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Yuang Wei; Bo Jiang – IEEE Transactions on Learning Technologies, 2024
Understanding student cognitive states is essential for assessing human learning. The deep neural networks (DNN)-inspired cognitive state prediction method improved prediction performance significantly; however, the lack of explainability with DNNs and the unitary scoring approach fail to reveal the factors influencing human learning. Identifying…
Descriptors: Cognitive Mapping, Models, Prediction, Short Term Memory
Patience Stevens; David C. Plaut – Grantee Submission, 2022
The morphological structure of complex words impacts how they are processed during visual word recognition. This impact varies over the course of reading acquisition and for different languages and writing systems. Many theories of morphological processing rely on a decomposition mechanism, in which words are decomposed into explicit…
Descriptors: Written Language, Morphology (Languages), Word Recognition, Reading Processes
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Nosofsky, Robert M.; Cao, Rui; Harding, Samuel M.; Shiffrin, Richard M. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2021
Participants gave recognition judgments for short lists of pictures of everyday objects. Pictures in a given list were an equal mixture of three types that varied according to the way they were used as targets and foils earlier in the same session. Under consistent-mapping (CM), targets and foils never switch roles; under varied-mapping (VM),…
Descriptors: Long Term Memory, Short Term Memory, Recognition (Psychology), Cognitive Mapping
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Lin Chen; Charles Perfetti – Language Teaching Research Quarterly, 2024
Learning new words is fundamental in both first and second-language reading. There are, however, divided opinions on the best instructional approaches. Two widely used approaches across languages are whole-word focus and word-constituent focus. The appropriateness of each approach has varied historically, even within a single language (e.g., the…
Descriptors: Chinese, Second Language Learning, Second Language Instruction, Teaching Methods
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Ahmet Tasdere; Mehmet Fatih Kaya – Science Education International, 2023
The aim of the study was to investigate the effect of the Common Knowledge Construction Model (CKCM) on 10th-grade students' conceptual understanding of the buoyancy and density of liquids topic. Within a pre-experimental (one group pre-test/post-test) research design, this study was conducted with 22 of 10th-grade students. To collect data, the…
Descriptors: Science Instruction, Scientific Concepts, Concept Formation, Grade 10
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Stainthorp, Rhona – Education 3-13, 2021
This paper presents an overview of evidence from psychological research, which enables us to understand the processes involved in word reading, how children develop word reading skills and how to teach them to read words successfully. Psychological models of reading in alphabetic orthographies propose two routes to word reading: an indirect route…
Descriptors: Psychology, Reading Processes, Alphabets, Models
Craig Thorburn – ProQuest LLC, 2023
Language learners need to map a continuous, multidimensional acoustic signal to discrete abstract speech categories. The complexity of this mapping poses a difficult learning problem, particularly for second language learners who struggle to acquire the speech sounds of a non-native language, and almost never reach native-like ability. A common…
Descriptors: Second Language Learning, Second Language Instruction, Video Games, Acoustics
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Mansouri, Taha; ZareRavasan, Ahad; Ashrafi, Amir – Journal of Information Technology Education: Research, 2021
Aim/Purpose: This research aims to present a brand-new approach for student performance prediction using the Learning Fuzzy Cognitive Map (LFCM) approach. Background: Predicting student academic performance has long been an important research topic in many academic disciplines. Different mathematical models have been employed to predict student…
Descriptors: Cognitive Mapping, Models, Prediction, Performance Factors
Jin Wang – ProQuest LLC, 2022
Reading is an essential skill for daily life and academic success. According to the connectionist model of reading, word recognition involves orthographic, phonological, and semantic processing, as well as the interactions among them. Language skill such as phonological processing, develops earlier than reading acquisition, and thus likely serves…
Descriptors: Reading Skills, Phonological Awareness, Elementary School Students, Phonemes
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Alshehri, Amira Abdullah – Journal of Language and Linguistic Studies, 2021
This study investigates two models of L2 vocabulary acquisition at an advanced L2 level: L1 lemma mediation and the revised hierarchical models. Proponents of the L1 lemma mediation model postulate that advanced L2 learners map L2 words to L1 meanings or concepts, whereas proponents of the revised hierarchical model argue that the increasing…
Descriptors: Cognitive Mapping, Second Language Learning, Second Language Instruction, Vocabulary Development