Learner Modelling in Exploratory Learning for Mathematical Generalisation

نویسنده

  • Mihaela Cocea
چکیده

Exploratory learning supports creative thinking, allowing learners to control their own learning process, whilst it provides them with help and guidance when necessary. This pedagogical approach emphasises learners’ active involvement in authentic activities/tasks that simulate real world processes and has been applied to several domains. In this paper we propose a framework for learner modelling that reflects the incremental nature of knowledge construction as learners are engaged in learning mathematical generalisation. We also describe how such a model can potentially support feedback generation.

برای دانلود رایگان 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

Task-oriented modelling of learner behaviour in exploratory learning for mathematical generalisation

By their nature, Exploratory Learning Environments allow a high degree of freedom which leads to a diversity of learner trajectories and make the modelling of all possible behaviours difficult. To address this, we propose an approach for knowledge representation and identification of task-dependent strategies that learners follow during exploration. The knowledge representation combines heterog...

متن کامل

Combining Intelligent Methods for Learner Modelling in Exploratory Learning Environments

Most of the existing learning environments work in wellstructured domains by making use of or combining AI techniques in order to create and update a learner model, provide individual and/or collaboration support and perform learner diagnosis. In this paper we present an approach that exploits the synergy of case-base reasoning and soft-computing for learner modelling in an ill-structured domai...

متن کامل

A Modelling Framework for Constructivist Learning in Exploratory Learning Environments

Exploratory learning has been proved to be beneficial for learning when guidance and support is provided. This is a challenging issue as balance between freedom and control is a strong requirement in this context. In this paper the challenges involved are discussed together with the way they affect the process of learner modelling. We discuss previous attempts to model the learner in explorator...

متن کامل

Hybrid model for learner modelling and feedback prioritisation in exploratory learning

Individual and/or hybrid AI techniques are often used in learning environments for well-structured domains to perform learner diagnosis, create and update a learner model and provide support at the individual or group level. This paper presents a conceptual model that employs a synergistic approach based on Case-Based Reasoning (CBR) and Multicriteria Decision Making (MDM) components for learne...

متن کامل

Identifying strategies in user's exploratory learning behaviour for mathematical generalisation

The nature of the activities that take place in Exploratory Learning Environments allow generating a variety of learner trajectories and makes difficult to develop a model of all possible behaviours (correct or incorrect). To alleviate this situation, we propose an approach for knowledge representation and identification of strategies followed by the learners during exploratory learning. Our ap...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008