An agent -based Intelligent System to enhance E-Learning through Mining Techniques
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 3
Abstract
The growth of Internet has created new ways for education systems. Learners and teachers realize their pedagogic ctivities with less effort, time and money. Agent Based ntelligent System (ABIS) have proved their worth in multiple ays and in multiple domains in Education. In this paper the pplication of an agent-based Intelligent System for enhancing E-learning is introduced. An ABIS is a system that provides irect customized instruction or feedback to students without he intervention of human beings. With the explosion of content on the World Wide Web (WWW), the scope of application of ata and Web Mining to E- Learning applications has ncreased tremendously. In this work, we identify a set of applications which go one step ahead from ABIS and use the WWW to aid the learning process of the “learning object ontent”. Each application has a high level of coupling with the knowledge representation model, which models the resources stored in the Digital Library. This research presents the hitecture for simplifying and automating the process of eating the domain model for an intelligent e-learning system. In this work we present an Knowledge representation of ducational resources, using the World Wide Web. The ffective and accurate intelligent systems based on the mining technologies have become the most important research issue. An agent-based recommendation system helps communities of learners in searching the web for information. This paper eports on the conceptual structure that has evolved to define e development process for the pedagogical agents. It also oposes getting rich source of Information, such as the perlinks among pages or the Web usage information using eb data mining technology Based on intelligent search ystems and here we propose an architecture model of e- Learning process using the agent paradigm.
Authors and Affiliations
S. Prakasam , Prof. Dr. R. M. Suresh,
Keywords
Related Articles
- EP ID EP150193
- DOI -
- Views 94
- Downloads 0
Architecture design of a virtualized embedded system
Nowadays, embedded systems have become a major driver of technological developments particularly in the industrial sector. In an embedded system, the hardware and software components are so intertwined that evolution is...
SUPPORT VECTOR MACHINE BASED GUJARATI NUMERAL RECOGNITION
In this paper we propose the Support Vector Machine (SVM) based recognition scheme towards the recognition of Gujarati handwritten numerals. The preprocessing is done considering morphological operations. For computing t...
USE OF OPEN SOURCE TECHNOLOGIES FOR ENTERPRISE SERVER MONITORING USING SNMP
This paper focuses on the evolving trend of Data Center Monitoring in enterprise using SNMP protocol & open source platforms for proactive server monitoring and data center management. It also focuses on the need of...
Development of Framework for Automatic Speech Recognition
In this paper we have proposed an automatic speech recognition framework using agents. In this we have included both audio recognition and visual recognition. The audio and visual modalities are complementary to each oth...
SSL-MAP: A More Secure Gossamer-based Mutual Authentication Protocol for Passive RFID Tags
Abstract— RFID systems that employ passive RFID tags, are run using lightweight protocols. The Gossamer protocol is a case in point. However, it is found that the Gossamer protocol uses rather simple operations, in order...