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An artificial intelligence agent technology based web distance education system
- Source :
- Journal of Intelligent & Fuzzy Systems. 40:3289-3299
- Publication Year :
- 2021
- Publisher :
- IOS Press, 2021.
-
Abstract
- Based on the analysis of the characteristics of artificial intelligence and agent, this paper discusses the feasibility of introducing Web services and intelligent agent technology into online teaching and learning and proposes a modern distance education system model based on artificial intelligence agent technology web. The architecture integrates the advantages of Agent technology and Web services. Starting from improving the shortcomings of the traditional Web-based distance teaching system, it strives to increase learners’ self-directed learning interest, monitor students’ emotions, and exchange knowledge between teaching agents. To realize students’ on-demand learning according to their aptitude, teachers’ teaching ultimately improve the system’s flexibility, personalization, and artificial intelligence. Under the guidance of learning communities and other theories, construct learner model ontology inference rules. Based on the learner’s relationship characteristics, the knowledge domain that the learner is interested in is inferred, thus constructing an intelligent information retrieval system. Knowledge retrieval is realized quickly and accurately, thereby verifying the application of learner relationship characteristics in digital learning.
- Subjects :
- Statistics and Probability
Computer science
business.industry
05 social sciences
Distance education
General Engineering
050301 education
03 medical and health sciences
0302 clinical medicine
Artificial Intelligence
ComputingMilieux_COMPUTERSANDEDUCATION
030212 general & internal medicine
Artificial intelligence
business
0503 education
Subjects
Details
- ISSN :
- 18758967 and 10641246
- Volume :
- 40
- Database :
- OpenAIRE
- Journal :
- Journal of Intelligent & Fuzzy Systems
- Accession number :
- edsair.doi...........f4a19dcf6263e004854a3baeb8f9f476
- Full Text :
- https://doi.org/10.3233/jifs-189369