【学术讲座预告】Mobile Analytics: Prospects and Opportunities (移动分析:前景与机遇)

发布时间:2021-06-02 17:01 作者: 

讲座题目:Mobile Analytics: Prospects and Opportunities (移动分析:前景与机遇)

   人:熊辉  美国罗格斯-新泽西州立大学教授

    间:2021610(周四) 2000--2130

    大学城校区A6-439会议室 

内容简介

Advances in sensor, wireless communication, and information infrastructure such as GPS, WiFi, and mobile phone technology have enabled us to collect and process massive amounts of mobile data from multiple sources but under operational time. These big data have become a major driving force of new waves of productivity growth, application innovation, and consumer surplus.  The big data are usually immense, fine-grained, diversified, dynamic, and sufficiently information-rich in nature, and thus demand a radical change in the philosophy of data analytics. In this talk, we discuss the technical and domain challenges of big data analytics in mobile environments. In particularly, it is especially important to investigate how the underlying computational models can be adapted for managing the uncertainties in relation to big data process in a huge nebulous environment.  The theme to be covered will include AI enabled map services (e.g. multi-modal travel recommendation), context-aware POI recommendations, POI knowledge graph, and urban cognitive computing.

专家简介

熊辉教授现为美国罗格斯-新泽西州立大学杰出教授、RBS院长讲席教授;曾在学术休假期间担任百度研究院副院长并主管5个实验室。熊辉教授主要研究领域涵盖数据挖掘、商业智能、以及人力资源大数据。他获得的部分荣誉包括AAAS Fellow、IEEE Fellow、ACM杰出科学家、中国教育部长江讲座教授、中国国家基金委海外杰青B类(海外及港澳学者合作研究基金)、哈佛商业评论2018年“拉姆.查兰管理实践奖”-全场大奖、2017 IEEE ICDM Outstanding Service Award、ICDM-2011最佳研究论文奖、和AAAI-2021最佳论文奖。 熊辉教授是Encyclopedia of GIS (Springer)的共同主编,IEEE Transactions on Big Data (TBD)、 ACM Transactions on Knowledge Discovery from Data (TKDD) 和 ACM Transactions on Management Information Systems (TMIS)的编委。曾担任ACM KDD 2012企业及政府专题的共同程序委员会主席、IEEE ICDM 2013的共同程序委员会主席、IEEE ICDM 2015的共同大会主席,以及ACM KDD-2018的研究专题程序委员会主席。在人才培养方面,熊辉教授指导的大多数博士毕业生均成为美国知名大学TENURE-TRACK教授,包括田纳西大学 (University of Tennessee-Knoxville)、亚利桑那大学 (University of Arizona)、纽约州立大学石溪分校(Stony Brook University、中佛罗里达大学(University of Central Florida)、乔治梅森大学(George Mason University、香港城市大学、和欧洲高等商学院 (ESCP Business School - Paris)。

 


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