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WordPress 資料庫錯誤: [The table 'wp_options' is full] INSERT INTO `wp_options` (`option_name`, `option_value`, `autoload`) VALUES ('_site_transient_wp_theme_files_patterns-1c5879ac11e5100badcdeab47c425371', 'a:2:{s:7:\"version\";s:5:\"1.2.4\";s:8:\"patterns\";a:0:{}}', 'off') ON DUPLICATE KEY UPDATE `option_name` = VALUES(`option_name`), `option_value` = VALUES(`option_value`), `autoload` = VALUES(`autoload`)
WordPress 資料庫錯誤: [The table 'wp_options' is full] INSERT INTO `wp_options` (`option_name`, `option_value`, `autoload`) VALUES ('_site_transient_timeout_wp_theme_files_patterns-5e87ab010130980474f7214e9ac2c536', '1765719351', 'off') ON DUPLICATE KEY UPDATE `option_name` = VALUES(`option_name`), `option_value` = VALUES(`option_value`), `autoload` = VALUES(`autoload`)
WordPress 資料庫錯誤: [The table 'wp_options' is full] INSERT INTO `wp_options` (`option_name`, `option_value`, `autoload`) VALUES ('_site_transient_wp_theme_files_patterns-5e87ab010130980474f7214e9ac2c536', 'a:2:{s:7:\"version\";s:6:\"2.10.0\";s:8:\"patterns\";a:0:{}}', 'off') ON DUPLICATE KEY UPDATE `option_name` = VALUES(`option_name`), `option_value` = VALUES(`option_value`), `autoload` = VALUES(`autoload`)
WordPress 資料庫錯誤: [The table 'wp_options' is full] INSERT INTO `wp_options` (`option_name`, `option_value`, `autoload`) VALUES ('_transient_doing_cron', '1765717551.0279369354248046875000', 'on') ON DUPLICATE KEY UPDATE `option_name` = VALUES(`option_name`), `option_value` = VALUES(`option_value`), `autoload` = VALUES(`autoload`)
Publications – SOSELab
Publications
Director: Shang-Pin Ma
Journal Articles
An-Chi Shau, Shang-Pin Ma. Using Multi-Source Integration and Information Retrieval Technology to Program Question-and-Answering Chatbots. Journal of Information Science and Engineering (JISE). (SCI, EI) (to appear)
Shang-Pin Ma, Wan-Lin You, and Sheng-Kai Wang. January, 2025. Using Model Transformation to Generate Chatbots for Web APIs. Journal of Information Science and Engineering (JISE), 41(1): 137-153. (SCI, EI) [link]
Sheng-Kai Wang, Shang-Pin Ma, Guan-Hong Lai, Chen-Hao Chao. December, 2024. ChatOps for Microservice Systems: A Low-code Approach using Service Composition and Large Language Models. Future Generation Computer Systems (FGCS), 161: 518-530. (SCI, EI) [link]
Yu-Te Wang, Shang-Pin Ma, Yue-Jun Lai, and Yan-Cih Liang. September, 2023. Qualitative and quantitative comparison of Spring Cloud and Kubernetes in migrating from a monolithic to a microservice architecture. Service Oriented Computing and Applications (SOCA), 17, 149-159. (ESCI, EI) [link]
Shang-Pin Ma, Chia-Yu Li, Wen-Tin Lee, and Shin-Jie Lee. November, 2022. Microservice Migration Using Strangler Fig Pattern and Domain-Driven Design. Journal of Information Science and Engineering (JISE), 38(6): 1285-1303. (SCI, EI) [link]
Shang-Pin Ma, I-Hsiu Liu, Chun-Yu Chen, and Yu-Te Wang. October, 2022. Version-based and Risk-enabled Testing, Monitoring, and Visualization of Microservice systems. Journal of Software: Evolution and Process. (SCI, EI) [link]
Shang-Pin Ma, Ying-Jen Chen, Yang Syu, Hsuan-Ju Lin, and Yong-Yi Fanjiang. September, 2021. Test-Oriented RESTful Service Discovery with Semantic Interface Compatibility. IEEE Transactions on Services Computing (TSC), 14(5): 1571-1584. (SCI, EI) [link]
Shang-Pin Ma, Chi-Chia Li, Shin-Jie Lee, Hsi-Min Chen, and Wen-Tin Lee. January, 2021. Cache-Enabled and Context-Aware Approach to Building Composite Mobile Apps. Journal of Information Science and Engineering (JISE), 37(1): 123-138. (SCI, EI) [link]
Shang-Pin Ma, Hsuan-Ju Lin, and Ming-Jen Hsu. June, 2020. RESTful Service Composition Using Task Specification. International Journal of Software Engineering and Knowledge Engineering (IJSEKE), 30(6): 835-857. (SCI, EI) [link]
Shang-Pin Ma, Chen-Yuan Fan, Yen Chuang, I-Hsiu Liu, and Ci-Wei Lan. November 2019. Graph-based and Scenario-driven Microservice Analysis, Retrieval, and Testing. Future Generation Computer Systems (FGCS), 100:724-735. (SCI, EI) [link]
Yu Rong Ho, Shang-Pin Ma, and Kuan Y. Chang. April 2019. Trends in regional cancer mortality in Taiwan 1992–2014, Cancer Epidemiology, 59:185-192. (SCI, EI) [link]
Shang-Pin Ma, Peng-Zhong Chen, Wen-Tin Lee, and Zhi-Wei Lu. December 2018. Provision and Consumption of Linked Open Data: A Define-Produce-Invoke Approach. Service Oriented Computing and Applications (SOCA), 12:211–226. (ESCI, EI) [link]
Shang-Pin Ma, Hsuan-Ju Lin, Hsi-Min Chen, Ying-Jen Chen, and Wen-Tin Lee. November 2018. Web API Discovery Using Semantic Similarity and Hungarian Algorithm. Journal of Internet Technology (JIT), 19(6): 1657-1664. (SCI, EI) [link]
Shang-Pin Ma and Ching-Ting Ho. September 2018. Modularized and Flow-Based Approach to Chatbot Design and Deployment. Journal of Information Science and Engineering (JISE), 34(5): 1187-1201. (SCI, EI) [link]
Shang-Pin Ma, Peng-Zhong Chen, Yang-Sheng Ma, and Jheng-Shiun Jiang. May 2018. Building Mobile Apps by Ordinary Users: A Service-Brick-Based Approach. Journal of Information Science and Engineering (JISE), 34(3): 611-629. (SCI, EI) [link]
Yong-Yi Fanjiang, Yang Syu, Shang-Pin Ma, and Jong-Yih Kuo. March 2017. An Overview and Classification of Service Description Approaches in Automated Service Composition Research. IEEE Transactions on Services Computing (TSC), 10(2): 176-189. (SCI, EI) [link]
Wen-Tin Lee, Shang-Pin Ma, and Yao-Yu Tsai. January 2017. Retrieval of Web Service Components using UML Modeling and Term Expansion. Journal of Information Science and Engineering (JISE), 33(1): 17-36. (SCI, EI) [link]
Wen-Tin Lee and Shang-Pin Ma. November 2016. Process Modeling and Analysis of Service-Oriented Architecture-Based Wireless Sensor Network Applications using Multiple-Domain Matrix. International Journal of Distributed Sensor Networks (IJDSN), 12(11). (SCI, EI) [link]
Shang-Pin Ma, Kuan Y. Chang, Jing-Hong Lin, Chih-Chun Ma, and Jui-Hsaing Lin. July 2016. QoS-Aware Query Relaxation for Service Discovery with Business Rules. Future Generation Computer Systems (FGCS), 60:1-12. (SCI, EI) [link]
Shang-Pin Ma, Wen-Tin Lee, Ping-Chang Chen, and Chi-Chia Li. April 2016. Framework for Enhancing Mobile Availability of RESTful Services: A Connectivity-Aware and Risk-Driven Approach. Mobile Networks and Applications (MONET), 21:337–351. (SCI, EI) [link]
Shang-Pin Ma, Ci-Wei Lan, and Chia-Hsueh Li. July 2015. Contextual Service Discovery using Term Expansion and Binding Coverage Analysis. Future Generation Computer Systems (FGCS), 48:73-81. (SCI, EI) [link]
Shang-Pin Ma, Shin-Jie Lee, Wen-Tin Lee, Jing-Hong Lin and Jui-Hsaing Lin. June 2015. Mobile Application Search: A QoS-Aware and Tag-Based Approach. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 15(4):e6.[link]
Shang-Pin Ma, Chun-Ying Huang, Yong-Yi Fanjiang, and Jong-Yih Kuo. April 2015. Configurable RESTful Service Mashup: A Process-Data- Widget Approach. Applied Mathematics & Information Sciences (AMIS), 9(2L):637-644. (SCI, EI) [link]
Wen-Tin Lee, Kuo-Hsun Hsu, and Shang-Pin Ma. January 2015. Designing Software Architecture with Service Components using Design Structure Matrix. International Journal of Computational Science and Engineering (IJCSE), 10(1/2):82-89. (EI) [link]
Shang-Pin Ma, Yong-Yi Fanjiang, and Jong-Yih Kuo. July 2014. Dynamic Service Composition Using Core Service Identification. Journal of Information Science and Engineering (JISE), 30(4): 957-972. (SCI, EI) [link]
Shang-Pin Ma, Ching-Lung Yeh and Ping-Chang Chen. March 2014. Service Composition Management: A Risk-Driven Approach. Journal of Universal Computer Science (J.UCS), 20(3): 302-328. (SCI, EI) [link]
Chun-Ying Huang, Shang-Pin Ma, Ming-Lun Chang, Ching-Hsiang Chiu, Ting-Chun Huang. March 2014. An Open Automated Android Behavior Monitor in Cloud. Journal of Internet Technology (JIT), 15(2): 297-306.(SCI, EI) [link]
Jong Yih Kuo, Fu-Chu Huang, Shang-Pin Ma, and Yong-Yi Fanjiang. July 2013. Applying Hybrid Learning Approach to RoboCup’s Strategy. Journal of Systems and Software (JSS), 86(7): 1933-1944. (SCI, EI) [link]
Chun-Ying Huang, Shang-Pin Ma, and Kuan-Ta Chen. July 2011. Using One-Time Passwords to Prevent Password Phishing Attacks. Journal of Network and Computer Applications, 34(4): 1292—1301. (SCI, EI) [link]
Jonathan Lee, Whan-Yo Deng, Wen-Tin Lee, Shin-Jie Lee, Kuo-Hsun Hsu, and Shang-Pin Ma. July 2010. Integrating Process and Work Breakdown Structure with Design Structure Matrix. Journal of Advanced Computational Intelligence and Intelligent Informatics, 14(5): 512-522. [link]
Jonathan Lee, Ying-Yan Lin, Shang-Pin Ma and Shin-Jie Lee. September 2009. BPEL Extensions to User-Interactive Service Delivery. Journal of Information Science and Engineering, 25(5): 1427-1445. (SCI, EI) [link]
Jonathan Lee, Shang-Pin Ma, Ying-Yan Lin, Shin-Jie Lee and Yao-Chiang Wang. March 2008. Dynamic Service Composition: A Discovery-Based Approach. International Journal of Software Engineering and Knowledge Engineering, 18(2): 199-222. (SCI, EI) [link]
Jonathan Lee, Shang-Pin Ma, Lien Fu Lai, Nien Lin Hsueh, and Yong-Yi FanJiang. November 2005. University Timetabling through Conceptual Modeling. International Journal of Intelligent Systems, 20(11): 1137-1160. (SCI, EI) [link]
Jonathan Lee, Yao-Chiang Wang, Chia-Ling Wu, Shin-Jie Lee, Shang-Pin Ma and Whan-Yo Deng. December 2005. A Possibilistic Petri-Nets Based Service Matchmaker for Multi-Agent Systems. International Journal of Fuzzy Systems, 7(4):199-213. (SCI, EI)
International Conference Papers
Wei-Kai Lin, Shang-Pin Ma, Shin-Jie Lee, Wen-Tin Lee. MicroViSim: Simulation and Visualization of Kubernetes-Based Microservice Systems. In Proceedings of 7th International Workshop on Automated and verifiable Software sYstem DEvelopment (ASYDE 2025), Seoul, South Korea, November 2025.
Guan-Hong Lai, Shang-Pin Ma, and An-Yu Li. LLM-Powered ChatOps Approach to Microservice Deployment Pipeline Automation and Monitoring. In Proceedings of 21st International Conference on e-Business Engineering (ICEBE 2025), Buraydah, Saudi Arabia, November 2025.
Chun-Sheng Li, Shang-Pin Ma, and Tsung-Hsi Lin. FMSA: A Universal Microservice Architecture
Based on FHIR Medical Informatics Standard. 2025 Second International Conference on Artificial Intelligence for Medicine, Health, and Care (AIxMHC),Taichung, October, 2025. (Runner-Up Award)
Chih-Ying Lin, Shan-Yi Lin, Yan-Cih Liang, and Shang-Pin Ma. The Patterns of Constructing Chatbots Using Generative AI. In Proceedings of 11th AsianPLoP Conference, Taichung, March, 2025.
Shang-Pin Ma, Chen-Hao Chao, Wei-Kai Lin, Guan-Hong Lai, Yue-Jun Lai, Shih-Ying Chang, Zihjin Ciou, Jones Hung. Intelligent Information Gathering and Analysis in Sustainable Energy: A Generative-AI-Enhanced and Microservice-Based Approach. In Proceedings of 30th International Symposium on Artificial Life and Robotics (AROB 2025), Beppu, Japan, January 2025.
Wen-Tin Lee, Wei-Ting Jian, Shang-Pin Ma. Proportional-Integral-Derivative Enhancement for Horizontal Pod Autoscaling in Kubernetes. In Proceedings of 30th International Symposium on Artificial Life and Robotics (AROB 2025), Beppu, Japan, January 2025.
Chih-Yu Hsieh, Tzu-Yu Huang, Shang-Pin Ma, Wen-Tin Lee, Shin-Jie Lee. Microservice Identification Using Large Language Models: A Code-Centric Analysis Framework. In Proceedings of 30th International Symposium on Artificial Life and Robotics (AROB 2025), Beppu, Japan, January 2025.
Hang-Wei Yeh, Shang-Pin Ma, and Yi Chen. Test Case Migration from Monolith to Microservices Using Large Language Models. In Proceedings of 20th International Conference on e-Business Engineering (ICEBE 2024), Shanghai, China, October 2024. (Excellent Paper Award)
Yi-Jie Guo, Shang-Pin Ma, Hsin-Jui Peng, and Yu-Sheng Su. Semi-Automated API Test Case Generation by Extracting HTTP Requests during Front-End Testing. In Proceedings of 20th International Conference on e-Business Engineering (ICEBE 2024), Shanghai, China, October 2024.
Yan-Cih Liang, Shang-Pin Ma, and Chih-Ying Lin. Chatbotification for Web Information Systems: A Pattern-based Approach. In Proceedings of the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024), Osaka, Japan, July 2024.
Shang-Pin Ma, Yan-Cih Liang, Sheng-Kai Wang, Yu-Wen Huang, and Wan-Lin You. TABot: A Teaching Assistant Chatbot for Software Engineering Courses. In Proceedings of the 30th Asia-Pacific Software Engineering Conference (APSEC 2023), Seoul, Korea, December 2023.
Sheng-Kai Wang, Shang-Pin Ma, Chen-Hao Chao, and Guan-Hong Lai. Low-code ChatOps for Microservices Systems Using Service Composition. In Proceedings of 19th International Conference on e-Business Engineering (ICEBE 2023), Sydney, Australia, November 2023.
Shang-Pin Ma, Yu-An Chen, Yi-Jie Guo, and Yu-Sheng Su. Semi-Automated Behavior-Driven Testing for the Web Front-Ends. In Proceedings of 19th International Conference on e-Business Engineering (ICEBE 2023), Sydney, Australia, November 2023.
An-Chi Shau, Yan-Cih Liang, Wan-Jung Hsieh, Xiang-Ling Lin, Shang-Pin Ma. PSAbot: A Chatbot System for the Analysis of Posts on Stack Overflow. In Proceedings of the 35th IEEE International Conference on Software Engineering Education and Training (CSEE&T 2023), Tokyo, Japan, August 2023.
Shang-Pin Ma, Yu-Yung Yang, Shin-Jie Lee, and Hang-Wei Yeh. UTEMS: A Unit Testing Scheme for Event-driven Microservices. In Proceedings of the 10th International Conference on Dependable Systems and Their Applications (DSA 2023), Tokyo, Japan, August 2023.
Sheng-Kai Wang, Wan-Lin You, Shang-Pin Ma. Semi-Automatic Chatbot Generation for Web APIs. In Proceedings of the 2022 International Computer Symposium (ICS 2022), Taoyuan, Taiwan, December 2022. (Best Student Paper)
Yu-Te Wang, Shang-Pin Ma, Yue-Jun Lai, Yan-Cih Liang. Analyzing and Monitoring Kubernetes Microservices based on Distributed Tracing and Service Mesh. In Proceedings of the 29th Asia-Pacific Software Engineering Conference (APSEC 2022), Virtual, December 2022.
Chu-Fei Wu, Shang-Pin Ma, An-Chi Shau, Hang-Wei Yeh. Testing for Event-Driven Microservices Based on Consumer-Driven Contracts and State Models. In Proceedings of the 29th Asia-Pacific Software Engineering Conference (APSEC 2022), Virtual, December 2022.
Yu-Wen Huang, Shang-Pin Ma and Sheng-Kai Wang. MsdoBot: An Extensible Chabot Platform for Microservice Development and Operations. In Proceedings of 18th International Conference on e-Business Engineering (ICEBE 2022), Bournemouth, UK, October 2022.
Shang-Ping Ma, Tsung-Wen Lu and Chung-Chieh Li. Migrating Monoliths to Microservices based on the Analysis of Database Access Requests. In Proceedings of 16th International Conference on Service-Oriented System Engineering (SOSE 2022), San Francisco, USA, August 2022.
Hsiao-Jung Chen, Shang-Pin Ma and Hsueh-Cheng Lu. Collaborative Security Annotation and Online Testing for Web APIs. In Proceedings of 17th International Conference on e-Business Engineering (ICEBE 2021), Guangzhou, China, November 2021. (Virtual Conference)
Chia-Yu Li, Shang-Pin Ma and Tsung-Wen Lu. Microservice Migration Using Strangler Fig Pattern: A Case Study on the Green Button System. In Proceedings of 2020 International Computer Symposium (ICS 2020), Tainan, Taiwan, December 2020. (Best Paper Candidate)
Yu-Te Wang, Chu-Fei Wu, Shang-Pin Ma, Hsuan-Tung Chen, Shih-Ying Chang and ChunSheng Li. PDAS:A Digital-Signature-Based Authorization Platform for Digital Personal Data. In Proceedings of 2020 International Computer Symposium (ICS 2020), Tainan, Taiwan, December 2020.
Chun-Ting Lin, Shang-Pin Ma and Yu-Wen Huang. MSABot: A Chatbot Framework for Assisting in the Development and Operation of Microservice-Based Systems. In Proceedings of the 2nd International Workshop on Bots in Software Engineering (BotSE 2020), Seoul, South Korea, July 2020. (Virtual Workshop)
Shang-Pin Ma, I-Hsiu Liu, Chun-Yu Chen, Jiun-Ting Lin, and Nien-Lin Hsueh. Version-based Microservice Analysis, Monitoring, and Visualization. In Proceedings of the 26th Asia-Pacific Software Engineering Conference (APSEC 2019), Putrajaya, Malaysia, December 2019.
Shang-Pin Ma, Ming-Jen Hsu, Hsiao-Jung Chen, Yu-Sheng Su. API Prober-A Tool for Analyzing Web API Features and Clustering Web APIs. In Proceedings of 16th International Conference on e-Business Engineering (ICEBE 2019), Shanghai, China, October 2019.
Ming-Jen Hsu, Shang-Pin Ma, I-Hsiu Liu, Hsiao-Jung Chen. Analysis of Web API Features and Retrieval of Client Code Examples for Web APIs. In Proceedings of International Joint Conference of TCSE, JASPIC and SEA (TCSE 2019), Tokyo, Japan, July 2019. (Best Paper Award)
Shuo-Hung Tai, Shang-Pin Ma, Jiun-Ting Lin, and Wan-Lin You. NICP: Node-RED-based and IoT-enabled Chatbot Platform. In Proceedings of International Joint Conference of TCSE, JASPIC and SEA (TCSE 2019), Tokyo, Japan, July 2019.
Chia-Ying Wang, Shang-Pin Ma, and Shou-Hong Dai. Cost-Driven Cloud Service Recommendation for Building E-Commerce Websites. In Proceedings of 2018 International Computer Symposium (ICS 2018), Yunlin, Taiwan, December 2018. (Best Paper Award)
Shang-Pin Ma, Yen Chuang, Ci-Wei Lan, Hsi-Min Chen, Chun-Ying Huang, and Chia-Yu Li. Scenario-Based Microservice Retrieval Using Word2Vec. In Proceedings of the 15th IEEE International Conference on e-Business Engineering (ICEBE 2018), Xi’an, China, October 2018.
Shang-Pin Ma, Chen-Yuan Fan, Yen Chuang, Wen-Tin Lee, Shin-Jie Lee, and Nien-Lin Hsueh. Using Service Dependency Graph to Analyze and Test Microservices. In Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC 2018), Tokyo, Japan, July 2018.
Shin-Jie Lee, Yu-Xian Chen, Shang-Pin Ma, and Wen-Tin Lee. Test Command Auto-Wait Mechanisms for Record and Playback-Style Web Application Testing. In Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC 2018), Tokyo, Japan, July 2018.
Shang-Pin Ma, Hsuan-Ju Lin, Ci-Wei Lan, Wen-Tin Lee, and Ming-Jen Hsu. Real-World RESTful Service Composition: A Transformation-Annotation-Discovery Approach. In Proceedings of the 10th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2017), Kanazawa, Japan, November 2017.
Shang-Pin Ma, Peng-Zhong Chen, Wen-Tin Lee, and Zhi-Wei Lu. LODQL: A Language for Creation, Query, and Service Generation of Linked Open Data. In Proceedings of the 14th IEEE International Conference on e-Business Engineering (ICEBE 2017), Shanghai, China, November 2017.
Chen-Yuan Fan and Shang-Pin Ma. Migrating Monolithic Mobile Application to Microservice Architecture: An Experiment Report. In Proceedings of the 6th IEEE International Conference on AI and Mobile Services (AIMS 2017), Honolulu, Hawaii, USA, June 2017.
Shang-Pin Ma, Hsuan-Ju Lin, Chu-An Yu, and Chia-Ying Lee. Web API Recommendation Based on Service Cooperative Network. In Proceedings of the 2017 IEEE International Conference on Applied System Innovation (ICASI 2017), Sapporo, Japan, May 2017.
Shang-Pin Ma, Peng-Zhong Chen, Yang-Sheng Ma, and Jheng-Shiun Jiang. CARSB Portal: A Web-Based Software Tool to Composing Service Bricks and RESTful Services as Mobile Apps. In Proceedings of the 2016 International Computer Symposium (ICS 2016), Chiayi, Taiwan, December 2016.
Shang-Pin Ma, Ci-Wei Lan, Ching-Ting Ho, Jiun-Hau Ye. QoS-Aware Selection of Web APIs Based on ε-Pareto Genetic Algorithm. In Proceedings of the 2016 International Computer Symposium (ICS 2016), Chiayi, Taiwan, December 2016.
Shang-Pin Ma, Chi-Chia Li, Chen-Yuan Fan, Wen-Tin Lee, and Nien-Lin Hsueh. MASA: A Cross-Platform Component Architecture for Building Mobile Applications with Service Caching. In Proceedings of the 13th IEEE International Conference on e-Business Engineering (ICEBE 2016), Macau, November 2016.
Shang-Pin Ma, Jui-Hsiang Lin, Wen-Tin Lee, and Yong-Yi Fanjiang. Semantic Recommendation for Mobile Applications: a Calendar-based Approach. In Proceedings of the International Conference on Internet Studies (NETs 2016), Osaka, July 2016.
Wen-Tin Lee, Shang-Pin Ma, Shin-Jie Lee, Po-Jen Law, Ting-Shao Chang. Extending the Multiple Domain Matrix by Using Business Process Model and Notation for Business Process Analysis. In Proceedings of the 12th IEEE International Conference on e-Business Engineering (ICEBE 2015), Beijing, China, October 2015.
Shang-Pin Ma, Yang-Sheng Ma, and Wen-Tin Lee. State-Driven and Brick-Based Mobile Mashup. In Proceedings of the IEEE 4th International Conference on Mobile Services (MS 2015), New York, USA, June 2015.
Yang Syu, Yong-Yi FanJiang, Jong-Yih Kuo, and Shang-Pin Ma. Applying Genetic Programming for Time-Aware Dynamic QoS Prediction. In Proceedings of the IEEE 4th International Conference on Mobile Services (MS 2015), New York, USA, June 2015.
Shang-Pin Ma, Jing-Hong Lin, Shin-Jie Lee, Wen-Tin Lee, and Jui-Hsaing Lin. Tag-Based and QoS-Aware Mobile Application Search and Management. In Proceedings of the 1st International Conference on Industrial Networks and Intelligent Systems (INISCom 2015), Tokyo, Japan, March 2015.
Shang-Pin Ma, Ping-Chang Chen, Chi-Chia Li, and Wen-Tin Lee. Context-Aware RESTful Service Delivery Mechanism for Smartphones. In Proceedings of the 2014 International Computer Symposium (ICS 2014), Taichung, Taiwan, December 2014.
Yang Syu, Yong-Yi FanJiang, Jong-Yih Kuo, and Shang-Pin Ma. A Review of the Automatic Web Service Composition Surveys. In Proceedings of the 2014 IEEE International Conference on Semantic Computing (ICSC 2014), Newport Beach, CA, USA, June 2014.
Shang-Pin Ma, Jheng-Shiun Jiang, and Wen-Tin Lee. Service Brick Composition Framework for Smartphones. In Proceedings of the 20th Asia-Pacific Software Engineering Conference (APSEC 2013), Bangkok, Thailand, December 2013.
Shang-Pin Ma, Yao-Yu Tsai, and Shin-Jie Lee. UML-Based Service Component Discovery. In Proceedings of International Conference on Applied and Theoretical Information Systems Research (ATISR 2023), Taipei, Taiwan, November 2013. (Competitive Paper Award)
Shang-Pin Ma, Chia-Hsueh Li, Yao-Yu Tsai, and Ci-Wei Lan. Web Service Discovery Using Lexical and Semantic Query Expansion. In Proceedings of the 10th IEEE International Conference on e-Business Engineering (ICEBE 2013), Conventry, UK, September 2013.
Shang-Pin Ma, Chih-Chun Ma and Wen-Tin Lee. Efficient Service Discovery Using Similarity-Distance-Based Relaxation. In Proceedings of the 5th International Conference on Service Science and Innovation (ICSSI 2013), Kaohsiung, Taiwan, May 2013.
Shang-Pin Ma, Wen-Tin Lee, and Chia-Hsu Kuo. Location Explorer with Information Services: A Mobile Application to Deliver Location-Based Web Services. In Proceedings of the 2nd International Symposium on Next-Generation Electronics (ISNE 2013), Kaohsiung, Taiwan, February 2013.
Shang-Pin Ma and Jonathan Lee. A Graph-Based Approach to Web Service Matchmaking. In Proceedings of the 19th Asia-Pacific Software Engineering Conference (APSEC 2012), Hong Kong, December 2012.
Ya-hui Chang, Pei-Shan Wu, Yu-Te Liu, and Shang-Pin Ma. An Effective Flood Forecasting System Based on Web Services. In Proceedings of the International Computer Symposium 2012 (ICS 2012), Hualien, Taiwan, December 2012.
Shang-Pin Ma and Ching-Lung Yeh. Service Composition Management Using Risk Analysis and Tracking. In Proceedings of the 10th International Conference on Service Oriented Computing (ICSOC 2012), Shanghai, China, November 2012.
Yang Syu, Shang-Pin Ma, Jong-Yih Kuo, and Yong-Yi FanJiang. A Survey on Automated Service Composition Methods and Related Techniques. In Proceedings of the 9th IEEE International Conference on Services Computing (SCC 2012), Honolulu, Hawaii, USA, June 2012.
Shang-Pin Ma and Duan-Yi Yan. Location-Based Web Service Delivery: A Data-Mining-Based Approach. In Proceedings of the International Symposium on Computer, Consumer and Control 2012 (IS3C 2012), Taichung, Taiwan, June 2012.
Shang-Pin Ma, Chun-Ying Huang, Yong-Yi Fanjiang, Jong-Yih Kuo, and Chien-Chang Chen. Process-Data-Widget: a REST-Based Software Framework for Building Mashup Applications. In Proceedings of the International Symposium on Computer, Consumer and Control 2012 (IS3C 2012), Taichung, Taiwan, June 2012.
Yang Syu, Yong-Yi Fanjiang, Jong Yih Kuo, and Shang-Pin Ma. A Genetic Algorithm Application with Multiple and Prioritized Objective Functions. In Proceedings of the 26th IEEE International Conference on Advanced Information Networking and Applications (AINA-2012), Fukuoka, Japan, March 2012.
Shang-Pin Ma, Chia-Hsueh Li, Chun-Ying Huang, Yong-Yi Fanjiang, and Jong-Yih Kuo. Semantic Web Service Discovery Based on Business Rule Annotation. In Proceedings of the International Conference of Machine Learning and Cybernetics 2011 (ICMLC 2011), Guilin, China, July 2011.
Jong Yih Kuo, Yong-Yi Fanjiang, Shang-Pin Ma, Jia Lin Syu. A Hybrid Approach to Multi-Agent Pursuit-Evasion Game. In Proceedings of the International Conference of Machine Learning and Cybernetics 2011 (ICMLC 2011), Guilin, China, July 2011.
Yang Syu, Yong-Yi Fanjiang, Jong Yih Kuo, and Shang-Pin Ma. July 2011. An Automated Workflow Composition to Semantic Web Services. In Proceedings of the International Conference of Machine Learning and Cybernetics 2011 (ICMLC 2011), Guilin, China, July 2011.
Yang Syu, Yong-Yi FanJiang, Jong-Yih Kuo, and Shang-Pin Ma. Towards a Genetic Algorithm Approach to Automating Workflow Composition for Web Services with Transactional and QoS-Awareness. In Proceedings of the 2011 IEEE World Congress on Services, Washington, D.C., USA, July 2011.
Jong Yih Kuo, Hsuan-KueiI Cheng, Yong-Yi FanJiang and Shang-Pin Ma. Multi-Agent Automatic Negotiation and Argumentation for Courses Scheduling. In Proceedings of 2011 IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, June 2011.
Yong-Yi FanJiang, Yang Syu, Shang-Pin Ma, and Jong-Yih Kuo. Transactional Web Services Composition: A Genetic Algorithm Approach. In Proceedings of the 2nd International Conference on Software Engineering and Computer Systems, Kuantan, Malaysia, June, 2011.
Chun-Ying Huang, Shang-Pin Ma, Wei-Lin Yeh, Chia-Yi Lin, and Chien-Tsung Liu. Mitigate Web Phishing Using Site Signatures. In Proceedings of the IEEE Region 10 Conference (TENCON-2010), Fukuoka, Japan, November 2010.
Chun-Ying Huang, Shang-Pin Ma, Ching-Hong Wu, Chi-Ming Chen, and Chih-Hung Lin. Observe Internet Peer-to-Peer Activities at Home. In Proceedings of the IEEE International Conference on Communication Systems (ICCS-2010), Singapore, November 2010.
Shang-Pin Ma, Jong-Yih Kuo, Yong-Yi Fanjiang, Chin-Pin Tung and Chun-Ying Huang. Optimal Service Selection for Composition Based on Weighted Service Flow and Genetic Algorithm. In Proceedings of the International Conference of Machine Learning and Cybernetics 2010 (ICMLC 2010), Qīngdǎo, China, July 2010.
Yong-Yi Fanjiang, Yang Syu, Chun-Hung Wu, Jong-Yih Kuo, and Shang-Pin Ma. Generic Algorithm for QoS-Aware Dynamic Web Services Composition. In Proceedings of the International Conference of Machine Learning and Cybernetics 2010 (ICMLC 2010),Qīngdǎo, China, July 2010.
Yong-Yi FanJiang, Jong Yih Kuo, Shang-Pin Ma, and Wong-Rong Huang. 2010. An Aspect-Oriented Approach for Mobile Embedded Software Modeling, ICCSA 2010, Lecture Notes in Computer Science.
Yu-Yen Peng, Shang-Pin Ma, and Jonathan Lee. December 2009. REST2SOAP: a Framework to Integrate SOAP Services and RESTful Services. In Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications 2009 (SOCA 2009).
Jonathan Lee, Ying-Yan Lin, Shang-Pin Ma, Yao-Chiang Wang, Shin-Jie Lee. Integrating Service Composition Flow with User Interactions. In Proceedings of the 4th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2008), Page(s):103-108.
Jonathan Lee, Shang-Pin Ma, Shin-Jie Le, Yao-Chiang Wang, and Ying-Yan Lin. December 2006. Discovery-based Service Composition. In Proceedings of the International Computer Symposiums (ICS 2006).
Jonathan Lee, Hsi-Min Chen, Shang-Pin Ma, Yao-Chiang Wang, and Shin-Jie Lee. Oct 2006. Possibilistic Petri-Nets as a Basis for CNP-Based Bidding Mechanism. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC’06).
Jonathan Lee, Shin-Jie Lee, and Shang-Pin Ma. June 2005. Deliver Advanced Traveler Information Services. In Proceedings of the IEEE Intelligent Vehicles Symposium (IVS 2005), Page(s):682-687.
Jonathan Lee, Chia-Ling Wu, Shin-Jie Lee, Yac-Chiang Wag, Shang-Pin Ma and Whan-Yo Deng. A Possibilistic Petri-Nets Based Service Discovery. In Proceedings of the IEEE International Conference on Networking, Sensing, and Control (ICNSC 2004), Taiwan, 2004.
Hsin-Jui Peng, Shang-Pin Ma,「An Automated API Test Case Generation Using Large Language Model and User Behavior Scripts」,2025年台灣軟體工程研討會,高雄 (高雄師範大學),2025年6月。 (最佳英文論文)
梁晏慈、馬尚彬、林芷穎,「基於模式的 Web 資訊系統之對話機器人介面建置方法」,2024年台灣軟體工程研討會,台北 (台北科技大學),2024年7月。
郭一杰、馬尚彬、彭心睿,「Web API 測試案例生成: 基於前端行為驅動測試的半自動化方法」,2024年台灣軟體工程研討會,台北 (台北科技大學),2024年7月。(佳作中文論文)
An-Chi Shau, Yan-Cih Liang, and Shang-Pin Ma,「Programming Assistant Chatbot Based on Integrative Analysis of Multi-Sourcing Posts」,2024年台灣軟體工程研討會,台北 (台北科技大學),2024年7月。(佳作英文論文)
Kuo-Ming Chao, Lihong Jiang, Omar Khadeer Hussain, Shang-Pin Ma, and Xiang Fei. Advances in E-Business Engineering for Ubiquitous Computing. Springer, Cham, 2020. [link]
Jonathan Lee, Nien-Lin Hsueh, Shang-Pin Ma, Alan Liu, Yu Chin Cheng, and Yau-Hwang Kuo. Software Engineering Education: from Dysfunction to Core Competency. In J. Paulo Davim, Engineering Education: Curriculum, Pedagogy and Didactic Aspects. Woodhead Publishing, 2014. [link]