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Tato, Ange; Nkambou, Roger; Dufresne, Aude; Beauchamp, Miriam H. – International Educational Data Mining Society, 2017
We propose a model that employs convolutional neural networks (CNN) to evaluate sociomoral reasoning maturity, a key social ability, necessary for adaptive social functioning. Our model is used in a serious game to evaluate learners. It uses pre-annotated textual data (verbatims) and a coding scheme (SoMoral) applied by experts in psychology.…
Descriptors: Models, Artificial Intelligence, Thinking Skills, Semantics
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Doroudi, Shayan; Brunskill, Emma – International Educational Data Mining Society, 2017
In this paper, we investigate two purported problems with Bayesian Knowledge Tracing (BKT), a popular statistical model of student learning: "identifiability" and "semantic model degeneracy." In 2007, Beck and Chang stated that BKT is susceptible to an "identifiability problem"--various models with different…
Descriptors: Bayesian Statistics, Research Problems, Models, Learning
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Sorhagen, Nicole S.; Keiffer, Jacqueline N.; Weinraub, Marsha – Developmental Psychology, 2019
Does mothers' employment predict the subsequent maternal employment of their daughters? Social learning theory suggests that modeling should increase under more positive relationship conditions. We examined the congruence between mothers' maternal employment and daughters' maternal employment longitudinally across 4 periods of parenthood and as a…
Descriptors: Mothers, Employed Parents, Parent Child Relationship, Daughters
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Annis, Jeffrey; Palmeri, Thomas J. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2019
The development of visual expertise is accompanied by enhanced visual object recognition memory within an expert domain. We aimed to understand the relationship between expertise and memory by modeling cognitive mechanisms. Participants with a measured range of birding expertise were recruited and tested on memory for birds (expert domain) and…
Descriptors: Long Term Memory, Short Term Memory, Visual Perception, Expertise
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Fernández-López, María; Marcet, Ana; Perea, Manuel – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2019
In past decades, researchers have conducted a myriad of masked priming lexical decision experiments aimed at unveiling the early processes underlying lexical access. A relatively overlooked question is whether a masked unrelated wordlike/unwordlike prime influences the processing of the target stimuli. If participants apply to the primes the same…
Descriptors: Priming, Decision Making, Language Processing, Bayesian Statistics
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McKenna, Ursula; Francis, Leslie J. – British Journal of Religious Education, 2019
What does it mean to be a Muslim young woman in Britain today and with which religious and social values do these young women identify? This paper tests the thesis that Muslim identity predicts distinctive values of public and social significance among female adolescents (13- to 15- years of age) who participated in a survey conducted across the…
Descriptors: Females, Muslims, Social Values, Religious Education
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Baten, Elke; Desoete, Annemie – ZDM: The International Journal on Mathematics Education, 2019
The role of metacognitive postdiction accuracy and autonomous and controlled motivation in mathematics was explored in elementary school children (n = 208) within two perspectives, related to sample characteristics. A first study was set up in a population-based cohort. A second study was set up with children with and without a documented…
Descriptors: Metacognition, Learning Motivation, Accuracy, Self Evaluation (Individuals)
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Lu, Jiafang – Asia-Pacific Education Researcher, 2019
Despite the crucial importance of teacher impact for a wide range of student and teacher outcomes, it is not clear whether any individual-level factors precede teacher passion and if so how. Drawing on self-regulation theory and the self-regulatory strength model, I propose a theoretical reciprocal model in which teachers' sleep quality predicts…
Descriptors: Metacognition, Sleep, Prediction, Work Attitudes
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Vidak, Andrej; Odžak, Senad; Mešic, Vanes – Research in Science & Technological Education, 2019
Background: It is widely known that for many students it is very difficult to correctly predict how thermal expansion affects the appearance of a metal plate with a circular hole. Interviews with school teachers show that the source of this difficulty could stem from the fact that students' internal visualizations of an arbitrary object's thermal…
Descriptors: Physics, College Science, Science Instruction, Prediction
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Sokmen, Yavuz; Kilic, Durmus – International Journal of Research in Education and Science, 2019
In this study, it was aimed explore the relationship between primary school teachers' sense of self-efficacy, autonomy, job satisfaction, teacher engagement, and burnout variables. The study was conducted using a quantitative research design and a correlational model. The data were collected at three different levels. In the first level, during…
Descriptors: Correlation, Elementary School Teachers, Job Satisfaction, Teacher Burnout
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Read, Kirsten; Furay, Erin; Zylstra, Dana – First Language, 2019
Preschoolers can learn vocabulary through shared book reading, especially when given the opportunity to predict and/or reflect on the novel words encountered in the story. Readers often pause and encourage children to guess or repeat novel words during shared reading, and prior research has suggested a positive correlation between how much readers…
Descriptors: Prediction, Reflection, Comparative Analysis, Story Reading
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Tomasik, Martin J.; Napolitano, Christopher M.; Moser, Urs – Child Development, 2019
Thriving is a developmental process that is shaped by previous and current interactions within developmental contexts. We hypothesized that academic performance in the school context will positively predict thriving in young adulthood. Data of N = 2,043 students from Zurich were assessed with standardized tests in Grades 1, 3, 6, and 9. Results…
Descriptors: Academic Achievement, Compulsory Education, Young Adults, Individual Development
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Taft, Seth A. – Music Educators Journal, 2019
Challenges are a constant across all kinds of musical contexts, and teachers are always looking for ways to help students overcome them. While there are many technical and pedagogical approaches to helping students achieve in music, psychology also plays a significant role in the struggles that students face. Counteractive optimism, the act of…
Descriptors: Music, Music Education, Positive Attitudes, Prediction
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Berger, Cynthia; Crossley, Scott; Skalicky, Stephen – Studies in Second Language Acquisition, 2019
A large dataset of word recognition behavior from nonnative speakers (NNS) of English was collected using an online crowdsourced lexical decision task. Lexical features were used to predict NNS lexical decision latencies and accuracies. Predictors of NNS latencies and accuracy included contextual diversity, age of acquisition, and contextual…
Descriptors: Word Recognition, Decision Making, Second Language Learning, English (Second Language)
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Blaine, Bruce Evan – Scholarship and Practice of Undergraduate Research, 2019
Reproducibility crises have arisen in psychology and other behavioral sciences, spurring efforts to ensure research findings are credible and replicable. Although reforms are occurring at professional levels in terms of new publication parameters and open science initiatives, the credibility and reproducibility of undergraduate research deserves…
Descriptors: Undergraduate Students, Student Research, Behavioral Science Research, Research Methodology
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