User behaviour-driven group formation through case-based reasoning and clustering

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

User behaviour-driven group formation through case-based reasoning and clustering

Group formation for collaborative learning activities is a complex and time consuming task. Different criteria have been proposed for grouping learners in computer-based systems, such as performance and social characteristics. User behaviour is, however, rarely considered when groups are formed. This paper proposes an approach based on user behaviour that complements the current research on gro...

متن کامل

Clustering and Case-Based Reasoning for User Stereotypes

A user stereotype represents a certain kind of user who exhibits a set of specific characteristics an abstraction of a group of similar users. Looking at statistical data gathered from a population of users, these groups can be identified either manually or using automated clustering techniques, and constructed by generalizing the most significant features of the identified groups. Case-Based R...

متن کامل

Explanation-Driven Case-Based Reasoning

Problem solving in weak theory domains should compensate for the lack of strong theories by combining the various other knowledge types involved. Such methods should be able to effectively combine general domain knowledge with specific case knowledge. A method is described that utilises a presumably extensive and dense model of general domain knowledge as explanatory support for case-based prob...

متن کامل

Theory-Driven Group Formation through Ontologies

Group formation plays a critical role in collaborative learning (CL). It affects the acceptance of group activities by learners and the success of the collaborative learning process. Nevertheless, proposing an effective and pedagogically sound group formation is a very complex issue due to the multiple factors that influence group arrangement. The main goal of this paper is to present an ontolo...

متن کامل

Licentiate Thesis Proposal Clustering and Case-Based Reasoning for User Stereotypes

This document presents a proposal for the contents of a licentiate thesis in computer science at Mälardalen University, Sweden. The main subject of the thesis is the usage and creation of user stereotypes, aided by the use of clustering techniques to find similar groups of users. To reason about and maintain the user stereotypes, we primarily use Case-Based Reasoning (CBR). The techniques prese...

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

ژورنال

عنوان ژورنال: Expert Systems with Applications

سال: 2012

ISSN: 0957-4174

DOI: 10.1016/j.eswa.2012.01.205