Mixing Them Up: Group Work with NESB Students

This paper describes the implementation of a Problem-Based Learning assessment in a postgraduate ICT fundamentals subject. With an entirely international student cohort drawn from 14 countries, many students had never participated in group work. To facilitate student adjustment into the Australian educational environment, and develop understanding of the role and importance of group work, students were educated in group work theory prior to engaging in the group work process. The experiences of both teaching staff and students identified a number of positive outcomes resulting from this approach

Information systems for interactive learning: Design perspective

This paper aims to present and discuss educational issues and relevant research to universities and colleges in the Arabian Gulf Region. This include cultural, students’ learning preferences and the use of information and communication technology. It particularly focuses on interactive learning through the consideration of learning styles. It explores the sequential-global learning styles profile of undergraduate students as part of a continuous research in Information Systems design with a particular focus on the design of Interactive Learning Systems (ILSs). A study to examine the learning style profile of undergraduate students in a cohort of Management Information Systems at a UAE university has been conducted, and a discussion and recommendations on how these findings can be reflected on the design of ILSs are provided

On Recommendation of Learning Objects using Felder-Silverman Learning Style Model

The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.The e-learning recommender system in learning institutions is increasingly becoming the preferred mode of delivery, as it enables learning anytime, anywhere. However, delivering personalised course learning objects based on learner preferences is still a challenge. Current mainstream recommendation algorithms, such as the Collaborative Filtering (CF) and Content-Based Filtering (CBF), deal with only two types of entities, namely users and items with their ratings. However, these methods do not pay attention to student preferences, such as learning styles, which are especially important for the accuracy of course learning objects prediction or recommendation. Moreover, several recommendation techniques experience cold-start and rating sparsity problems. To address the challenge of improving the quality of recommender systems, in this paper a novel recommender algorithm for machine learning is proposed, which combines students actual rating with their learning styles to recommend Top-N course learning objects (LOs). Various recommendation techniques are considered in an experimental study investigating the best technique to use in predicting student ratings for e-learning recommender systems. We use the Felder-Silverman Learning Styles Model (FSLSM) to represent both the student learning styles and the learning object profiles. The predicted rating has been compared with the actual student rating. This approach has been experimented on 80 students for an online course created in the MOODLE Learning Management System, while the evaluation of the experiments has been performed with the Mean Absolute Error (MAE) and Root Mean Square Error (RMSE). The results of the experiment verify that the proposed approach provides a higher prediction rating and significantly increases the accuracy of the recommendation

Design Models for Interactive Learning Systems: Students\u27 Attitude towards E-Learning Interactions

One of the main objectives of educational research in the area of e-learning is the optimisation of instructional designs to maximise learning opportunities that can be offered through different types of learning interactions for different types of learners. Designing an effective learning system requires looking at several variables and considerations. This paper reviews related literature and looks at theories and models linking technology to learning. The paper concludes with a compiled list of possible factors that may influence students’ attitude towards the use of technology for learning as well as related interactivity design guidelines

The Design of a Learning Experience Platform using xAPI with Design Thinking Learning to Promote Innovation

This research focuses on designing a learning experience platform using xAPI and incorporating design thinking principles to foster innovation. The study focused on two main areas: a) analyzing and synthesizing the conceptual framework for a learning experience platform using xAPI with design thinking learning to promote innovation; and b) evaluating the suitability of a learning management model design for the learning experience platform using xAPI with design thinking learning to promote innovation. The evaluation was conducted by nine experts and the model consists of five parts: 1) the student module, 2) the teacher module, 3) the learning module, 4) the analytical module, and 5) the portfolio module. These modules were derived from an assessment of the suitability of the learning style, which indicated the highest level. The result regarding the suitability of the components of the LEP-DT learning model was at the highest level ( x = 4.79, S.D). The value is 0.39. According to the assessment results, the model can be applied to learning management

Critically reflective pedagogical model: a pragmatic blueprint for enhancing learning and teaching in construction disciplines

University lecturers who aspire to provide an improved learning experience for their students continually, and be recognised for high quality teaching should embrace a critically reflective practice. Nonetheless, developing as a reflective lecturer is challenging, although there are pedagogical literatures as general guidelines. This study introduces a new pedagogical model of critically reflective practice to simplify the efforts for lecturers and to shorten their journey to becoming effective teachers. A two-phased action research strategy was adopted for the development and validation of the new model. The first phase operationalised the Brookfield’s four-lens framework to create a reflective teaching practice model, which was then validated with a case study in the second phase. The model offers a pragmatic blueprint for lecturers to build a career with sustained quality of teaching, which in turn translates into improved learning experiences for students

Online collaborative learning in tertiary ICT education to enhance students' learning in Malaysia

This study investigated the nature of students’, and student group, interactions through the incorporation of an online collaborative learning (OCL) initiative, with its aim to enhance students’ learning in a Malaysian tertiary classroom. In order to contribute to knowledge and understanding about the nature and quality of OCL, the learning processes and outcomes were drawn predominantly from Harasim’s model, with inclusion of a socio-cultural framework aimed at enhancing learning outcomes for undergraduate science and ICT education students. Harasim’s model of OCL that was used in the intervention includes steps to setting up the stage and a system for Idea Generating (IG), modeling and guiding the OCL discussions for Idea Organizing (IO), and evaluating and reflecting the OCL discussions for Intellectual Convergence (IC). The interactions in OCL were analysed through four dimensions: participative, interactive, social, and cognitive in support of the students’ cognitive, social and emotional development. The OCL intervention in this study was conducted through an ICT education course in a Malaysian university that required OCL discussions for 13 weeks: the first four weeks were intra-group work discussions (Task 1), followed by four/five weeks of inter-group work discussions (Task 2), and the remaining four weeks were for the final intra-group work discussions (Task 3). The OCL intervention was aimed at facilitating interdisciplinary collaboration and interaction between students from Chemistry, Physics and Mathematics majors through the university’s Learning Management System (Moodle), which provided the shared space for the OCL discourse and tools for collaboration. A total of nine groups of four to six students (N=46) were involved in this study. In order to evaluate the OCL intervention using a holistic view, an interpretive approach that included the collection of quantitative and qualitative data was adopted to frame the collection and analysis of the data. Quantitative data were obtained from online questionnaires, together with online data based on the frequency of students’ posts in participative, interactive, social, and cognitive dimensions. Qualitative data were gathered via interviews with students (group and post-course interviews) and lecturers, and online transcripts that included online postings and students’ online journal entries. These data were collected and analysed in order to triangulate the findings and to help the researcher assess the extent to which the intervention was successful in enhancing students’ learning. The findings from the study revealed the nature of students’ interactions in OCL correspond with particular socio-cultural views that students’ interactions are characterised based on the participative, interactive, social and cognitive dimensions in support of the students’ cognitive, social and emotional development. From a socio-cultural perspective, the outcomes that arose from the study included: • The socio-cultural learning constructs have been useful as a framework for the analysis of the OCL intervention based on the participative, interactive, social and cognitive dimensions. • The affordances of the OCL group work helped the students’ in their group work. • The constraints of OCL influence the communication methods, and interaction styles used by students in achieving task goals through group work in the OCL intervention. The findings also show students’ interactions and student group interactions were an important part of the learning process. The implementation of OCL intervention into the course can lead to the facilitation of the student group learning process as well as supporting their cognitive, social and emotional development, and potential constraints from the technology (e.g. Internet connection) or the lack of social and verbal cues (e.g. facial expression) can lead to different working methods of communication for achieving task goals and different styles of interactions. Overall, the findings of the study indicate the value of OCL in a tertiary classroom to enhance learning

THE EFFECTIVENESS OF THE SOCIAL NETWORK IN HIGHER EDUCATION IN SAUDI ARABIA: ACTION RESEARCH TO DEVELOP AN E-LEARNING CONCEPTUAL MODEL BASED ON BLOG TOOLS

During the last two decades, there has been great interest in integrating computers and technology in higher education. Currently web tool services for learning have attracted researchers in the field of education technology to integrate eLearning within the learning environment. In particular, the Internet has become an increasingly important and novel feature of the modern learning environment. Amongst the innovations, a certain tool has become extremely popular worldwide. It is known as web 2.0. It is a read/write web. Blogs (web logs) are one its fastest growing features. The researcher investigated the exciting prospect of developing an eLearning environment by utilizing and applying effective blogs. To date there has been little use of blogs as online tools in higher education, especially in Saudi Arabia. This study concerned the disclosure of more understanding of the use of web 2.0 applications in higher education in Saudi universities. The first purpose of this study was to develop an eLearning model for web 2.0. Its second purpose was to examine learners’ perceptions and attitudes toward web 2.0 applications, i.e. blog tools by exploring the relationship between learners’ attitudes toward blog tool instructions and factors identified as potentially influencing these attitudes. This research adopted an approach based on an interpretive philosophical paradigm accompanied by a qualitative methodology coupled with action research methods. Learning theories were considered as a theoretical framework. The learning theories considered was Behaviorism, Cognitive and Constructivism with Bloom’s Taxonomy and Boud’s Model. Data was collected qualitatively and analyzed thematically. Triangulation was conducted upon the outcomes of the questionnaires, interviews, observations and blog content analysis. This research made four main contributions. First, it identified the factors that influenced learner acceptance for the use of blog tools in higher education. Second, it investigated the relationship between learners’ attitudes and their acceptance of the utilization of blog tools within their learning environment. Third, it responded to calls from the literature review to investigate blog utilization by conducting an in-depth investigation that utilized qualitative methodology with action research. Lastly, it provided further insight and a better understanding of blog usage with respect to structured/ unstructured learning environments.Minister of Higher Education, Saudi Arabi

A Flexible Mechanism for Providing Adaptivity Based on Learning Styles in Learning Management

I presented our paper at the IEEE International Conference on Advanced Learning Technologies, in Sousse, Tunisia. The presentation of our paper was scheduled on July 7, 2010, in the “Adaptive and Personalized Technology Enhanced Learning” Session, which I was also invited to chair. There were about 25 people listening to my presentation, including very well-known researchers in the area of adaptivity and personalization in technology enhanced learning. My presentation was well received and there were many questions and comments. One comment I found especially interesting for our future research was from one of the keynote speakers at ICALT, elaborating on possibilities for extending our research with respect to more fine-granular adaptivity of learning material. After this session, I had discussions with two researchers about my presentation and possible collaboration opportunities which we will follow up. Overall, attending ICALT2010 was a very valuable experience with respect to my future research and my reputation. During ICALT, I had many discussions, some leading to concrete ideas for collaborations. Besides presenting a paper, I was also organizing the Doctoral Consortium and a workshop on “Design Centered and Personalized Learning in Liquid and Ubiquitous Learning Places – Future Visions and Practical Implementations”. Both events were very well received, with lot of discussion during and after the events (for the workshop, we received an award for “Outstanding Performance” as workshop organizers from the general co-chairs of ICALT).While today’s learning management systems (LMSs) provide lot of support for teachers to assist them in holding online courses, they typically do not consider students’ individual differences in the composition and structure of courses. In this paper, we introduce a mechanism for extending LMSs’ functionality to provide learners with courses that fit their individual learning styles, using adaptive sorting and adaptive annotation in order to highlight the learning objects (LOs) that support students’ learning process the best. The mechanism enables teachers to add adaptivity to their already existing courses, using a flexible course structure in order to avoid limiting the richness of the learning resources and materials. Besides being flexible to teachers’ needs, the adaptive mechanism aims at asking teachers for as little as possible additional effort when using it, requiring teachers only to choose the corresponding type of LO when creating an LO in the authoring tool of the LMS