Enhanced Education by Using Intelligent Agents in Multi-Agent Adaptive e-Learning Systems

被引：0
|
作者：
Alexandru, Adriana [1 ]
Tirziu, Eugenia [1 ]
Tudora, Eleonora [1 ]
Bica, Ovidiu [1 ]
机构：
[1] Natl Inst Res & Dev Informat, RO-011455 Bucharest, Romania
来源：
STUDIES IN INFORMATICS AND CONTROL | 2015年 / 24卷 / 01期
关键词：
Intelligent agents; adaptive e-Learning system; intelligent systems; user modelling; tutor modeling; Learning Content Management System; Moodle; ANT COLONY SYSTEM; ARCHITECTURE;
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：
The evolution of Web technologies has made e-Learning a popular common way to teach and learn both in school and non-school settings. This paper provides an education-oriented approach for building personalized e-Learning environments that focuses on putting the learners' needs in the centre of the development process. The proposed agent-based adaptive architecture extends Moodle platform in order to support instructional decisions and adaptive behaviour. The paper describes the characteristics, functions, and interactions of the agents which take part in each module of the adaptive architecture, as well as an intelligent agent for instructional decisions making. The aim of this agent is to collect information generated by the rest of agents and to provide the best personalised support for the final users, tutors and students, taking into account their attitudes towards the learning environment.
引用
收藏
页码：13 / 22
页数：10
相关论文
共 50 条
  • [31] An Approach for Fault Tolerance in Multi-Agent Systems using Learning Agents
    Bouzahzah, Mounira
    Maamri, Ramdane
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2015, 11 (03) : 30 - 44
  • [32] WEB APPLICATION FOR AN ADAPTIVE MULTI-AGENT E-LEARNING SYSTEM: A CONTINUOUS IMPROVEMENT OF E-CONTENT
    Hammami, Salah
    Mathkour, Hassan
    [J]. JOURNAL OF WEB ENGINEERING, 2014, 13 (1-2): : 67 - 86
  • [33] Special issue on logics for intelligent agents and multi-agent systems
    Orgun, Mehmet A.
    Governatori, Guido
    Liu, Chuchang
    Reynolds, Mark
    Sattar, Abdul
    [J]. JOURNAL OF APPLIED LOGIC, 2011, 9 (04) : 221 - 222
  • [34] Intelligent agents using a genetic algorithm in e-learning
    Agarwal, Rakesh
    Bajaj, Nonika
    [J]. 2ND INTERNATIONAL CONFERENCE ON E-LEARNING, PROCEEDINGS, 2007, : 1 - 6
  • [35] Multi-Agent System for Recommending Learning Objects in E-Learning Environments
    Almeida, Thais Oliveira
    de Magalhaes Netto, Jose Francisco
    Mota Lopes, Arcanjo Miguel
    [J]. 2021 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE 2021), 2021,
  • [36] ADAPTATION TO LEARNERS' LEARNING STYLES IN A MULTI-AGENT E-LEARNING SYSTEM
    Pham Quang Dung
    Florea, Adina Magda
    [J]. LEVERAGING TECHNOLOGY FOR LEARNING, VOL II, 2012, : 259 - 266
  • [37] Multi-agent intelligent systems
    Krause, LS
    Dean, C
    Lehman, LA
    [J]. ENABLING TECHNOLOGIES FOR SIMULATION SCIENCE VII, 2003, 5091 : 58 - 65
  • [38] An XML multi-agent system for e-learning and skill management
    Garro, A
    Palopoli, L
    [J]. AGENT TECHNOLOGIES, INFRASTRUCTURES, TOOLS, AND APPLICATIONS FOR E-SERVICES, 2002, 2592 : 283 - 294
  • [39] Role Based Multi-Agent System for E-Learning (MASeL)
    Hameed, Mustafa
    Akhtar, Nadeem
    Missen, Malik Saad
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2016, 7 (03) : 194 - 200
  • [40] Optimizing Dynamic Multi-Agent Performance in E-Learning Environment
    Al-Tarabily, Mariam M.
    Abdel-Kader, Rehab F.
    Azeem, Gamal Abdel
    Marie, Mahmoud I.
    [J]. IEEE ACCESS, 2018, 6 : 35631 - 35645
12345