Source: Expert knowledge
This article is about 1500 words, recommends reading 10 minutes.
This article introduces the course "Introduction to Knowledge Graph" by Professor Chen Huajun, School of Computer Science, Zhejiang University.
Knowledge Graph is one of the cutting-edge technologies of artificial intelligence, and it has been very hot in the past two years. No matter which direction you are doing computer, I believe that you will be able to experience it in your daily study and life. In order to understand the knowledge graph more systematically, the editor found the ppt of the "Introduction to Knowledge Graph" course offered by Professor Chen Huajun from the School of Computer Science of Zhejiang University, hoping to help all students who are interested in the knowledge graph.
Course name: "Introduction to Knowledge Graph" Course teacher: Chen Huajun Personal homepage: https://person.zju.edu.cn/huajun
Teacher profile
Chen Huajun, professor and doctoral supervisor. Head of Alibaba Knowledge Engine Joint Laboratory of Zhejiang University, Deputy Director of Zhejiang Provincial Key Laboratory of Big Data Intelligent Computing, Deputy Director of Knowledge Engineering and Distributed Intelligence Professional Committee of China Artificial Intelligence Society, Language and Knowledge Computing Professional Committee of Chinese Information Society of China Deputy Director, initiator of OpenKG, Chinese Open Knowledge Graph. The main research directions are knowledge graphs, natural language processing, big data and knowledge discovery, biomedical information, etc. In top international conferences or journals such as IJCAI, WWW, KR, ISWC, EMNLP, NAACL, AAAI/IAAI, ICDE, IEEE Magazine on Computational Intelligence, IEEE Intelligent System, IEEE Transaction on Knowledge and Data Engineering, Briefings in Bioinforamtics, BMC Bioinformatics, etc. Published many papers and won the ISWC Best Paper Award at the International Semantic Web Conference. As the person in charge, he has presided over more than 20 key projects of the National Natural Science Foundation of China, key national research and development projects, major national science and technology projects and corporate cooperation projects. He has won the first prize of the Ministry of Education for Technology Invention and the second prize of the National Science and Technology Progress Award.
Course Catalog
➤ Lecture 1: Knowledge Graph Overview
➤ Lecture 2: Knowledge Graph Representation and Modeling
➤ Lecture 3: Knowledge Graph Storage and Association Query
➤ Lecture 4: Knowledge Graph Construction and Relationship Extraction
➤ Lecture 5: Knowledge Graph Representation Learning and Relevant Reasoning
➤ Lecture 6: Semantic Search and Knowledge Graph Questions and Answers
Get "Introduction to Knowledge Graph" course PPT, you can reply back to the background of "Introduction to Knowledge Graph" "190519" download
Chen Huajun teacher courseware show
Editor: Wang Jing
Proofreading: Wang Xin
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