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Teaching and Learning to Construct Data-Based Decision Trees Using Data Cards as the First Introduction to Machine Learning in Middle School
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Yannik Fleischer; Susanne Podworny; Rolf Biehler – Statistics Education Research Journal, 2024
This study investigates how 11- to 12-year-old students construct data-based decision trees using data cards for classification purposes. We examine the students' heuristics and reasoning during this process. The research is based on an eight-week teaching unit during which students labeled data, built decision trees, and assessed them using test…
Descriptors: Decision Making, Data Use, Cognitive Processes, Artificial Intelligence
Comparison of MATLAB and SPSS Software in the Prediction of Academic Achievement with Artificial Neural Networks: Modeling for Elementary School Students
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Çevik, Mustafa; Tabaru-Örnek, Gizem – International Online Journal of Education and Teaching, 2020
In this study, it was aimed to compare the predictions of the academic achievement of the artificial neural networks (ANN) run in MATLAB and SPSS software and to determine the factors related to their academic achievement. Sample consisted of 465 students who were studying at Grade 4 in primary schools in the Central Anatolian Region of Turkey in…
Descriptors: Comparative Analysis, Academic Achievement, Computer Software, Prediction
Epidemiology of Reading Disability: A Comparison of DSM-5 and ICD-11 Criteria
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Di Folco, Cécile; Guez, Ava; Peyre, Hugo; Ramus, Franck – Scientific Studies of Reading, 2022
The present study performed a systematic comparison of DSM-5 and ICD-11 diagnostic criteria for reading disability. We quantitatively investigated the consequences of using DSM-5 or ICD-11, and of the different ways of implementing each diagnostic criterion on the prevalence of reading disability. We did so in a representative sample of the…
Descriptors: Reading Difficulties, Disability Identification, Grade 6, Gender Differences
Exploring the English Language Comprehension, Reading Fluency, and Executive Functions of Spanish-English Bilingual Adolescents with Reading Difficulties
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Weaver, Andrew; Kieffer, Michael J. – Grantee Submission, 2022
This study examines differences in English language comprehension, reading fluency, and executive functions among Spanish-English bilinguals with reading difficulties. Reading difficulties examined included general reading difficulties, defined by low word reading and reading comprehension, and specific-reading comprehension difficulties, defined…
Descriptors: Reading Tests, Achievement Tests, Intelligence Tests, Verbal Ability
Exploring the English Language Comprehension, Reading Fluency, and Executive Functions of Spanish-English Bilingual Adolescents with Reading Difficulties
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Weaver, Andrew; Kieffer, Michael J. – Reading & Writing Quarterly, 2022
This study examines differences in English language comprehension, reading fluency, and executive functions among Spanish-English bilinguals with reading difficulties. Reading difficulties examined included general reading difficulties, defined by low word reading and reading comprehension, and specific-reading comprehension difficulties, defined…
Descriptors: Executive Function, Bilingualism, Spanish, English (Second Language)
Learner Differences among Children Learning a Foreign Language: Language Anxiety, Strategy Use, and Multiple Intelligences
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Liu, Hui-ju; Chen, Ting-Han – English Language Teaching, 2014
This study mainly investigates language anxiety and its relationship to the use of learning strategies and multiple intelligences among young learners in an EFL educational context. The participants were composed of 212 fifth- and sixth-graders from elementary schools in central Taiwan. Findings indicated that most participants generally…
Descriptors: Foreign Countries, Anxiety, Second Language Learning, Learning Strategies