Bet365 app download title: New geo-social network recommendation paradigm and architecture
Bet365 app download time:June 14No. (Tuesday) morning9:00-10:30
Tencent conference number:456-934-383
Abstract: Mobile Internet andRapid development of 5G communication technology,Have spawned a large number of geographical social network applications (such as Foursquare、Yelp and Google Place)。This type of application provides users with an open online platform,Allows users to visit various points of interest (such as movie theaters、Gallery and Hotel) for check-in,And share their life experiences and fun。The geographical location information contained in geo-social network applications establishes a bridge for users to communicate between social networks and the real world。Designing a new geo-social recommendation service,Important practical implications for both individual users and groups: helping them explore interesting places,Try novel activities,Meet like-minded partners。This Bet365 app download will introduce three emerging geo-social recommendation models: faceRecommended to mobile users’ points of interest、POI recommendation for dynamic groups and partner-based POI recommendation。Also,To enhance the robustness and security of geosocial recommendations,The Bet365 app download will also explore novel embedded recommendation frameworks。
Personal introduction: Dr. Yin Hongzhi is currently the director of the Big Data Intelligence Laboratory at the Bet365 app download of Queensland, Australia (top 50 universities in the world),Was named a leader in data mining and analysis by Australia's Research 2020 magazine,And was selected into AMiner's annual list of the world's 2000 most influential scholars in artificial intelligence in 2022 (top 100 in data mining)。 Professor Yin graduated from Peking Bet365 app download with a Ph.D. in 2014,His thesis was shortlisted for the outstanding doctoral thesis of Peking Bet365 app download。His current research interests include recommendation systems、Graph embedding and mining、Intelligent chat robot、Social media analysis and mining、Edge Machine Learning、Trusted machine learning and smart medical care, etc.。Published more than 210 high-level papers,Includes more than 120 CCF Category A and more than 70 Category B papers,Covers top conferences and journals in the field of artificial intelligence,such as KDD、SIGIR、WWW、WSDM、SIGMOD、VLDB、ICDE、AAAI、IJCAI、IEEE TKDE、TNNL、VLDB Journal、ACM TOIS etc.。Won the Best Paper Award 6 times,Including 2019 ICDE best papers、2020 DASFAA Best Student Paper、2021 ACM Computing Reviews Best Paper Award、2018 ICDM Best Paper Nomination。He is the recipient of the 2016 Australian Outstanding Youth and the 2021 Australian Outstanding Youth。