Development and evaluation of a multimedia interactive CD: Public speaking interactive media

This paper reports on a study that endeavours to develop a Computer Assisted Learning (CAL) multimedia courseware namely, Public Speaking Interactive Media. This courseware was developed specifically for diploma students undergoing ENG4113 (Business English) and ENG 4153 (Public Speaking Skills) at Kolej Profesional MARA Indera Mahkota, Kuantan, Pahang. The objectives and goals of this study is to develop a CAL courseware which is in-line with the syllabus of the courses using multimedia elements together with the application of behaviorist, cognitive and constructivist learning theories as a basis in the design of the courseware. Moreover, the instructional design and implementation of this CAL multimedia courseware employ active and flexible learning strategies. Utilizing Hannafin and Peck’s Design Model, this courseware was developed using Macromedia Director and Macromedia Authorware to ensure that multimedia elements and simulations can be fully integrated. The findings of the study revealed that the courseware fulfilled its objectives in aiding students in comprehending the concept of public speaking skills better by using multimedia elements. In addition, the courseware is in-line with the syllabus and has incorporated the theories and strategies intended successfully

A hybrid of multiple linear regression clustering model with support vector machine for colorectal cancer tumor size prediction

This study proposed the new hybrid model of Multiple Linear Regression Clustering (MLRC) combined with Support Vector Machine (SVM) to predict tumor size of colorectal cancer (CRC). Three models: Multiple Linear Regression (MLR), MLRC and hybrid MLRC with SVM model were compared to get the best model in predicting tumor size of colorectal cancer using two measurement statistical errors. The proposed model of hybrid MLRC with SVM have found two significant clusters whereby, each clusters contained 15 and three significant variables for cluster 1 and 2, respectively. The experiments found that the proposed model tend to be the best model with least value of Mean Square Error (MSE) and Root Mean Square Error (RMSE). This finding has shed light to health practitioner in determining the factors that contribute to colorectal cancer

Evaluation in a project life‐cycle: The hypermedia CAMILLE project

In the CAL literature, the issue of integrating evaluation into the life‐cycle of a project has often been recommended but less frequently reported, at least for large‐scale hypermedia environments. Indeed, CAL developers face a difficult problem because effective evaluation needs to satisfy the potentially conflicting demands of a variety of audiences (teachers, administrators, the research community, sponsors, etc.). This paper first examines some of the various forms of evaluation adopted by different kinds of audiences. It then reports on evaluations, formative as well as summative, set up by the European CAMILLE project teams in four countries during a large‐scale courseware development project. It stresses the advantages, despite drawbacks and pitfalls, for CAL developers to systematically undertake evaluation. Lastly, it points out some general outcomes concerning learning issues of interest to teachers, trainers and educational advisers. These include topics such as the impact of multimedia, of learner variability and learner autonomy on the effectiveness of learning with respect to language skills

Use interactive multimedia to improve your programming course

This paper reports first year students’ experiences with multimedia-based learning for programming and its influence on students obtained from two case studies at Napier and Brunel universities. Engineering students at the universities have taken programming courses from their first year and many have showed difficulties in their learning. The main reason is that it is a very abstract domain, which means that both lecturers and students can have difficulties in explaining and understanding abstract concepts verbally. Considering the strengths of Interactive Multimedia(IMM), i.e. interactivity and visualisation, we decided to use it to improve students’ learning. An empirical study was planned and IMM materials were designed for this. A trial and two case studies were carried out from December 2000 to June 2001. The designed materials were integrated into the curriculum as a teaching aid and self-guided learning materials. The data gathered from the case studies indicated that many students felt the multimedia-based learning helped their understanding of the programming concepts, and some became very motivated in programming. Also, using the interactive multimedia materials for both teaching and learning enhanced students’ learning experience. At last, we found educating both lecturers and students on what is multimedia-based learning prior to a course can increase its effectiveness

Learning styles and courseware design

In this paper we examine how (courseware) can accommodate differences in preferred learning style. A review of the literature on learning styles is followed by a discussion of the implications of being able to accurately classify learners, and key issues that must be addressed are raised. We then present two courseware design solutions that take into account individual learning‐style preference: the first follows on from traditional research in this area and assumes that learners can be classified in advance. The second solution takes account of the issues raised previously. We conclude by discussing the feasibility of adapting learning to suit the needs of individual learners, and suggest further research investigating the relationship between preferred learning style and the design of effective interactive learning environments

From classroom tutor to hypertext adviser: An evaluation

This paper describes a three‐year experiment to investigate the possibility of making economies by replacing practical laboratory sessions with courseware while attempting to ensure that the quality of the student learning experience did not suffer. Pathology labs are a central component of the first‐year medical undergraduate curriculum at Southampton. Activities in these labs had been carefully designed and they were supervised by lab demonstrators who were subject domain experts. The labs were successful in the eyes of both staff and students but were expensive to conduct, in terms of equipment and staffing. Year by year evaluation of the introduction of courseware revealed that there was no measurable difference in student performance as a result of introducing the courseware, but that students were unhappy about the loss of interaction with the demonstrators. The final outcome of this experiment was a courseware replacement for six labs which included a software online hypertext adviser. The contribution of this work is that it adds to the body of empirical evidence in support of the importance of maintaining dialogue with students when introducing courseware, and it presents an example of how this interaction might be achieved in software

Real‐time interactive social environments: A review of BT's generic learning platform

Online learning in particular and lifelong learning in general require a learning platform that makes sense both pedagogically and commercially. This paper sets out to describe what we mean by generic, learning and platform. The technical requirements are described, and various trials that test the technical, educational and commercial nature of the platform are described Finally, the future developments planned for the Real‐time Interactive Social Environments (RISE) are discusse