【2024年9月4日】【管理科学与工程系学术讲座】平台市场中的算法包络
发布时间:09-03-24

演讲人: 周舟,助理教授,香港城市大学

时间: 2024年9月4日下午14:00

地点: 同济大厦A楼306教室

讲座摘要:

The theory of platform envelopment rests on network effects as the key mechanism for value creation, which nonetheless receives mixed support for its efficacy in determining competitive outcomes. We argue that the value of network effects depends on matching quality, which is a function of platform-specific algorithm technology and market-level data- driven learning. In formalizing these conceptualizations, we analyze a model demonstrating how an entrant with a superior algorithm technology may outcompete an incumbent possessing a user base advantage, a strategy we call “algorithm envelopment.” By delving into specific characteristics of data-driven learning, our analysis leads to propositions regarding the entry barriers for the enveloper, illuminating how learning may overshadow or interact with network effects in affecting the enveloper’s market selection decisions. We also show that market selection may be contingent on whether algorithm envelopment is instituted through competition or mergers, suggesting an interdependence between “where to enter” and “how to enter.” Finally, we explore the welfare effects of algorithm envelopment. We extend the recent debate on “data network effects” and show how teasing apart network effects, data- driven learning, and algorithm technology in envelopment attacks can generate novel implications for incumbency advantages, yield insights into platform diversification, and inform antitrust policymaking..

演讲嘉宾简介:

Dr. Zhou joined the Department of Information Systems at the City University of Hong Kong as an assistant professor in 2021. He received his Ph.D. in Information Systems from Boston University and B.A. in Financial Management from Peking University. His research focuses on platform strategy and design, platform regulation, and innovation & entrepreneurship in the digital economy. He used to work in China’s Ministry of Finance and participated in the design of many economic policies, including corporate innovation policies, financial policies to support SMEs, and policies of SOE development. He has a deep understanding of how China’s system works and how digital platforms can support Chinese path to modernization.

 

 

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