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个人简介
His current research and research group interests are in intelligent information processing systems such as:
Intelligent AI cyberinfrastructure and portals with a special interest in computer and information science, chemistry, materials science, economics, medicine, biology and archaeology.
Deep learning with grammars, automata, and rules.
Novel web tools, search engines, scientometrics, web search and measurement.
Scholarly big data: large scale knowledge and information management and extraction, information retrieval, entity disambiguation and record linking, metadata extraction, text and data mining, machine learning, digital libraries and web databases, web services and social networks.
Automated extraction, mining and integration of data and text and tools for Science of Science and Team Science and learning at scale.
Novel applications and architectures of intelligent information systems and artificial intelligence for big data.
Business and economic models for artificial intelligence, search and search engines.
His research is or has been supported by NSF, NASA, DARPA, Microsoft, FAST Search and Transfer, Ford, IBM, Internet Archive, Lockheed-Martin, Alcatel/Lucent, NEC, Raytheon, Smithsonian, US Department of Treasury, and Yahoo. He has consulted for or been on advisory boards of NEC, FAST Search and Transfer, PJM, KXEN, Databrary, US Department of Treasury, and the US Department of Defense.
Intelligent AI cyberinfrastructure and portals with a special interest in computer and information science, chemistry, materials science, economics, medicine, biology and archaeology.
Deep learning with grammars, automata, and rules.
Novel web tools, search engines, scientometrics, web search and measurement.
Scholarly big data: large scale knowledge and information management and extraction, information retrieval, entity disambiguation and record linking, metadata extraction, text and data mining, machine learning, digital libraries and web databases, web services and social networks.
Automated extraction, mining and integration of data and text and tools for Science of Science and Team Science and learning at scale.
Novel applications and architectures of intelligent information systems and artificial intelligence for big data.
Business and economic models for artificial intelligence, search and search engines.
His research is or has been supported by NSF, NASA, DARPA, Microsoft, FAST Search and Transfer, Ford, IBM, Internet Archive, Lockheed-Martin, Alcatel/Lucent, NEC, Raytheon, Smithsonian, US Department of Treasury, and Yahoo. He has consulted for or been on advisory boards of NEC, FAST Search and Transfer, PJM, KXEN, Databrary, US Department of Treasury, and the US Department of Defense.
研究兴趣
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CoRR (2024)
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AAAI 2023no. 8 (2023): 9327-9335
PROCEEDINGS OF THE 2023 ACM SYMPOSIUM ON DOCUMENT ENGINEERING, DOCENG 2023pp.24:1-24:4, (2023)
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