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个人简介
My research generally concerns data management, spanning database, data mining, big data and data science. My work involves different types of data such as spatial data, outdoor GPS data, indoor positioning data (e.g., RFID, Bluetooth and Wi-Fi data), and social media data (e.g., Tweets). In a good deal of my research, a particular attention is paid to locations, either explicit or implicit, in the data. A general purpose of such research is to find valuable information and knowledge efficiently from the data, which in turn are expected to enable, improve, and enrich location based services in various, especially non-conventional, scenarios. Recently, I've also been working on data cleaning and data analytics in spatial and social contexts, with a particular interest in designing effective methods applying machine learning models.
研究兴趣
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 4 (2024): 1582-1596
World Wide Webno. 2 (2024): 1-17
EDBTpp.632-644, (2023)
31ST ACM SIGSPATIAL INTERNATIONAL CONFERENCE ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS, ACM SIGSPATIAL GIS 2023pp.309-312, (2023)
CoRRno. 9 (2023): 2212-2224
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMSno. 5 (2023): 3321-3345
PROCEEDINGS OF THE VLDB ENDOWMENTno. 3 (2023): 345-358
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