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…

Researchers use many different metrics for evaluation of performance of student models. The aim of this paper is to provide an overview of commonly used metrics, to discuss properties, advantages, and disadvantages of different metrics, to summarize current practice in educational data mining, and to provide guidance for evaluation of student…

This paper presents the dataset collected from student interactions with INQPRO, a computer-based scientific inquiry learning environment. The dataset contains records of 100 students and is divided into two portions. The first portion comprises (1) "raw log data", capturing the student's name, interfaces visited, the interface…

This paper reports on progress to date with a project underway in New Zealand involving the extraction of data from multiple government agencies that is then combined into one comprehensive longitudinal integrated dataset and made available to trial participants in a way never previously thought possible. The dataset includes school leaver…

Activities to date are summarized for the California Education Information System (CEIS), a data processing service which provides county and regional offices with a series of automated applications capable of meeting the majority of standard pupil and business information processing requirements. The following components are included: an outline…

This paper describes and evaluates a computerized system, MATCH, which is being used in South Carolina to match or link student records from year to year. The functioning of MATCH and its specific features are described, and its use in matching student test scores is detailed. The problem of mismatched records and the use of visual editing to…

This second version of a computerized school records system utilizing punch cards was developed by high school students under faculty guidance. Not only is it inexpensive to use, but it is tailored to the needs of a particular school and, therefore, responsive to its needs. Detailed step by step instructions are provided for utilizing the system.…

To support the position that the use of computers can make educational administration more cost-effective, the minicomputer-based information system in the Ridgeway Public School District in New Jersey is described. A model of the information system is included. (JJD)

This report consists of material relating to a conference to disseminate information about the development and implementation of the Syracuse University Integrated On-Line Student Records System. The Conference Proceedings provide some indication of the scope of the project and the relationship of the modules associated with academic innovation to…

Completion of a four-month study of Oakland University's administrative systems needs is reported. It is recommended that the university undertake a major developmental effort to design and install new systems, with particular emphasis on payroll/personnel, general accounting, and student records. Following the development of these systems, a new…

This report documents the second-year progress of the Community College Data Base Team in their efforts to build a geographically based data system for use by college researchers and administrators. The primary purpose of the 1973-74 team effort was to expand the 1972-73 data base by adding internally generated district items, aggregated to the…

The planning, design, and implementation of an information system at Pepperdine University in California is described. The difficulties of total redesign and new programing of a management information system are explained and recommendations for this process are made. (BH)

The CardPac System of Educational Accounting project developed instruments and procedures for collecting information about aspects of the elementary and secondary educational programs in Iowa. This project included the development of a bank of educational information that will transcribe, integrate, and store information centrally for purposes of…

The accuracy and reliability of the student data base at the University of the District of Columbia were assessed. The data base, which is used by administrators for planning purposes, consists of the number of students enrolled in various course sections, the number of students enrolled in various departments by levels, and the principal fields…

An automated record-keeping system for publicly supported day care centers, developed by the South Carolina Office of Child Development (OCD), is described here. This OCD Information System evolved around the need for accurate and timely data pertaining to publicly funded day care centers. Allowance was made for possible subsequent inclusion of…