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…

Purpose: In this paper, the challenging and thorny issue of assessing graduate attributes (GAs) is addressed. An interdisciplinary team at The University of Alberta -- developed a formative model of assessment centered on students and instructor interaction with course content. Design/methodology/approach: The paper starts by laying the…

This discussion paper explores the possibilities and risks that data linkage presents for the vocational education and training (VET) sector. Along with a broad overview of the nature of data linkage, it highlights possible applications for data linkage in the VET sector and examines the key challenges associated with its use. A number of case…

With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot of data has become available describing students' online behavior. Many researchers have used these data to predict student performance. This has led to a rather diverse set of findings, possibly related to the diversity in courses and predictor variables…

Academic standards and performance outcomes are a major focus of the current Cycle 2 Australian Universities Quality Agency (AUQA) audits. AUQA has clearly stated that universities will need to provide "evidence of setting, maintaining, and reviewing institutional academic standards and outcomes" (2010, p. 27). To do this, universities…

Contends that, in developing countries, attention must be paid to the quality of data going into computer-based information management systems; otherwise implementation of the system may provide only a deceptively systematic procedure for making random decisions. Examines errors, assumptions, inabilities, and omissions that threaten data quality…

The proceedings of the Fourth Conference of the Intergovernmental Council for ADP-ICA, are contained in this, the 7th issue of the ICA-Information, the Council's official publication. The proceedings include the edited minutes of the sessions, which covered the following topics: Management information systems for the government, Policy…

The purpose of this paper is to analyze the impact that computer based information systems (CBIS) could have on U.S. multinational corporations operating in Canada, particularly in the province of Quebec, and the implications for the North American Free Trade Agreement (NAFTA) that went into effect on January 1, 1994. The study focused on how the…

Describes innovative applications of different types of computers and information systems considered to have had high development impact on Asian and Pacific countries. Government computer applications in the areas of clerical systems, management systems, and public systems are described, and their developmental impact is discussed. (CLB)

As new information technology options are made available, office automation systems are being introduced and along with campus networks, and management information service requirements are evolving. Eight common strategies found in 10 American institutions are reported. (Author/MLW)

Proceedings include: opening remarks (F.J. Willett); a vice-chancellor's needs for management information services (R.W. Russell); the needs of a science dean for information (K.C. Westfold); the perceived needs for management information services from the point of view of a university administrator (R. Marginson); the role of the systems manager…

Introduces the Canadian Socio-Economic Information Management System (CANSIM), one of Canada's first computerized databases consisting entirely of Canadian data. System design, distribution network, services (time series, cross-classified system, summary data system), information retrieval, data presentation, and the graphic displays of Telichart…

The academic transcript system at the University of Calgary, a successful application that combines online and batch processing to generate student transcripts, is described. In addition to improved service to students and alumni, the registrar's operating budget has been reduced and productivity has increased. (Author/MLW)

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…

Britain's Further Education Unit (FEU) has continued to work in the areas of management information systems (MIS), particularly, computerized management information systems (CMIS), and their significance for curriculum management. Perceptions about the use of CMIS have been changed. Several reports have noted the limitations of existing systems in…