Adaptive TEL Based on Interaction Traces

نویسندگان

  • Karim Sehaba
  • Benoît Encelle
چکیده

The scientific objective of this work is to develop an Adaptive Technology Enhanced Learning System (TEL) able to observe, by various means, the learner's actions in order to understand his/her behaviour and to response in real time by adequate reactions taking into account people with disabilities. Indeed, in most current computer systems, the interactions between the learner and the system are usually specified by the designer in the conception process and do not take into account the history of the learner and its evolution. The approach we advocate in this work is to use Interaction Traces as Knowledge Sources that can be discovered and exploited by the system. The Interaction Traces here are defined as a history of learner's actions collected, in real time, from his/her interaction with a computer system.

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

Towards a Capitalization of Processes Analyzing Learning Interaction Traces

Analyzing data coming from e-learning environments can produce knowledge and potentially improve pedagogical efficiency. Nevertheless, TEL community faces heterogeneity concerning e-learning traces, analysis processes and tools leading these analyses. Therefore, analysis processes have to be redefined when their implementation context changes: they cannot be reused, shared nor easily improved. ...

متن کامل

Towards Adaptable and Reusable RDF-based Query Patterns for Trace-Based Learner Modelling

This paper defines a framework to describe Learner Modelling (LM) process based on interactions traces. This framework includes an RDF-Based representation of knowledge models that can be used by a LM designer. This framework supports also the description of reusable and adaptable SPARQL-based query patterns. These patterns enables the LM designer to calculate and infer learner profile elements...

متن کامل

Bidding Strategy on Demand Side Using Eligibility Traces Algorithm

Restructuring in the power industry is followed by splitting different parts and creating a competition between purchasing and selling sections. As a consequence, through an active participation in the energy market, the service provider companies and large consumers create a context for overcoming the problems resulted from lack of demand side participation in the market. The most prominent ch...

متن کامل

Determination of adaptive responses of peanut genotypes and patterns of genotype × location interaction using the CSM-CROPGRO-Peanut model

The adaptive responses of crop genotypes and patterns of genotype x location (G x L) interaction are important to crop improvement as they are the basis for selection for specific adaptation and for elucidation of the causes of G x L interaction. Their legitimate assessment, however, requires yield data for the test genotypes for a large number of sites and over multiple years. Such data are se...

متن کامل

DDART, a Dynamic Dashboard for Collection, Analysis and Visualization of Activity and Reporting Traces

Most Learning Management Systems (LMS) focus on providing rich learning materials to the learners but rarely offer possibilities to monitor and analyze their learning processes. However metacognitive strategies argue that learners can improve their learning performances by monitoring their activities, especially in the context of Project-Based Learning (PBL). Our work consists in designing tool...

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 2009