Masits – a Multi-agent Based Intelligent Tutoring System Development Methodology
نویسندگان
چکیده
During the last decades intelligent agents integrated in multi-agent systems are accepted as a suitable technology to implement mechanisms of Intelligent Tutoring Systems (ITS), so facilitating ITS development. Still, no adequate methodological support is available for agent based ITS development. Regardless of the fact that general agent-oriented software engineering methodologies are the most suitable for this purpose, ITSs have specific characteristics that need to be taken into consideration during the development process. Additionally, ITSs have their own field of research with important knowledge gained, that is useful during the ITS development. The paper presents the specific ITS development methodology named MASITS to support agent based ITS development. The methodology integrates results of ITS research into the most appropriate techniques used in agent-oriented software engineering methodologies. The paper presents also the corresponding tool for support of the methodology and gives a brief description of case study of the methodology and the tool.
منابع مشابه
Department of Systems Theory and Design
The intelligent agents' research team of the Department of System theory and Design (DSTD) lead by prof. Janis Grundspenkis and assistant prof. Egons Lavendelis is working in the rapidly developing branch of artificial intelligence systems – intelligent agents and multi-agent systems. The theoretical research includes the following directions. Agent interaction protocols for different purposes,...
متن کاملMASITS Methodology Supported Development of Agent Based Intelligent Tutoring System MIPITS
Many Intelligent Tutoring Systems (ITS) have been developed to add adaptivity and intelligence to e-learning systems. Intelligent agents are widely used in ITSs due to their characteristics such as modularity and facilitation of intelligent mechanism implementation. At the same time development of agent based ITS is complicated and methodological support is needed to enable industrial adoption ...
متن کاملA Multi-Agent Based Framework to Build Intelligent Tutoring Systems
Intelligent agent approaches have been applied to designing and development of new ITS (Intelligent Tutoring Systems). However the design of such systems is mainly based on ad-hoc approaches. In this paper, we adopt a multi-agent approach which explores knowledge engineering and an important feature of software engineering based on design experiences: frameworks. Here, we describe a conceptual ...
متن کاملMastem: A Mathematics Tutoring Multi-Agent System
The results of IDEB 2009 indicate the elementary students are failing mathematics exams. It is well known Intelligent Tutoring Systems could of be assistance in such cases because they are always available and resourceful. However, tutor systems need to be autonomous, flexible and adaptable. We claim that agent orientation has the natural paradigm for the development of such systems. The object...
متن کاملMIPITS - An Agent based Intelligent Tutoring System
During the last decades many Intelligent Tutoring Systems (ITS) are developed to add adaptivity and intelligence to the e-learning systems. Intelligent agents and multi-agent systems are widely used to implement intelligent mechanisms for ITSs due to their characteristics. The paper presents an agent based ITS for the course “Fundamentals of Artificial Intelligence” named MIPITS. The MIPITS sys...
متن کامل