教师名录

蔡鸿明

职称:教授/博士生导师

电话:021-34205153

邮箱:hmcai@sjtu.edu.cn

办公地点:软件学院1206室

研究方向

语义数据处理,智慧制造,协同计算,服务计算,CAD/CG

教育背景

1992.9-1996.7          西北工业大学飞机系,本科

1996.9-1999.3          西北工业大学国家CAD/CAM中心,硕士

1999.3-2002.9          西北工业大学国家CAD/CAM中心,博士

工作经验

2002.11-2004.9       上海交通大学计算机系,博士后

2008.8-2009.8          德国曼海姆大学BIT研究所,访问学者

2004.10 – 今      上海交通大学软件学院,讲师/副教授/教授

开设课程

信息系统分析与设计(本科)

企业级信息系统综合设计及实现(本科)

过程建模及优化(硕士)

信息建模及企业流程再造(硕士)

代表性论著

  1. Data-driven ontology generation and evolution towards intelligent service in manufacturing systems Future Generation Computer Systems (2019) (Corresponding author)
  2. A Short-term Energy Prediction System based on Edge Computing for Smart City, Future Generation Computer Systems (2019) (Corresponding author)
  3. A Configurable WoT Application Platform Based on Spatiotemporal Semantic Scenarios,IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49(1):123-135(2019)(Corresponding author)
  4. A context-based service matching approach towards functional reliability for industrial systems. Enterprise Information Systems,13(2): 196-218 (2019) (Corresponding author)
  5. Data driven business rule generation based on fog computing, Future Generation Computer Systems (2018), V89, p 494-505 (Corresponding author)
  6. Fog Computing Approach for Music Cognition System Based on Machine Learning Algorithm,IEEE Transactions on Computational Social Systems (2018), V5(4):1142-1151 (Corresponding author)
  7. A fog computing based concept drift adaptive process mining framework for mobile APPs, Future Generation Computer Systems (2018), V89, p 670-684 (Corresponding author)
  8. A service governance mechanism based on process mining for cloud-based applications, Enterprise Information Systems,12(10): 1239-1256 (2018) (First author)
  9.  Model-Driven Development Patterns for Mobile Services in Cloud of Things, IEEE Transactions on Cloud Computing(2018),V6(3), 771-784(First author)
  10. Daphne: A Flexible and Hybrid Scheduling Framework in Multi-tenant Clusters, IEEE Transactions on Network and Service Management (2018), V15(1), 330-343(Corresponding author)
  11. Data service generation framework from heterogeneous printed forms using semantic link discovery. Future Generation of Computer System. 79: 514-527 (2018) (Corresponding author)
  12. IoT-based Big Data Storage Systems in Cloud Computing: Perspectives and Challenges, IEEE Internet of Things Journal. 2017 V4(1),75-87(First author)(ESI High cited paper)
  13. The design of an m-Health monitoring system based on a cloud computing platform, Enterprise Information Systems (2017) V11(1), 17–36(Corresponding author)(ESI High cited paper)
  14. Dynamic Weight based Individual Similarity Calculation for Information Searching in Social Computing. IEEE Systems Journal,11(1): 333-344 (2017) (Corresponding author)
  15. Linked Semantic Model for Information Resource Service towards Cloud Manufacturing," IEEE Transactions on Industrial Informatics(2017), V13(6), 3338-3349(Corresponding author)
  16. Ontology-based Semantic Configuration Approach to Construct Data as a Service for Enterprises, Enterprise Information Systems(2016),V10(3): 325-348(First author)
  17. Semantic annotation for web3D scene based on three-layer ontology. Integrated Computer-Aided Engineering 22(1): 87-101 (2015) (First author)
  18. IoT-Based Configurable Information Service Platform for Product Lifecycle Management. IEEE Transaction on Industrial Informatics 10(2): 1558-1567 (2014)(First author)
  19. Ubiquitous Data Accessing Method in IoT-Based Information System for Emergency Medical Services. IEEE Transaction on Industrial Informatics 10(2): 1578-1586 (2014) (Corresponding author)(ESI High cited paper)
  20. An IoT-Oriented Data Storage Framework in Cloud Computing Platform. IEEE Transaction on Industrial Informatics 10(2): 1443-1451 (2014) (Corresponding author)

科研项目

国家工业和信息化部项目“基于边缘计算的异地协同制造工厂内集成应用新模式”,2018.1-2020.12

上海市科委项目“区域智慧能源网建设关键技术研究与示范——面向互联网+应用的软件支撑平台”(17DZ1201502),2017.7-2020.6

国家自然科学基金“基于本体进化的自演化应用服务系统构造研究”(61373030)2014.1-2017.12

国家863项目“资源元模型驱动的企业信息集成平台研究”(2008AA04Z126),2008.10-2010.12

国家自然科学基金 “网格环境下面向可视操纵的几何建模服务构造研究”(60603080),2007.1-2009.12

上海市自然基金“面向自演化软件服务的本体生成及进化研究”(13ZR1419800),2013.7-2016. 6

福建交通厅“福建交通物流云服务平台”子项目“业务建模及服务转换系统”,2012.1-2013.12

华为高校创新项目“下一代服务组合编程语言”,2013.1-2014.12

获奖情况

2013年上海市科技进步奖(二等)(排名2):基于进程模型的服务集成平台

2012中国科协“全国优秀科技工作者”

2012年获上海交通大学“凯原十佳教师”

2010中国高校科学技术奖科技进步奖(二等)(排名2):基于信息资源的web服务平台

2008上海交通大学首届“晨星青年学者奖励计划优秀青年教师后备人才”一等奖

2007年德国阿尔弗来德.克虏伯.冯.博棱和哈尔巴赫基金会基金“中国优秀青年学者奖学金”

2006上海市科技进步奖(三等)(排名2):都市工业设计信息大平台研制及应用

学术兼职

ACM Senior member

IEEE Senior member

中国图学学会常务理事,计算机图学专委会主任

中国计算机学会协同计算专委会委员,计算机应用专委会委员

中国自动化学会,制造技术专业委员会委员