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…

The authors describe the University of Central Florida's top-down/bottom-up action analytics approach to using data to inform decision-making at the University of Central Florida. The top-down approach utilizes information about programs, modalities, and college implementation of Web initiatives. The bottom-up approach continuously monitors…

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…

The ability to visualize student engagement and experience data provides valuable opportunities for learning support and curriculum design. With the rise of the use of learning analytics to provide "actionable intelligence" on students' learning, the challenge is to create visualizations of the data, which are clear and useful to the…

Community colleges continue to experience growth in online courses. This growth reflects the need to increase the numbers of students who complete certificates or degrees. Retaining online students, not to mention assuring their success, is a challenge that must be addressed through practical institutional responses. By leveraging existing student…

Course management systems (CMSs) are software systems designed to manage course content and course activities. These tools integrate technological and pedagogical features into a web-based system that allows instructors, even those who are unfamiliar with web-based technologies, to design, deliver, and manage an online course. However, CMSs have…

Discussion of computer systems that help teachers plan and manage the learning process focuses on the development of a computer consulting system, ASSISTANT, which was designed to help teachers choose the most suitable educational technology and evaluate its effectiveness. The organization of the database is explained. (seven references) (LRW)

The six "thought pieces" presented in this document summarize the personal perspectives of conference participants on issues raised in formal or information discussions, but not part of the central themes of the conference or conference papers. They include: (1) "Assuming That..." (Anne Nicol, Apple Computer, Inc.); (2) "A…

AIMS, the Assessment and Instructional Management System is a computer-based rating and documentation system designed to include students with disabilities in educational accountability systems. Describes AIMS, illustrates some of the components of the system, and highlights teacher training efforts. Two tables present the AIMS rating rubric and…

Providing detailed, constructive and helpful feedback is an important contribution to effective student learning. Quality assurance is also required to ensure consistency across all students and reduce error rates. However, with increasing workloads and student numbers these goals are becoming more difficult to achieve. An automated feedback…

This paper presents a model of an intelligent computer network that provides real-time evaluation of students' performance by incorporating intelligence into the application layer protocol. Specially designed drills allow students to independently solve a number of problems based on current lecture material; students are switched to the most…

This paper outlines CLEW (collaborative learning environment for the Web). The project combines MUD (Multi-User Dimension), workflow, VRML (Virtual Reality Modeling Language) and educational concepts like constructivism in a learning environment where students actively participate in the learning process. The MUD shapes the environment structure.…

This paper describes a system called ANDES, designed for the management and delivery of distance education courses. ANDES enables students to study at home at their own pace, as well as interact with instructors and other students in virtual classrooms. It uses World Wide Web technology for transmission and delivery, with extensions relevant to…