软件工程技术研究开发中心公告

Decision Making with Assumption-based Argumentation: A Medical Case Study
公告发布人:admin 2013-08-07

主办:中科院软件所综合信息系统技术国家级重点实验室、软件所青年联合会
题目:Decision Making with Assumption-based Argumentation: A Medical Case Study
时间:2013年8月8日上午9:30-11:00
地点:软件所5号楼4层中会议室
摘要:
In this talk, I will present two formal frameworks for decision making. In both frameworks, decisions have multiple attributes and meet (presumably different) goals. I also study a family of decision functions for making decisions with different criteria, including decisions meeting all goals, most goals, goals no other decisions meet, and most preferred goals. For each decisionfunction, an argumentation-based computational mechanism is defined for computing and explaining the selected decisions. The connection between decision making and argumentation semantics is drawn, i.e., selected decisions in a decision making framework are admissible arguments in the corresponding argumentation framework. The main advantage of this approach is that it not only selects decisions but also gives an argumentation-based justification of selected decisions. I will present a case study using medical literature selection to show the applicability of this approach.
个人简介:
XiuyiFan, 博士,毕业于帝国理工学院(Imperial College London),并留校任职。之前在美国犹他大学(The University of Utah)获取本科和硕士学位。主要研究方向是:Computational Logic and Argumentation、Multi-Agent System and Simulation。研究成果主要发表在人工智能领域顶级会议IJCAI、ECAI、AAMAS、ICRA等。