报告题目：Human-AI Trust and Coordination Innovation in New Product Development Projects
报告嘉宾： 杨青
北京科技大学
报告时间：2024年11月22日(周五) 13:30-15:00
报告地点：中国科学院大学中关村校区教学楼S406
腾讯会议：824-328-401
内容摘要
Artificial Intelligence (AI) is revolutionizing project management in unprecedented ways. By simulating human intelligence, AI can not only automate tasks like project planning and resource forecasting to increase efficiency but also boost greater creative and innovative potential. Due to the New Product Development (NPD) project is a creative and innovative process, so AI has huge potential application in its lifecycle.Human-AI trust is the key to determining its role in the organization. However, due to the lack of interpretability and transparency of AI which based machine learning, the wide application of AI will bring potential risks to human-AI collaboration. Meanwhile, users often lack trust in AI and even have algorithm aversion, which will also bring risks to human-AI collaboration innovation and affect the resilience of human-AI teams. Therefore, it is a major challenge for organizations to deeply analyze human-AI trust during human-AI interaction. However, existing research neglected the quantitative analysis of human-AI trust. Therefore, based on some structure methods, including the Theory of Mind (ToM), Dependency Structure Matrix (DSM) and social network analysis (SNA), we build models to measure the trust among members of the human-AI coordination organization. Furthermore, we employ clustering methods to investigate how Human-AI trust influences project organization design, aiming to enhance efficiency and innovation capabilities.
主讲人简介
Qing YANG is a professor for Project Management at School of Economics and Management, University of Science and Technology Beijing (USTB), member of school’s academic committee, director of Project Innovation Management Research Center and outstanding scholar at USTB.He received the M.E. and Ph.D. degrees from Northwestern Polytechnical University (NWPU), Xi’an, China. He served as a visiting scholar in the Department of Industrial Engineering at Pennsylvania State University, USA in 2010 and at the Vienna University of Economics and Business, Austria in 2019. He is the executive committee member of the Project Management Research Committee (PMRC) China, He is also the associate editor of Project Leadership and Society (PLAS) and editor of International Journal of Project Management. He has nearly ten years of practical work experience in aerospace R&D project management. In 2019, he was awarded the "Outstanding Educational Contribution Award for 20 Years (1999-2019) of Project Management Development in China" from the Ministry of Science and Technology of China. In 2023 and 2024, he chaired the Scientific Committee of the 11th and 12th International Project Management Association (IPMA) Research Conference.Focusing on the theoretical research and practice of project management, he has achieved innovative results in complex R&D project management based on structured methods, Dependency Structure Matrix (DSM) modeling and optimization, new product development project management, and R&D project management under big data environment. He has led five research projects and four international cooperation project funded by the National Natural Science Foundation of China (NSFC), as well as more than 20 consulting projects from famous companies such as Alibaba, Jingdong. 2024, his books Complex R&D Project Management - A Structured Approach Perspective won the second prize of the 17th Beijing Philosophy and Social Science Outstanding Achievement Award, awarded by Beijing City Government.
