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墨爾本大學張瑞教授訪問社交網絡數據智能實驗室
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2019-12-16

        2019年12月16日,墨爾本大學計算與信息系統學院張瑞教授訪問社交網絡數據智能實驗室,做題目位為"AI technologies for building intelligent chatbots and knowledge bases"的學術報告,蔣運承教授作為主持人向大家介紹了張瑞教授的基本信息及研究方向。張瑞教授從人工智能音箱作為例子,引出此次報告的主題,詳細闡述了知識圖譜在構建、融合、具體應用等方面的研究工作,同時介紹了所在實驗室在知識圖譜應用于智能地圖導航應用方面的研究。隨后,與實驗室湯庸教授、博士生袁成哲、湯志康、常超、陳萬德等進行了交流,進一步探討了大數據、知識圖譜的合作研究課題。

圖1 張瑞教授訪問合影

圖2 張瑞教授報告

圖3 進一步交流探討


報告摘要:Intelligent virtual assistants (or chatbots) such as Amazon Alexa and Google Homes are getting great success. These kind of dialogue based human-computer interface systems will grow more prevalent due to their more natural and convenient interaction with users. In this talk, I will give an overview of how chatbots work and how they can have dialogues with humans intelligently making use of knowledge bases. I will also discuss recent advances in AI technologies for building intelligent chatbots and knowledge bases. 

報告人簡介:Dr Rui Zhang is a Professor and leader of the Big Data and Knowledge Research Theme at the School of Computing and Information Systems of the University of Melbourne. He is an internationally leading researcher in the area of AI (machine learning), big data and data mining. Professor Zhang has won several awards including the prestigious Future Fellowship by the Australian Research Council in 2012, Chris Wallace Award for Outstanding Research by the Computing Research and Education Association of Australasia (CORE) in 2015, and Google Faculty Research Award in 2017. His inventions have been adopted by major IT companies such as AT&T and Microsoft. He proposed a novel technique for computing primitive statistics efficiently on extremely fast TCP/IP packet streams, which is used in many backbone servers of AT&T. He developed a temporal index called version compressed TSB-tree, which has been implemented in Microsoft’s flagship database product, Microsoft SQL Server. Dr Rui Zhang obtained his Bachelor's degree from Tsinghua University in 2001, PhD from National University of Singapore in 2006, and has then started as a faculty member in The University of Melbourne since 2007. Before joining the University of Melbourne, he has been a visiting research scient.


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