Interaction-based Collaborative Recommendation: A Personalized Learning Environment (PLE) Perspective

2017 ◽  
Vol 10 (13) ◽  
pp. 133
Author(s):  
Priyaadharshini Manickavasag ◽  
Swati S Surwade

Many models are used in recent years to analyze behavior of the students in the higher education. Analyzing the learning style and student performance in academic studies are very essential to enhance their performance. This research work is focused on analyzing the learners behavior using three dimensions, i.e., cognitive, affective, and conative model. In this paper, we used Moodle learning management system which is a learning platform to create a personalized learning environment and to track learning abilities using activities. This model will be helpful to study the cognitive, conative, and emotions of students. 


Author(s):  
Antonella Carbonaro ◽  
Rodolfo Ferrini

Active learning is the ability of learners to carry out learning activities in such a way that they will be able to effectively and efficiently construct knowledge from information sources. Personalized and customizable access on digital materials collected from the Web according to one’s own personal requirements and interests is an example of active learning. Moreover, it is also necessary to provide techniques to locate suitable materials. In this paper, we introduce a personalized learning environment providing intelligent support to achieve the expectations of active learning. The system exploits collaborative and semantic approaches to extract concepts from documents and maintaining user and resources profiles based on domain ontologies. In such a way, the retrieval phase takes advantage from the common knowledge base used to extract useful knowledge and produces personalized views of the learning system.


2011 ◽  
pp. 370-389
Author(s):  
Antonella Carbonaro ◽  
Rodolfo Ferrini

Active learning is the ability of learners to carry out learning activities in such a way that they will be able to effectively and efficiently construct knowledge from information sources. Personalized and customizable access on digital materials collected from the Web according to one’s own personal requirements and interests is an example of active learning. Moreover, it is also necessary to provide techniques to locate suitable materials. In this chapter, we introduce a personalized learning environment providing intelligent support to achieve the expectations of active learning. The system exploits collaborative and semantic approaches to extract concepts from documents, and maintaining user and resources profiles based on domain ontologies. In such a way, the retrieval phase takes advantage of the common knowledge base used to extract useful knowledge and produces personalized views of the learning system.


Author(s):  
Svitlana Spivak ◽  

This article covers the creation and use of a cloud-oriented personalized learning environment in the organization of the learning process. And focuses on specific factors of creating modern PLE (Personal learning environment) and the structure of the cloud-oriented personalized learning environment model was developed in the organization of the educational process in universities, using cloud services and electronic resources of the online services for the education of Office 365 of Microsoft, which takes into account the needs and peculiarities of the use of ICTs for all subjects educationally -the educational process of the university, laying the foundation for the principles of personalization in the global network and the implementation of the tasks of the competent approach. The use of network services makes it possible to create a proper pedagogical and technological basis for the maintenance of modern information systems of educational purposes, which are the priority in the basis of the provision of any educational process, as well as the efficient organization of the educational environment of an educational institution. Personal e-learning environment arises at the intersection of formal, informal and informal learning. The PLE is viewed as a system that allows a trained person to independently set learning goals, control and manage the content and process of their own learning, and communicate and co-operate with other people in the learning process, that is, to carry out non-formal learning. Each modern higher education institution should take into account educational tendencies of increasing the share of non-formal learning, as well as to identify the interests of their students, to realize their desire for personalization in the global network and person-oriented learning, which in modern conditions, forms the basis for the formation the student's ICT and key-competencies.


2016 ◽  
Vol 22 (5) ◽  
pp. 1129-1132 ◽  
Author(s):  
Blanka Klimova ◽  
Petra Poulova

Sign in / Sign up

Export Citation Format

Share Document