Faculty

Institution

Unit

Venue

Yuan An

Associate Professor and Director of International Programs

Drexel University

Affiliations

College of Computing & Informatics

Department of Information Science

Yuan An is currently serving as a College Of Computing & Informatics Associate Professor and Director of International Programs at Drexel University.

Honors

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Experiences

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Education

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Yuan An

Drexel University

Associate Professor and Director of International Programs

You can click a keyword to filter the displayed items

computer science machine learning informatics natural language processing information retrieval knowledge graphs knowledge discovery linguistics systems engineering semantics databases ontology (information science) public health machine learning research big data health informatics semantic web ontology engineering relational tables semantic mappings scientific computing intelligent computing health technology semantic learning structure discovery database theory word embeddings database technology semantic similarity question answering complex semantic mappings entity-relationship diagram automatic tool complex mappings logic in computer science composite science world wide web biomedical informatics professional development recommender systems knowledge management online information multimedia information processing semantic approach semantic representation semantic technologies semantic interpretation computational semantics formal semantics occupational hygiene occupational epidemiology exposure assessment hidden markov model knowledge integration named-entity recognition discoverability information discovery knowledge technology knowledge extraction discovery technique clinical databases form finding xml structuring data-intensive computing computed tomography database models simple correspondences schema mapping expressions xml data free-text job descriptions collaborative social modeling search interface segmentation empirical study extra knowledge word embedding models biomedical nlp tasks ontology-based data integration data integration health information science ontology mapping

Notable Scholarly Works

Notable Federal Grants

Collaborators

Characterizing Semantic Ambiguity of the Materials Science Ontologies. (2024)

Scott McClellanYuan AnXintong ZhaoXia LinJane Greenberg

materials science ontologiessemantic ambiguitysemanticsontology (information science)materials science

Enhancing Semantic Interoperability Across Materials Science With Hive4mat. arXiv (Cornell University) (2024)

Greenberg, JanePolson, KioMcClellan, ScottZhao, XintongKalinowski, AlexAn, Yuan

semantic interoperabilitymaterials science

Knowledge Graph Question Answering for Materials Science (Kgqa4Mat). Communications in computer and information science (2024)

Yuan AnJane GreenbergFernando J. Uribe-RomoDiego A. Gómez-GualdrónKyle LangloisJacob FurstAlex KalinowskiXintong ZhaoXiaohua Hu

computer sciencequestion answeringknowledge graph questioninformation scienceknowledge graphsmaterials science

Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks. Communications in computer and information science (2024)

Xintong ZhaoKyle LangloisJacob FurstScott McClellanXiaohua HuYuan AnDiego A. Gómez-GualdrónFernando J. Uribe-RomoJane Greenberg

metal-organic frameworksscientific communicationmeta datametadata qualitymetadata managementdata miningmetadata schemadata sciencescientific datadata managementinformation retrievalapplied physicsmaterials science

Representing Knowledge Graph Triples Through Siamese Line Graph Sampling. 2022 International Joint Conference on Neural Networks (IJCNN) (2024)

Alexander KalinowskiYuan An

computer sciencegraph theoryknowledge graph triplesknowledge discoverysiamese line graphneural network (machine learning)knowledge representation and reasoningmachine learning researchgraph neural networksdata sciencecognitive sciencegraphical modelsknowledge graphsmachine learning

Research Evolution of Metal Organic Frameworks: A Scientometric Approach With Human-In-The-Loop. Journal of Data and Information Science (2024)

Xintong ZhaoKyle LangloisJacob FurstYuan AnXiaohua HuDiego Gomez GualdronFernando Uribe-RomoJane Greenberg

information scienceresearch evolutiondata sciencemetal organic frameworks

A Scalable Approach to Aligning Natural Language and Knowledge Graph Representations: Batched Information Guided Optimal Transport. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Alexander KalinowskiDeepayan DattaYuan An

computer scienceknowledge graphsinformation retrievalnatural language processing

Building Community Consensus for Scientific Metadata With Yamz. Data Intelligence (2023)

Jane GreenbergScott McClellanChristopher RauchXintong ZhaoMat KellyYuan AnJohn KunzeRachel OrensteinClaire PorterVanessa MeschkeEric Toberer

scientific metadatacommunity consensusdata sciencemachine learning

Investigating Data Reusability in Density Functional Theory Studies. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Rob FleurAddy IrelandXintong ZhaoScott McClellanEric PaltooTianyu SuChannyung LeeYuan AnXiaohua HuElif ErtekinJane Greenberg

statistical methodologyopen sciencedata reusabilityfair data principlescientometricsdata publishingscientific dataresearch data managementstatistical softwarecomputational reproducibilityreproducible computational researchdata sciencereplicationdata managementfair principlesstatisticsreproducible research

Knowledge Graph Question Answering for Materials Science (Kgqa4Mat): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (Mof-Kg). arXiv (Cornell University) (2023)

An, YuanGreenberg, JaneKalinowski, AlexZhao, XintongHu, XiaohuaUribe-Romo, Fernando J.Langlois, KyleFurst, JacobGómez-Gualdrón, Diego A.

computer sciencematerials engineeringtechnologyknowledge graphsmaterials science

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Yuan An

Associate Professor and Director of International Programs

Drexel University

Affiliations

College of Computing & Informatics

Department of Information Science

Yuan An is currently serving as a College Of Computing & Informatics Associate Professor and Director of International Programs at Drexel University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Yuan An

Drexel University

Associate Professor and Director of International Programs

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Characterizing Semantic Ambiguity of the Materials Science Ontologies. (2024)

Scott McClellanYuan AnXintong ZhaoXia LinJane Greenberg

materials science ontologiessemantic ambiguitysemanticsontology (information science)materials science

Enhancing Semantic Interoperability Across Materials Science With Hive4mat. arXiv (Cornell University) (2024)

Greenberg, JanePolson, KioMcClellan, ScottZhao, XintongKalinowski, AlexAn, Yuan

semantic interoperabilitymaterials science

Knowledge Graph Question Answering for Materials Science (Kgqa4Mat). Communications in computer and information science (2024)

Yuan AnJane GreenbergFernando J. Uribe-RomoDiego A. Gómez-GualdrónKyle LangloisJacob FurstAlex KalinowskiXintong ZhaoXiaohua Hu

computer sciencequestion answeringknowledge graph questioninformation scienceknowledge graphsmaterials science

Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks. Communications in computer and information science (2024)

Xintong ZhaoKyle LangloisJacob FurstScott McClellanXiaohua HuYuan AnDiego A. Gómez-GualdrónFernando J. Uribe-RomoJane Greenberg

Representing Knowledge Graph Triples Through Siamese Line Graph Sampling. 2022 International Joint Conference on Neural Networks (IJCNN) (2024)

Alexander KalinowskiYuan An

Research Evolution of Metal Organic Frameworks: A Scientometric Approach With Human-In-The-Loop. Journal of Data and Information Science (2024)

Xintong ZhaoKyle LangloisJacob FurstYuan AnXiaohua HuDiego Gomez GualdronFernando Uribe-RomoJane Greenberg

information scienceresearch evolutiondata sciencemetal organic frameworks

A Scalable Approach to Aligning Natural Language and Knowledge Graph Representations: Batched Information Guided Optimal Transport. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Alexander KalinowskiDeepayan DattaYuan An

computer scienceknowledge graphsinformation retrievalnatural language processing

Building Community Consensus for Scientific Metadata With Yamz. Data Intelligence (2023)

Jane GreenbergScott McClellanChristopher RauchXintong ZhaoMat KellyYuan AnJohn KunzeRachel OrensteinClaire PorterVanessa MeschkeEric Toberer

scientific metadatacommunity consensusdata sciencemachine learning

Investigating Data Reusability in Density Functional Theory Studies. 2021 IEEE International Conference on Big Data (Big Data) (2023)

Rob FleurAddy IrelandXintong ZhaoScott McClellanEric PaltooTianyu SuChannyung LeeYuan AnXiaohua HuElif ErtekinJane Greenberg

Knowledge Graph Question Answering for Materials Science (Kgqa4Mat): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (Mof-Kg). arXiv (Cornell University) (2023)

An, YuanGreenberg, JaneKalinowski, AlexZhao, XintongHu, XiaohuaUribe-Romo, Fernando J.Langlois, KyleFurst, JacobGómez-Gualdrón, Diego A.

computer sciencematerials engineeringtechnologyknowledge graphsmaterials science

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biomedical informatics

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