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Construction and Analysis of a Decision Tree-Based Predictive Model for Learning Intervention Advice
Chenglong Wang – Turkish Online Journal of Educational Technology - TOJET, 2024
The rapid development of education informatization has accumulated a large amount of data for learning analytics, and adopting educational data mining to find new patterns of data, develop new algorithms and models, and apply known predictive models to the teaching system to improve learning is the challenge and vision of the education field in…
Descriptors: Decision Making, Prediction, Models, Intervention
Krefeld-Schwalb, Antonia; Donkin, Chris; Newell, Ben R.; Scheibehenne, Benjamin – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2019
Past research indicates that individuals respond adaptively to contextual factors in multiattribute choice tasks. Yet it remains unclear how this adaptation is cognitively governed. In this article, empirically testable implementations of two prominent competing theoretical frameworks are developed and compared across two multiattribute choice…
Descriptors: Models, Cues, Probability, Experiments
Jazby, Dan – Mathematics Education Research Group of Australasia, 2014
Research into human decision making (DM) processes from outside of education paint a different picture of DM than current DM models in education. This pilot study assesses the use of critical decision method (CDM)--developed from observations of firefighters' DM -- in the context of primary mathematics teachers' in-class DM. Preliminary results…
Descriptors: Mathematics Teachers, Elementary School Teachers, Primary Education, Decision Making
Cognitive and Representational Cues for Assigning Weight to Numerical Information in Decision-Making
Rinne, Luke Frederick – ProQuest LLC, 2010
Incorporating relevant numerical information into decision-making is a fundamental and important aspect of numeracy. However, the process through which weight is assigned to particular numerical values is not well understood. The central theory proposed in this dissertation is that the weight assigned to numerical information may be conceptualized…
Descriptors: Cues, Intervals, Numeracy, Probability
Stamper, John; Barnes, Tiffany; Croy, Marvin – International Journal of Artificial Intelligence in Education, 2011
The Hint Factory is an implementation of our novel method to automatically generate hints using past student data for a logic tutor. One disadvantage of the Hint Factory is the time needed to gather enough data on new problems in order to provide hints. In this paper we describe the use of expert sample solutions to "seed" the hint generation…
Descriptors: Cues, Prompting, Learning Strategies, Teaching Methods
Thoresen, John C.; Vuong, Quoc C.; Atkinson, Anthony P. – Cognition, 2012
Personality trait attribution can underpin important social decisions and yet requires little effort; even a brief exposure to a photograph can generate lasting impressions. Body movement is a channel readily available to observers and allows judgements to be made when facial and body appearances are less visible; e.g., from great distances.…
Descriptors: Evidence, Personality Traits, Photography, Cues

Brehmer, Berndt – American Journal of Psychology, 1973
The present study is concerned with some aspects of the process of interpersonal learning, specifically, to make inductive inferences - to use a set of probabilistic cues to infer the state of criterion variable. (Author/RK)
Descriptors: College Students, Correlation, Cues, Decision Making

Rossman, Betty B.; Gollob, Harry F. – Journal of Experimental Social Psychology, 1976
The Subject-Verb-Object (S-V-O) approach to social cognition was used to study some traditional balance theory problems and several additional problems as well. (Editor)
Descriptors: Bias, Cues, Decision Making, Hypothesis Testing

Burnstein, Eugene; And Others – Journal of Experimental Social Psychology, 1974
Two studies examined certain discrepancies which have been considered important evidence in support of interpersonal comparison (value-adherence) explanations of group induced shifts in choice. (Editor)
Descriptors: Cognitive Processes, Cues, Decision Making, Group Dynamics
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers