HomePage:
Bio:
Lu Zhou is a Postdoctoral Fellow in Data Semantics Laboratory at Kansas State University. He is currently working with Dr. Pascal Hitzler on the topic of Knowledge Graphs and Semantic Data Integration and Deep Deductive Reasoning. More specifically, Knowledge Graph Construction and Enrichment, Ontology Matching and Alignment, Entity Linking, Coreference Resolution, Natural Language Processing, Applied Machine Learning, and Neural-Symbolic Integration.
He can be reached at kbzhoulu [at] gmail [dot] com; luzhou [at] ksu [dot] edu; Google Scholar; LinkedIn
Education:
- 2016 - 2020 Ph.D. Computer Science, Data Semantics Lab, Kansas State University, Manhattan, KS, US (GPA 4.00)
Dissertation: Towards Automated Complex Ontology Alignment Using Rule-based Machine Learning - 2012 - 2014 M.S. Computer Engineering, Kno.e.sis Center, Wright State University, Dayton, OH, US (GPA 3.65)
Thesis: Mining and Understanding Regret Tweets - 2007 - 2011 B.S. Computer Science, Jiaotong University, Dalian, Liaoning, China
Skills:
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Major Programming Languages: Java, Python, C++, SQL, SPARQL, JavaScript, HTML, CSS, Scala, UML
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Machine Learning: Weka, Scikit-Learn, Classification, Regression, Clustering
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Deep Learning: TensorFlow, PyTorch, Keras, CNN, RNN, LSTM, GNN, Word Embedding, Graph Embedding
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Natural Language Processing: NLTK, Stanford CoreNLP, DBpedia Spotlight, OpenNLP
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Big Data: Spark, Hadoop, MapReduce, AWS
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Knowledge Representation: Protégé, Apache Jena, OWL, RDF, RDFS, RDFLib, GraphDB, Virtuoso, Neo4J
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Database Management: MySQL, PostgreSQL
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Code Management: GitHub
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Coursera Certificates: Neural Networks and Deep Learning, Sequence Models, Structuring Machine Learning Projects
Research Projects:
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Enslaved: Peoples of the Historical Slave Trade (phase 3) (The Andrew W. Mellon Foundation. Mar 2021 - Feb 2023)
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EAGER: Open Science Data in Semantic Web Research (National Science Foundation, Aug 2020 - July 2022)
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Convergence Accelerator Phase II: A1: KnowWhereGraph: Enriching and Linking Cross-Domain Knowledge Graphs using Spatially Explicit AI Technologies (National Science Foundation, Aug 2020 - July 2022)
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Convergence Accelerator Phase I (RAISE): Spatially explicit models, methods, and services for Open Knowledge Networks (OKN) (National Science Foundation, Aug 2019 - Apr 2020)
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Ontology Modeling for the Historic Slave Trade (the Andrew W. Mellon Foundation, Apr 2018 - Sep 2020)
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EarthCube Building Blocks: GeoLink - Leveraging Semantics and Linked Data for Data Sharing and Discovery in the Geosciences (National Science Foundation, Sep 2014 - Aug 2017)
Service:
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Editorial Assistant:
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Semantic Web Journal (SWJ), 2020 - present
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PC member:
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The Twentieth International Semantic Web Conference (ISWC), 2021
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The Fifteenth International Conference on Advances in Semantic Processing (SEMAPRO), 2021
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The Third Knowledge Graph and Semantic Web (KGSWC), 2021
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International Conference on Information and Knowledge Management (CIKM), 2020, 2021
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Workshop on The Semantic Web in Practice: Tools and Pedagogy (PRAXIS) at International Semantic Web Conference (ISWC), 2020
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Peer Reviewer:
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Knowledge Engineering Review (KER)
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ournal of Computers and Applications (IJCA)
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Future Generation Computer Systems (FGCS)
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Data Science Journal (DS)
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Organizer:
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Workshop of Ontology Design Pattern (WOP), 2020
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Session in Inter-operational Semantic Resources in Earth and Environmental Science, U.S. Semantic Technologies Symposium (US2TS), 2020
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Conference track, Complex track, and Geolink Cruise track in Ontology Alignment Evaluation Initiative (OAEI), 2018 - present
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Sub-Reviewer:
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ACM Transactions on Social Computing (TSC)
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International Semantic Web Conference (ISWC), 2017, 2018, 2020, 2021
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Iberoamerican Knowledge Graph and Semantic Web Conference (KGSWC), 2019
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International Workshop on Deep Learning for Knowledge Graphs (DL4KG), 2019
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IEEE International Conference on Big Data (BigData), 2018
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Extended Semantic Web Conference (ESWC), 2017, 2018
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Society, Privacy and the Semantic Web - Policy and Technology (PrivOn), 2016
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International Conference on Knowledge Engineering and Knowledge Management (EKAW), 2016
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Invited talk:
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2nd conference on Data Intellgence and Knowledge Service. Title: Research on Generation of Complex Ontology Alignment Benchmark
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