A multi-agent system model to integrate Virtual Learning Environments and Intelligent Tutoring Systems
نویسندگان
چکیده
— Virtual learning environments (VLEs) are used in distance learning and classroom teaching as teachers and students support tools in the teaching–learning process, where teachers can provide material, activities and assessments for students. However, this process is done in the same way for all the students, regardless of their differences in performance and behavior in the environment. The purpose of this work is to develop an agent-based intelligent learning environment model inspired by intelligent tutoring to provide adaptability to distributed VLEs, using Moodle as a case study and taking into account students' performance on tasks and activities proposed by the teacher, as well as monitoring his/her study material access.
منابع مشابه
Expressive NLG for Next-Generation Learning Environments: Language, Affect, and Narrative
Recent years have seen the appearance of adaptive learning technologies that offer significant potential for bringing about fundamental improvements in education. A promising development in this arena is the emergence of narrative-centered learning environments, which integrate the inferential capabilities of intelligent tutoring systems with the rich gameplay supported by commercial game engin...
متن کاملVoltage 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 کاملPedagogical Agents in Virtual Learning Environments
Advances in visualization and networking technologies make it possible to construct virtual learning environments, i.e., virtual worlds in which learners can immerse themselves. This paper examines issues involved in the design of computer-generated virtual agents with which learners may interact in such environments. Functions common to intelligent tutoring systems, such as student modeling an...
متن کاملTowards Affective Intelligent Tutoring System
This paper presents AITS, an architecture for Affective Intelligent Tutoring Systems (ITS). In order to promote a more dynamic and flexible communication between the learner and the system, we integrate two adaptive emotional agents in a multi-agent AITS. The first component allows the tutor to express emotions in response to the student’s actions. The second component makes it possible the cap...
متن کاملA conceptual model for game based intelligent tutoring systems
In order to build intelligent tutoring agents within games-based learning environments, practitioners must understand the three conceptual models used within Intelligent Tutoring Systems (ITS): the expert or domain model, the student model, and the instructional model. This paper investigates the inter-relationship between these models and how they combine to provide the expected behaviour of i...
متن کاملذخیره 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 ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IJIMAI
دوره 2 شماره
صفحات -
تاریخ انتشار 2013