Research on Constructing System of Graphic Knowledge Map Based on Multi-Modal Data
- Resource Type
- Conference
- Authors
- Yang, Huafei; Xin, Rui; Zhang, Nan; Sun, Chengjun; Pan, Jian
- Source
- 2023 IEEE 6th International Conference on Information Systems and Computer Aided Education (ICISCAE) Information Systems and Computer Aided Education (ICISCAE), 2023 IEEE 6th International Conference on. :855-860 Sep, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Correlation
Systematics
Semantics
Knowledge based systems
Media
Feature extraction
Mathematical models
Multimodal data
graphics
knowledge graph
semantic correlation
- Language
- ISSN
- 2770-663X
Aiming at the large number of scattered knowledge systems existing in computer science, a multi-mode domain knowledge map method is proposed. The multimodal data in computer field is mined and a systematic multimodal knowledge map is built. Aiming at different types of multi - media information, a mathematical model of semantic correlation degree analysis is established. A new objective - based classification method is proposed. By extracting the same modal target in multimedia files, the semantic correlation between media in multimedia files is realized. Experiments show that this method can better mine and establish the semantic relation between multi-modal data.