Students' journal writings could be useful resources for teachers to grasp their understandings and to see their own teaching objectively. However, reading a large number of journals thoroughly is not always realistic for teachers. Although various automatic analysis methods have been proposed to understand learning journals, they does not…

This study proposes and verifies the performance of an analysis tool for visualizing online interactions. A review of the most widely used methods for analyzing online interactions, including quantitative analysis, content analysis, and social network analysis methods, indicates these analysis methods have some limitations resulting from their…

With the increase in available educational data, it is expected that Learning Analytics will become a powerful means to inform and support learners, teachers and their institutions in better understanding and predicting personal learning needs and performance. However, the processes and requirements behind the beneficial application of Learning…

We propose that the design and implementation of effective "Social Learning Analytics (SLA)" present significant challenges and opportunities for both research and enterprise, in three important respects. The first is that the learning landscape is extraordinarily turbulent at present, in no small part due to technological drivers.…

Learning Analytics can provide powerful tools for teachers in order to support them in the iterative process of improving the effectiveness of their courses and to collaterally enhance their students' performance. In this paper, we present the theoretical background, design, implementation, and evaluation details of eLAT, a Learning Analytics…

Learning analytics offers higher education valuable insights that can inform strategic decision-making regarding resource allocation for educational excellence. Research demonstrates that learning management systems (LMSs) can increase student sense of community, support learning communities and enhance student engagement and success, and LMSs…

It has been recognized that in order to drive Intelligent Tutoring Systems (ITSs) into mainstream use by the teaching community, it is essential to support teachers through the entire ITS process: Design, Development, Deployment, Reflection and Adaptation. Although research has been done on supporting teachers through design to deployment of ITSs,…

The ability to predict a student's performance could be useful in a great number of different ways associated with university-level learning. In this paper, a grammar guided genetic programming algorithm, G3P-MI, has been applied to predict if the student will fail or pass a certain course and identifies activities to promote learning in a…

This paper presents an architecture for creating, retrieving, and adapting materials on the World Wide Web for learning purposes. There are two major components in the architecture: Authoring Server (AS) and Courseware Server (CS). Associated with the architecture for running dynamic courseware, certain mechanisms are also imposed. These…

This report comprises a detailed evaluation of two minicomputer-based school information management systems for use at the senior high school level: (1) Prompt Automated Scheduling System (PASS) by Mid-American Corporation and locally developed software, which runs on an IBM minicomputer, and (2) Student Administration System (SAS) by SIERRA…

This report comprises a detailed evaluation of three IBM microcomputer-based school information management systems: Student Information and Records System (SIRS) by Management Information Group, The School System (TSS) by Columbia Computing Services, and Computer Educational Management Accounting System (CEMAS) by Computerlib. These three systems…

This report presents an evaluation instrument through which school districts and schools can identify and select computer-based school information management systems (SIMS) suited to their needs. These selection criteria were identified through a survey questionnaire and interviews at 18 representative schools in the Edmonton (Alberta) Public…

The Second International Conference on Educational Data Mining (EDM2009) was held at the University of Cordoba, Spain, on July 1-3, 2009. EDM brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large data sets to answer educational research questions. The increase in instrumented…