秦涛

秦涛博士毕业于清华大学电子工程系,现任微软亚洲研究院人工智能研究组主管研究员。他主要从事人工智能、博弈论、机器学习、信息检索、数据挖掘和计算广告学等领域的研究。他在国际顶级期刊和会议上发表相关论文40余篇,持有20余项美国和国际专利。

http://research.microsoft.com/en-us/people/taoqin/

演讲题目:Computational Approaches to Cognitive and Emotional Intelligence

摘要:In this talk, we will introduce our new understandings on human intelligence and artificial intelligence. When talking about human intelligence, we usually mean two things, the cognitive intelligence, which is related to IQ, and the emotional intelligence, which is related to EQ. First, we will introduce our work about cognitive intelligence, i.e., how to make an agent or a robot be perceived cognitively intelligent. We will use an example to show how this can be done, i.e., developing knowledge-powered word embedding techniques to solve verbal comprehension questions in IQ tests. Second, we will introduce our work about emotional intelligence, i.e., how to make an agent or a robot be perceived emotionally intelligent. To do so, the key is to understand human and we will discuss how to model and understand human from three aspects: long term profile, short term interest, and instant action. We will show several examples to demonstrate our technologies.