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

页码：13 / 22

页数：10

共 50 条

[21] An adaptive e-Learning System based on Intelligent Agents
Chang, Yi-Hsing
Lu, Tsung-Yi
Fang, Rong-Jyue
[J]. PROCEEDINGS OF THE 6TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED COMPUTER SCIENCE, 2007, : 201 - +
[22] Intelligent Component for adaptive E-learning Systems
Firte, Adina Anca
Bratu, Camelia Vidrighin
Cenan, Calin
[J]. 2009 IEEE 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING, PROCEEDINGS, 2009, : 35 - 38
[23] MASHA-EL:: A multi-agent system for supporting adaptive e-Learning
Garruzzo, Salvatore
Rosaci, Domenico
Sarne, Giuseppe M. L.
[J]. 19TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL II, PROCEEDINGS, 2007, : 103 - +
[24] Adaptive intelligent tutoring systems for e-learning systems
Phobun, Pipatsarun
Vicheanpanya, Jiracha
[J]. INNOVATION AND CREATIVITY IN EDUCATION, 2010, 2 (02): : 4064 - 4069
[25] A MULTI-AGENT ARCHITECTURE FOR LEARNING PATHS-BASED PERSONALIZED E-LEARNING SYSTEMS
Ivanova, Tatyana
[J]. INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2023, 15 (04): : 49 - 60
[26] A collaborative e-learning system based on multi-agent
Wang, J
Sun, YH
Fan, ZP
Liu, Y
[J]. INTERNET AND NETWORK ECONOMICS, PROCEEDINGS, 2005, 3828 : 455 - 463
[27] Multi-Agent Based Dynamic E-Learning Environment
AlZahrani, Saleh
Ayesh, Aladdin
Zedan, Hussein
[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2009, 4 (02) : 61 - 77
[28] MASCE: A multi-agent system for Collaborative E-learning
Mahdi, Hani
Attia, Sally S.
[J]. 2008 IEEE/ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1-3, 2008, : 925 - 926
[29] A Multi-agent Approach to Development of E-Learning Facilities
Terzieva, Valentina
Kademova-Katzarova, Petia
Andreev, Rumen
[J]. THIRD INTERNATIONAL CONFERENCE ON SOFTWARE, SERVICES AND SEMANTIC TECHNOLOGIES S3T 2011, 2011, 101 : 219 - 220
[30] Intelligent Agent-Based e-Learning System for Adaptive Learning
Lai, Hokyin
Wang, Minhong
Wang, Huaiqing
[J]. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2011, 7 (03) : 1 - 13

← 1 2 3 4 5 →