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Chung, Cheng-Yu; Hsiao, I-Han – International Educational Data Mining Society, 2021
The distributed practice effect suggests that students retain learning content better when they pace their practice over time. The key factors are practice dosage (intensity) and timing (when to practice and how in between). Inspired by the thriving development of image recognition, this study adopts one of the successful techniques,…
Descriptors: Models, Drills (Practice), Pacing, Computer Uses in Education
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Wang, Zheng; Zhu, Xinning; Huang, Junfei; Li, Xiang; Ji, Yang – International Educational Data Mining Society, 2018
Academic achievement of a student in college always has a far-reaching impact on his further development. With the rise of the ubiquitous sensing technology, students' digital footprints in campus can be collected to gain insights into their daily behaviours and predict their academic achievements. In this paper, we propose a framework named…
Descriptors: Academic Achievement, Prediction, Data Analysis, Student Behavior
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Jeon, Byungsoo; Shafran, Eyal; Breitfeller, Luke; Levin, Jason; Rosé, Carolyn P. – International Educational Data Mining Society, 2019
This paper addresses a key challenge in Educational Data Mining, namely to model student behavioral trajectories in order to provide a means for identifying students most at risk, with the goal of providing supportive interventions. While many forms of data including clickstream data or data from sensors have been used extensively in time series…
Descriptors: Online Courses, At Risk Students, Academic Achievement, Academic Failure
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Gitinabard, Niki; Barnes, Tiffany; Heckman, Sarah; Lynch, Collin F. – International Educational Data Mining Society, 2019
Students' interactions with online tools can provide us with insights into their study and work habits. Prior research has shown that these habits, even as simple as the number of actions or the time spent on online platforms can distinguish between the higher performing students and low-performers. These habits are also often used to predict…
Descriptors: Blended Learning, Student Adjustment, Online Courses, Study Habits
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Klingler, Severin; Käser, Tanja; Solenthaler, Barbara; Gross, Markus – International Educational Data Mining Society, 2016
The extraction of student behavior is an important task in educational data mining. A common approach to detect similar behavior patterns is to cluster sequential data. Standard approaches identify clusters at each time step separately and typically show low performance for data that inherently suffer from noise, resulting in temporally…
Descriptors: Student Behavior, Data Analysis, Behavior Patterns, Multivariate Analysis
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Ng, Kelvin H. R.; Hartman, Kevin; Liu, Kai; Khong, Andy W. H. – International Educational Data Mining Society, 2016
During the semester break, 36 second-grade students accessed a set of resources and completed a series of online math activities focused on the application of the model method for arithmetic in two contexts 1) addition/subtraction and 2) multiplication/division. The learning environment first modeled and then supported the use of a scripted series…
Descriptors: Word Problems (Mathematics), Mathematics Instruction, Arithmetic, Problem Solving
Stayrook, Nicholas – 1980
The purpose of this paper is to describe the composite caregiver and child behavior variables used in the analysis of the data collected in the National Day Care Home Study: a three-year survey of day care homes in the United States. First, most frequently occurring behaviors are indicated. Then, the factor analyses of patterns of behaviors which…
Descriptors: Behavior Patterns, Child Caregivers, Data Analysis, Day Care
Stano, Michael – 1983
Critical Incident Technique (CIT) involves the collection of real-world examples of behavior that characterize either very effective or very ineffective performance of some activity. The principal advantage of the CIT is that it generates data based on actual behavior rather than on a particular researcher's subjectivity. The CIT has much to offer…
Descriptors: Behavior Patterns, Communication Research, Critical Incidents Method, Data Analysis
Campbell, Bruce A. – 1976
The purpose of this paper is to investigate the relationship between psychological traits and voting behavior. Investigated is the thesis that psychological traits are useful concepts for political scientists as predictors of consistency in behavior. Contending that previous trait theory research has been generally unimpressive, the author…
Descriptors: Behavior Patterns, Behavioral Science Research, Data Analysis, Personality Studies
Cutler, Neal E.; Mimms, Georgeana E. – 1977
The study explored the effect of membership in nonpolitical voluntary associations upon the degree of political activity of members. In particular, the authors asked whether or not these effects were found in a relatively uniform pattern across different age groups. On the basis of the reported levels of political discussion in 14 types of…
Descriptors: Age Groups, Behavior Patterns, Comparative Analysis, Data Analysis
McDonald, Daniel G.; Glynn, Carroll J. – 1986
Focusing on how television viewing fits into a general model of consumer consumption patterns, a study examined (1) the extent to which the viewing of certain television content can be considered a "norm" of society, (2) similarities and differences between the norms for adults and those for children, and (3) some of the antecedents of…
Descriptors: Audience Analysis, Behavior Patterns, Content Analysis, Data Analysis
Vondracek, Fred W. – 1985
A review of the major literature examining human work behavior from the perspective of developmental psychology indicates that, although many issues pertaining to the meaning of the concepts of change and development are still unresolved, a great potential exists for cross-fertilization between developmental and vocational psychology. Vocational…
Descriptors: Adult Development, Attitude Change, Behavior Change, Behavior Patterns
Lundsteen, Sara W. – 1986
Ethnographic research (1) observes human behavior in its natural setting over a substantial period of time, (2) claims that classes of events are better understood through intensive examination of carefully selected particular cases, (3) incorporates as many of the complexities and variables into a setting as possible, and (4) is usually comprised…
Descriptors: Behavior Patterns, Creative Thinking, Data Analysis, Data Collection
Leonard, Wilbert Marcellus, II – 1977
The document describes a field study to investigate the relationship between altruism and blood donating behavior among members of a large midwestern college community. Altruistic behavior is interpreted as combining three motivations: (1) reward-cost, also referred to in terms of behavior as social exchange; (2) social responsibility and…
Descriptors: Altruism, Behavior Patterns, Behavioral Science Research, College Students
Thorelli, Hans B.; And Others – 1977
The paper presents the text of a business and economics session at a conference on recent sociopolitical and socioeconomic developments in West Germany and the United States. Intended as a contribution to the dialogue between the two societies, the paper focuses on differences between average and sophisticated consumers within each country and…
Descriptors: Attitudes, Behavior Patterns, Comparative Analysis, Conferences
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