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User Behavior Pattern Detection in Unstructured Processes -- A Learning Management System Case Study
Codish, David; Rabin, Eyal; Ravid, Gilad – Interactive Learning Environments, 2019
Process mining methodologies are designed to uncover underlying business processes, deviations from them, and in general, usage patterns. One of the key limitations of these methodologies is that they struggle in cases in which there is no structured process, or when a process can be performed in many ways. Learning Management Systems are a…
Descriptors: Integrated Learning Systems, Case Studies, Behavior Patterns, Learning Analytics

Huberty, Carl J. – Journal of Experimental Education, 1975
An empirical comparison is made of three proposed indices of relative predictor variable contribution: (1) the scaled weights of the first discriminant function; (2) the total group estimates of the correlations between each predictor variable and the first function; and (3) the within-groups estimates of the correlations between each predictor…
Descriptors: Correlation, Data Analysis, Discriminant Analysis, Educational Research
Copa, George H.; And Others – 1976
The study was designed to identify the factors, priorities, and information needs of vocational educational planners in Minnesota. Questions were formulated which focused on types of vocational programs, number of programs, schedule, and location of programs. Procedures for identifying factors, priorities, and information needs included (1) use of…
Descriptors: Content Analysis, Data Analysis, Decision Making, Educational Planning

Wentworth, Donald R.; Lewis, Darrell R. – Journal of Experimental Education, 1973
This paper describes a study that attempts to measure the influence of a commercially available game, Marketplace, on student achievement is economic understanding and student attitudes toward the instructional process and selected economic concepts. (Author)
Descriptors: Academic Achievement, Course Evaluation, Data Analysis, Economics Education
Yap, Kim Onn – 1979
The accuracy with which regression models estimate treatment effects is dependent upon a number of conditions. The stability of the regression line (a function of sample size and correlation between pretest and posttest) is said to be the most important of these conditions. The utility of regression models is proportional to the size of the…
Descriptors: Correlation, Data Analysis, Educational Testing, Evaluation Methods
Pierce, Lawrence C.; And Others – 1975
This book was prepared by the research staff of the special Committee on Equal Educational Opportunity of the Oregon legislature to examine alternative patterns of school finance reform that have been considered for adoption in Oregon. It presents analyses of a variety of school finance formulas, discusses possibilities for increasing school…
Descriptors: Compensatory Education, Computer Programs, Data Analysis, Educational Finance
Feste, Karen Ann – 1977
The Middle East decision making game has been developed to provide college level political science students with some indication of the complexities of international political situations. The central issue examined in the game is the way in which perceptions of a conflict relate to foreign policy decision. The game is divided into two sections. In…
Descriptors: Case Studies, Conflict Resolution, Data Analysis, Decision Making
Bartik, Timothy J. – 2002
The labor market spillover effects of welfare reform were estimated by using models that pool time-series and cross-section data from the Current Population Survey on the state-year cell means of wages, employment, and other labor market outcomes for various demographic groups. The labor market outcomes in question are dependent variables that are…
Descriptors: Data Analysis, Dropouts, Educational Status Comparison, Employed Women