Use of Intelligent Agents in the Learning Process Management Tasks

被引:0
|
作者
Kotova, E. E. [1 ]
机构
[1] St Petersburg Electrotech Univ LETI, Dept Automat & Control Proc, St Petersburg, Russia
关键词
learning process; dynamic approach; analytical methods; Intelligent agents; management model; didactic resources; learning content; DYNAMIC-SYSTEMS MODEL; DEVELOPMENTAL MECHANISMS; VYGOTSKY; PIAGET;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Advances in modeling and knowledge representation, data mining, semantic Internet, analytical methods and open data are the basis for new models of knowledge analysis. The growth of information and data exceeds the ability of organizations to analyze them. This problem is particularly expressed in terms of knowledge and learning processes. Analytical methods can be successfully applied in studying trends and planning changes at the level of training courses, programs, innovative scientific directions of training specialists. Intelligent agents are used to analyze student's data and contexts in order to understand and optimize the learning environment and didactic resources.
引用
收藏
页码:180 / 183
页数:4
相关论文
共 50 条
  • [1] On the use of intelligent agents as partners in training systems for complex tasks
    Ioerger, TR
    Sims, J
    Volz, RA
    Workman, J
    Shehilske, WL
    PROCEEDINGS OF THE TWENTY-FIFTH ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, PTS 1 AND 2, 2003, : 605 - 610
  • [2] Intelligent agents that span the process management spectrum
    Debenham, John
    Simoff, Simeon
    2006 3RD INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2006, : 378 - 381
  • [3] Tasks as context for intelligent agents
    Lister, K
    Sterling, L
    IEEE/WIC INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS, 2003, : 154 - 160
  • [4] Using learner agents across several learning tasks in intelligent tutoring systems
    Limoanco, T
    Sison, R
    ARTIFICIAL INTELLIGENCE IN EDUCATION: SHAPING THE FUTURE OF LEARNING THROUGH INTELLIGENT TECHNOLOGIES, 2003, 97 : 467 - 469
  • [5] Clarifying roles: The use of intelligent agents in knowledge management
    Rubenstein-Montano, B
    CHALLENGES OF INFORMATION TECHNOLOGY MANAGEMENT IN THE 21ST CENTURY, 2000, : 691 - 692
  • [6] Agent based process management: applying intelligent agents to workflow
    O'Brien, PD
    Wiegand, ME
    KNOWLEDGE ENGINEERING REVIEW, 1998, 13 (02): : 161 - 174
  • [7] Soft Computing Agents in intelligent routing tasks
    Lakov, D
    LARGE SCALE SYSTEMS: THEORY AND APPLICATIONS 2001 (LSS'01), 2001, : 243 - 248
  • [8] Intelligent Agents and Game-Based Learning Modules in a Learning Management System
    Kuk, Kristijan
    Rancic, Dejan
    Pronic-Rancic, Olivera
    Randelovic, Dragan
    AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGY AND APPLICATIONS, KES-AMSTA 2016, 2016, 58 : 233 - 245
  • [9] Application of Intelligent Agents to Control the Process of Blended Learning in an Educational Environment
    Kotova, E. E.
    2016 IEEE V FORUM STRATEGIC PARTNERSHIP OF UNIVERSITIES AND ENTERPRISES OF HI-TECH BRANCHES (SCIENCE EDUCATION INNOVATIONS), 2016, : 39 - 42
  • [10] Intelligent agents technology applied to tasks scheduling and communications management in a critical care telemonitoring system
    Dafonte Vazquez, Jose Carlos
    Castro Martinez, Alfonso
    Gomez, Angel
    Arcay Varela, Bernardino
    COMPUTERS IN BIOLOGY AND MEDICINE, 2007, 37 (06) : 760 - 773