A Framework for Adaptive Learning Points

2011 ◽  
pp. 117-141 ◽  
Author(s):  
Torsten Reiners ◽  
Imke Sassen
Keyword(s):  
Learning Environment ◽  
Adaptive Learning ◽  
Learning Experience ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Special Focus ◽  
Learning Material ◽  
Holistic Learning ◽  
E Learning ◽  
Learning Scenarios

In this paper we present our e-learning approach and describe the technical and instructional design of an adaptive learning environment. In order to avoid several reasons for distrust or frustration on the learner’s side, we developed an approach called configurable adaptation including the concept of individualized and adaptive learning paths. In cases where a course is offered in various (media) forms, the learner should be able to decide on its own, which one to use for the acquirement of the learning material. We demonstrate different approaches for a holistic learning experience using several learning scenarios like classroom participation and e-learning in a virtual learning environment. A special focus will be set on the description of the didactical paradigm synchronized blended learning, which allows the combination of different learning scenarios and the usage of learning material within all settings. Furthermore, we demonstrate examples how a (virtual) learning environment can be integrated into the course allowing dynamic and adaptive presentation of learning material as well as the direct inclusion of new – generated by algorithms or written by the learner or tutor – content on-the-fly.

scholarly journals Adaptive Virtual Learning Environment based on Learning Styles for Personalizing E-learning System: Design and Implementation

2020 ◽  
Vol 8 (6) ◽  
pp. 3398-3406
Keyword(s):  
Learning Environment ◽  
Learning Styles ◽  
User Interfaces ◽  
Adaptive Learning ◽  
Architectural Design ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Learning System ◽  
Course Content ◽  
E Learning

Most virtual learning environment fails to recognize that students have different needs when it comes to learning. With the evolving characteristics and tendencies of students, these learning environments must provide adaptation and personalization features for adaptive learning materials, course content and navigational designs to support student’s learning styles. Based from the data mining results of learner behavioral features of five hundred seven (507) tertiary students, an accurate model for classification of student’s learning styles were derived using J48 decision tree algorithm. The model was implemented in a prototype using a framework and a proposed system architectural design of an adaptive virtual learning environment. The study resulted in the development of an adaptive virtual learning environment prototype where learner’s preferences are dynamically diagnosed to intelligently personalize the course content design and user interfaces for them.

scholarly journals E-Learning through social media in the virtual learning environment

2018 ◽  
Vol 420 ◽  
pp. 012110 ◽  
Author(s):  
Wang Gunawan ◽  
Engelina Prisca Kalensun ◽  
Ahmad Nurul Fajar ◽  
Sfenrianto
Keyword(s):  
Social Media ◽  
Learning Environment ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
E Learning

scholarly journals Avaliação de um Ambiente Virtual de Aprendizagem de Imunologia

EAD em FOCO ◽  
2016 ◽  
Vol 6 (2) ◽  
Author(s):  
Adriano Theodoro ◽  
Gerlinde Agate Platais Brasil Teixeira ◽  
Claudia Marcia Borges Barreto
Keyword(s):  
Learning Environment ◽  
Undergraduate Students ◽  
Learning Experience ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Ease Of Use ◽  
Classroom Teaching ◽  
First Year ◽  
Face To Face ◽  
Teaching Concept

Descrevemos o processo de criação colaborativa de um ambiente virtual de aprendizagem (AVA) de acordo com os princípios das metodologias ativas de ensino e a sua avaliação. O ambiente virtual foi usado no apoio ao ensino presencial. Participaram dessa experiência híbrida de aprendizagem estudantes da disciplina Imunobiologia, oferecida no primeiro ano de um curso tradicional de graduação em Medicina. Ao término da disciplina, foi aplicado um questionário para avaliar a facilidade de uso e a percepção dos estudantes sobre a qualidade do aprendizado adquirido. A maioria dos estudantes que avaliaram a intervenção pedagógica afirmou que o ambiente foi fácil de usar, atendeu às expectativas de apoio ao ensino presencial e as atividades didáticas foram importantes para o aprendizado de habilidades como reflexão, pesquisa e discussão. Portanto, o ambiente virtual desenvolvido foi bem-sucedido e bem-aceito pelos estudantes.Palavras-chave: Educação a distância, Moodle; Ensino de Imunologia, Mapa conceitual.? Evaluation of a Virtual Learning Environment of ImmunologyAbstractWe herein describe the process of collaborative creation and evaluation of a Virtual Learning Environment of Immunology according to the principles of active learning. The Web-based platform was used in support of face to face classroom teaching. First year Medicine undergraduate students attending Immunobiology? course participated in this blended learning experience. At the end of the course, a questionnaire was applied to evaluate the ease of use and the students' perception of the quality of the acquired learning. Most students assessed the educational intervention said that the environment was easy to use, supports the classroom teaching and the educational activities were important for learning skills such as reflection, research and discussion. Therefore, the developed virtual environment was successful and well accepted by the students. Keywords: Distance learning, Moodle, Immunology teaching, Concept map.

Cloud Computing Enabled Virtual Learning Environment

2013 ◽  
Vol 4 (3) ◽  
pp. 52-65
Author(s):  
Rabindra Ku Jena
Keyword(s):  
Cloud Computing ◽  
Learning Environment ◽  
Teaching And Learning ◽  
Cost Effective ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Technological Advancement ◽  
Learning And Teaching ◽  
Information And Communication ◽  
E Learning

Recent advances in Information and Communication Technology (ICT) provide an opportunity to build a self growing and sharing virtual environment for teaching and learning. Cloud computing is one of the latest technological advancement in ICT domain. Cloud computing technologies have changed the way applications are developed and accessed. A Virtual Learning Environment (VLE) is a system for delivering learning materials to students via the web. Cloud computing is provides one of the most emerging cost effective solution for virtual learning and teaching environment. This paper discusses how cloud computing has been contributing to virtual learning environment and an overview of the current state of the structure of Cloud Computing based e-learning is discussed. The readers will also find a brief overview of cloud computing and the different efficient cloud based virtual learning models. Towards the end different offers from different cloud vendors are discussed.

User Modeling Approach for Dyslexic Students in Virtual Learning Environments

2017 ◽  
Vol 7 (2) ◽  
pp. 1-9 ◽  
Author(s):  
Fatima Ezzahra Benmarrakchi ◽  
Jamal El Kafi ◽  
Ali Elhore
Keyword(s):  
Learning Environment ◽  
Learning Environments ◽  
Learning Style ◽  
Adaptive Learning ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Virtual Learning Environments ◽  
Conventional Instruction ◽  
Cognitive Traits ◽  
The Relationship

Dyslexia or reading disability is one of the most common learning disabilities. It is defined as a disorder manifested by difficulty in learning to read despite conventional instruction, adequate intelligence, and sociocultural opportunity. In this paper the authors focus on the potential benefits of the use of Information and Communication Technology (ICT) for students with dyslexia to promote the learning process, by considering the relationship between their learning style preferences and their cognitive traits in virtual learning environments. At this propose the authors investigated the relationship between dyslexic's learning style and cognitive trait within the hypothesis that dyslexic learners may have possible preferences in virtual learning environment, which may be used to improve the dyslexic user modelling. The aim of this paper is to provide an adaptive learning environment for users with dyslexia based on their learning styles preferences and their cognitive traits.

scholarly journals Student Experience of E-Learning Tools in HE: An Integrated Learning Framework

2017 ◽  
Vol 11 (2) ◽  
pp. 39
Author(s):  
Aftab Dean ◽  
Andy Lima
Keyword(s):  
Online Courses ◽  
Learning Experience ◽  
Virtual Learning ◽  
Virtual Learning Environment ◽  
Massive Open Online Courses ◽  
Learning Tools ◽  
Effective Learning ◽  
Learning Framework ◽  
E Learning ◽  
The Uk

Over the last decade the adoption of a Virtual Learning Environment (VLE), at University, has become an accepted norm of support for student learning. However, despite the major investment in VLE’s there is a major disparity between what universities are offering, on their online platforms, and how this material and activities are being utilised by students. This research provides empirical evidence of the passive use, both by tutors and students, of the VLE. The literature provides evidence of the inertia that still exists, within Higher Education (HE), among tutors, to fully embrace the spectrum of VLE engagement tools. The lack of transition, among many tutors, to utilise the VLE as a pedagogical engagement tool continues to impact the expectations of fee paying students in the UK, who no longer expect that a Socratic dialogue will suffice to catalyse their intellectual curiosity. Today’s generation of students have been exposed to a plethora of technologies that facilitates the acquisition of instant information and often through a multitude of sensory (visual, audio) formats. Furthermore, with the growth of Massive Open Online Courses (MOOCS) that are freely available to students the expectations, of HE students, from universities is becoming more demanding. In light of this competitive virtual learning landscape the authors propose a learning framework. To enable universities to create a unique and effective learning experience, for their students, through prudent investment in VLE tools and a complimentary learning environments. Resulting in deeper learning and informed students prepared for seminars.

scholarly journals Creation of a virtual learning environment to support presential discipline in a technological course

2021 ◽  
Vol 10 (2) ◽  
pp. e41110212727
Author(s):  
Carlos Gomes Fontinelle ◽  
Laura Michaella Batista Ribeiro ◽  
Vitor Bremgartner da Frota ◽  
Daniel Nascimento-e-Silva
Keyword(s):  
Learning Environment ◽  
Teaching And Learning ◽  
Learning Experience ◽  
Virtual Learning ◽  
Learning Objects ◽  
Virtual Learning Environment ◽  
Technological Education ◽  
Mobile Cellular ◽  
Cellular Telephony ◽  
Almost All

This study developed a virtual learning environment to support face-to-face teaching of the subject of Mobile Cellular Telephony of a federal institution of professional and technological education that operates in Northern Brazil. The methodology used consisted of quantitative-qualitative research, of a technological nature, developed in seven stages: 1) installation of the XAMPP and Moodle software, 2) configuration of the teaching environment, 3) allocation of the Moodle platform, 4) use of virtual resources interactive, 5) production of learning objects, 6) measurement of environmental performance indicators and 7) analysis and generation of results. The results showed that a) this was the first virtual learning experience for almost all participating students and teachers interviewed, b) teachers and students were motivated to use virtual environments in their teaching and learning activities, since c) the environment proved to be highly efficient and effective in generating effective learning and d) almost all students carried out the evaluation questions without much difficulty, as usually happens with traditional classes. The conclusion was that a discipline planned from the Moodle platform's perspective has several advantages, such as optimizing study time and the dynamics of classes.

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