Machine learning (ML) methods are among the most promising technologies with wide-ranging research opportunities, particularly in the field of education, where they can be used to enhance student learning outcomes. This study explores the potential of machine learning algorithms to build and train models using log data from the "3D…

This paper presents a systematic literature review of the state-of-the-art of research on learning dashboards in the fields of Learning Analytics and Educational Data Mining. Research on learning dashboards aims to identify what data is meaningful to different stakeholders and how data can be presented to support sense-making processes. Learning…

This report describes the development in 1986 of a management information system by the Sacramento City (California) Unified School District for use in high schools. A nine-page attachment, which comprises two-thirds of the report, offers profiles of selected schools drawn from the databases. Data sets of 200 information items, collected from all…

The Teaching Information Processing Systems (TIPS) is an elaborate and flexible computer program designed to amplify effective classroom instruction. It enables teachers to give individual instruction to large numbers of students, maintains student characteristics and achievement data, generates student progress reports, prescribes remedial or…

The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions. The conference, held in Eindhoven, The Netherlands, July 6-9, 2011, follows the three previous editions…

This is a collection of 12 working papers dealing with instructional management systems (IMS). The papers are divided into three sections--systems definition, pedagogical studies, and hardware/software studies. IMS is generically defined as a set of procedures and mechanisms for gathering and processing pupil data and returning useful information…

Discusses what generalized data-based management systems are and how they can be utilized in the field of education. Advantages of using the system and its effect on educational management are considered in detail. (DN)

The use of management information systems (MIS) in higher education is discussed. It is suggested that the value of MIS in higher education is its potential utility in effective political position-building rather than conventional problem-solving. (BH)

Management information systems are explained and their use by small colleges is discussed. The Columbus Technical Institute Management Information System is described as a first step in providing data processing for higher education. (BH)

This publication describes the development and implementation of a school district financial accounting system based on the concepts and guidelines of the National Center for Education Statistics Handbook II, Revised. The system described was designed by school district personnel to utilize computer equipment and to meet the accounting and…

Metropolitan State College's computer support system is described. Unique features of this system include: separate off-campus facilities for both academic and administrative computer support and a system where institutional research and administrative computer services report to the same office. (BH)

The administrative computing operation of Miami-Dade Community College (Florida) is described. The financial aspects, equipment, and services offered by the institution's computer system are detailed. (BH)

The Southwest Regional Laboratory Instructional Management System (IMS) utilizes a configuration of electronic data processing (EDP) equipment to transform instructional program performance data into instructional program management information. To perform this transformation, SWRL has selected a configuration consisting of on-site optical…

Describes traditional evaluation methods educators use for proposed administrative computer systems. Points out the need for an emphasis on portability as an important evaluation criteria. Discusses future trends in hardware and software costs and their effect on providing computer services to educational institutions. (TW)

These proceedings contain the papers and posters of the International Conferences on Internet Technologies & Society (ITS 2016), Educational Technologies (ICEduTech 2016) and Sustainability, Technology and Education (STE 2016), which have been organised by the International Association for Development of the Information Society and…