BOKHARI- Intelligent Multi-agent based e-Learning System (IMBLS) for Interactive Distance Learning

نویسندگان

  • Mohammad Ubaidullah Bokhari
  • Sadaf Ahmad
چکیده

The major challenge for developing country like India is that there is a large and diverse population of students and insufficient number of qualified teachers as well as lack of infrastructure for such large population. Distance learning mode has shown a capability to address these concerns, even though a lot of progress taken place in this field, but interactivity is still the major concern in Distance Learning Environment (DLE) is to make it as much interactive as classroom teaching while retaining the other benefits of E-learning systems like ease of access and time management. Multi-agent based system had shown its capability in the field of E-learning in order to develop an E-learning system which is collaborative, Interactive, Adaptive and Intelligent. This paper highlights the flaws in the existing systems and proposes a new Multi-agent based E-learning Architecture named BOKHARIIntelligent Multi-agent based e-Learning System (BOKHARIIMBLS) that is a web based interactive E-Learning system designed for the distance learning environment. Its architecture is based upon seven individual agents working in a collaborative fashion to provide an E-learning environment that is interactive, adaptive, collaborative, secure and efficient. The main focus of the system is to enhance the interactivity at the user level as well as to reduce the complexity of the system. This system has an abstraction layer in the form of a web portal that hides the complexity of internal details of the system working from the end user and provides easy handling of the system. BOKHARI-IMBLS provides the learning material to the learners according to their personalized needs, monitors the learning behavior of the student. It allows Student to collaborate with their tutor as well as fellow Students beside this it also takes care of security issues of E-learning systems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Design for Interactive E-learning Based upon Multi- Agent System: I-mbls

The multi agent system is one of the emerging trends being used today and the application of multi-agent systems is spreading in almost every field. It can provide better solutions to very complex and restrictive system. Here in this paper, we propose a new Multi agent based Architecture named I-MBLS (Interactive Multi-Agent Based Learning System) that we have designed for distance learning on ...

متن کامل

Voltage Coordination of FACTS Devices in Power Systems Using RL-Based Multi-Agent Systems

This paper describes how multi-agent system technology can be used as the underpinning platform for voltage control in power systems. In this study, some FACTS (flexible AC transmission systems) devices are properly designed to coordinate their decisions and actions in order to provide a coordinated secondary voltage control mechanism based on multi-agent theory. Each device here is modeled as ...

متن کامل

An Online Q-learning Based Multi-Agent LFC for a Multi-Area Multi-Source Power System Including Distributed Energy Resources

This paper presents an online two-stage Q-learning based multi-agent (MA) controller for load frequency control (LFC) in an interconnected multi-area multi-source power system integrated with distributed energy resources (DERs). The proposed control strategy consists of two stages. The first stage is employed a PID controller which its parameters are designed using sine cosine optimization (SCO...

متن کامل

Improving Interactivity in E-learning with Jade – Java (agent Framework for Distance Learning Environments

Sponsored by FAPERGS (ARD program), CAPES (PAPED program) and CNPq (PROTEM-CC program) 1 Ricardo Azambuja Silveira, Universidade Federal de Pelotas UFPEL e Universidade Federal do Rio Grande do Sul -UFRGS [email protected] 2 Rosa Maria Vicari Universidade Federal do Rio Grande do Sul -UFRGS [email protected] Abstract  Most traditional computer based learning systems lack to provide adaptive t...

متن کامل

A New Approach to Multi Agent Based Architecture for Secure and Effective E-learning

Multi-agent system is one of the emerging trends in computer science. It can provide new solutions to very complex and restrictive system. The application of multi-agent systems is spreading in almost every field though e-learning is also not left untouched. E-learning has provided us with the capability of providing quality education to masses without restricting them to specific time or place...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014