)，互動式水產動物養殖輔助學習平台之建置-以觀賞魚為例，2014 TWELF 第十屆台灣數位學習發展研討會，臺灣：台北市，2014年11月13-14日。

鄭靜愉、羅俊鈺、林松江 (2014)，互動式3D情境輔助水族箱養魚學習平台建置之研究，第二屆海洋觀光暨運動休閒產業國際學術研討會，臺灣：澎湖，2014年5月23-25日。

Lin, S.-C., Wang, C., Wu, Z.-Y., Chung, Y.-F. (2013). Detect rare events via MICE algorithm with optimal threshold. The Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2013), Taichung, Taiwan, July 3-5, 2013.

Wu, Z.-Y. , Lin, S.-C., Chen, T.-L., Wang, C. (2013). A secure RFID authentication scheme for medicine applications. The Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2013), Taichung, Taiwan, July 3-5, 2013.

羅俊鈺、張佑維、賴欣怡、徐珮綸、林松江^* (2013)，建構節能減碳核心素養之輔助學習平台設計，第九屆數位內容國際學術研討會，臺灣：宜蘭，2013年12月19-20日。

林松江、羅俊鈺、張佑維、賴欣怡、徐珮綸 (2013)，利用塔防遊戲輔助學習資訊素養—以網路安全防護為例，第十九屆資訊管理暨實務研討會，臺灣：臺中，2013年12月7日。

林松江、葉宜亭、羅俊鈺、楊雅惠、潘曉蓉 (2013)，Easy Buy-以伴手禮店為例，第十九屆資訊管理暨實務研討會，臺灣：臺中，2013年12月7日。

林松江、羅俊鈺、張佑維、徐珮綸、賴欣怡 (2013)，多樣性情境輔助與建構式學習平台之設計與應用初探，第九屆台灣數位學習發展研討會，臺灣：臺中，2013年11月27-28日。

林松江、張佑維、羅俊鈺、徐珮綸、賴欣怡 (2013)，遊戲式情境輔助健康促進學習平台之設計與應用，第四屆醫療數位學習研討會，臺灣：嘉義，2013年9月28日。

陳至柔、林松江、林敬婷 (2013)，以共同創造觀點探討顧客參與行為－以醫美診所為例，第十屆服務業管理與創新學術研討會，臺灣：澎湖，2013年5月24-25日。

葉宜亭、楊雅惠、羅俊鈺、潘曉蓉、吳鎮宇、林松江 (2013)，門檻式簽章之介紹與其應用，2013 數位科技與創新管理研討會，臺灣：新北市，2013年6月22日。

羅俊鈺、葉宜亭、楊雅惠、潘曉蓉、林松江、吳鎮宇 (2013)，群體簽章之介紹與其應用，2013 數位科技與創新管理研討會，臺灣：新北市，2013年6月22日。

吳如娟、林松江、吳鎮宇、王瑞琪 (2013)，商業情境遊戲式學習平台之建構，2013離島資訊技術與應用研討會，臺灣：金門，2013年5月24-26日。

吳鎮宇、吳如娟、林松江、葉宜亭、羅俊鈺 (2013)，學習式網路探勘系統之建置與應用-以探查中文色情網站為例，2013離島資訊技術與應用研討會，臺灣：金門，2013年5月24-26日。

林松江、吳如娟、鄭惠勻、蔡雅如、陳宥螢、楊雅茜、蔡誌毅 (2013)，遊戲E通--ERP情境遊戲學習平台，2013 國際ERP 學術及實務研討會，臺灣：台北市，2013年1月21日。

Lin, S.-C., Chen, C.-J. (2012). Multilabel classification algorithm via generalized linear mixed model. 2012 International Conference on Computer Science and Software Engineering, Sanya, China, December 29-31, 2012.

林松江、吳如娟、鄭惠勻、蔡雅如、陳宥螢、楊雅茜、蔡誌毅 (2012)，結合遊戲式學習理論之3D情境教學系統—以ERP系統為例，2012 第八屆數位內容國際學術研討會，臺灣：臺南，2012年12月22-23日。

陳至柔、林松江、蔡俊賢 (2012)，內部服務品質、組織承諾、情緒展演與服務行為關聯性之研究-以矯正機構為例，2012澎湖學暨島嶼服務業管理學術研討會，臺灣：澎湖，2012年6月8日。

吳鎮宇、孫辰威、鄭佩君、林松江、呂芳懌 (2012)，分散式網路巡邏系統應用於中文色情網站之探查，2012飛航安全與航空管理學術研討會，臺灣：高雄，2012月5月29日。

Chang, Y.-c. I. and Lin, S.-C. (2004). Synergy of Logistic Regression and Support Vector Machine in Multi-class Classification. Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004.

Lin, S.-C. (2004). Bayesian Kernel Fisher Discriminant Analysis，第一屆統計與機器學習研討會，臺灣：花蓮，2004年2月。

Huang, S. Y., Chang, Y.-c. I. and Lin, S.-C. (2002). Bayesian Kernel Fisher Discriminant Analysis. 2002年統計學術研討會，臺灣：臺中，2002年11月30日及12月1日。

Chang, H. H. and Lin, S.-C. (2001). Information Quality and CRM in Financial Organizations. The 1^st Annual Conference on Manufacturing and Commerce Integration Technology, Taipei, Taiwan, June, 2001.

Chang, H. H. and Lin, S.-C. (2000). The Integration of Computerization in Manufacturing Systems: An Empirical Investigation. The Six International Conference of Automation Technology, A1(2), Taipei, Taiwan, May 9-11, 2000.

Chang, H. H., Liou, C. Y. and Lin, S.-C. (1999). The Model of Information Technology(IT) Architecture During the Business Globalization Process Strategic in Taiwan IT Industries. Proceedings of the Five Information Management and Practice, 428--437, Taipei, Taiwan, December 11, 1999.

Chang, Y-c. I. and Lin, S.-C. (2004). Combining SVM Classifiers with Logistic Regression in Multiple Classes Classification. Technical report, ISAS, Taiwan.