Paper Info
Title
Models of Behavior of Agents in the Learning Management System
Abstract
The urgency of the research. The behavior of agents as components of a learning management systems is being investigated at all stages of the life cycle of creating and using a software product. Learning management systems are characterized by the fact that the scenarios of their operation is associated with various aspects of educational activity. Directions of functional, emotional and motivational behavior of users are especially relevant. In addition, it is expedient to introduce software agents for the detection and prevention of crisis situations. Target setting. The purpose of research is deal with the close relationship between the behavior of users and the results of their activities in blended learning. The results obtained will test the basic functions of the system and identify their impact on user behavior. Actual scientific researchers and issues analysis. Recent research in various fields of science and practice focuses on user behavior, as well as the formation of special software modules (agents) that detect the problem moments of the system and warn the user. The algorithms of human-machine interaction, communications between users of information systems are studied by scientists from various fields of science and technology. Models of behavior of agents of the management training systems allow to verify the requirements to the system at different stages of the life cycle. For example, to identify the crisis moments of functioning, to consider organizational, motivational and emotional aspects. Uninvestigated problems. We have to focus the opinion on issues that require more detailed research and adaptation for learning management systems. They are: the definition of agents of information systems and their features in learning management systems; consideration of the system as a complex agent; definition of the main agent circuits of the electronic information environment on the basis of the training management system; models of agent behavior patterns and their relevance in the interfaces of program modules and user instructions. The research objective is to shape the behavior patterns of agents in the information management education system. The statement of basic materials. This research includes refinement of such basic definitions as the e-learning management system; the agent; the agent behavior pattern. Such definitions allow us to use the theory of mirrors and to determine the main contours of the functioning of the information system for blended learning in an educational institution. Detailed models are formed for the module of test final control and portfolio of the teacher. Formalized mathematical and informational models are the basis for studying of users behavior and the research basis of university blended learning system functioning. The implementation of the system modules was carried out according to the concept of “Electronic University”. The JetIQ VNTU system is implemented as a multi-agent learning system. Conclusions. The practical result of the exploration is the bundle of formalized models, definition of contours of the blended learning system and its modules. The checklist of the main processes of user behavior patterns and their description in user instructions forms the basis for analyzing of the existence of programing modules (agents) for warning, reminding and helping the user to work in particularly risky moments.
Year
DOI
Venue
2019
10.1109/STC-CSIT.2019.8929751
2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)
Keywords
DocType
Volume
electronic information environment,blended learning,e-learning management system,agent behavior pattern,Zachman card,activity trajectory,JetIQ-project
Conference
3
ISBN
Citations 
PageRank 
978-1-7281-0809-4
0
0.34
References 
Authors
1
3
Name
Order
Citations
PageRank
Oleg Bisikalo100.34
Olena Kovalenko200.68
Yevhen Palamarchuk300.34