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Network Topology Inference: Accounting for Directionality, Learning Tasks, and Data Streams
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Seyed Saman Saboksayr – ProQuest LLC, 2024
Graph Signal Processing (GSP) plays a crucial role in addressing the growing need for information processing across networks, especially in tasks like supervised classification. However, the success of GSP in such tasks hinges on accurately identifying the underlying relational structures, which are often not readily available and must be inferred…
Descriptors: Networks, Topology, Graphs, Information Processing
Examining Self-Regulation Models of Programming Students in Visual Environments: A Bottom-Up Analysis of Learning Behaviour
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Zhaojun Duo; Jianan Zhang; Yonggong Ren; Xiaolu Xu – Education and Information Technologies, 2025
"Self-regulated learning" (SRL) significantly impacts the process and outcome of "programming problem-solving." Studies on SRL behavioural patterns of programming students based on trace data are limited in number and lack of coverage. In this study, hence, the Hidden Markov Model (HMM) was employed to probabilistically mine…
Descriptors: Students, Programming, Problem Solving, Self Management
Student's Thinking Process in Solving Proportions Based on Information Processing Theory
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Isman M. Nur; Cholis Sa'Dijah; Santi Irawati; Subanji – Pegem Journal of Education and Instruction, 2024
This study aims to analyze and to describe, in terms of information processing theory, the thinking processes of junior high school students as they solved problems involving direct and inverse proportions. This study design is qualitative and exploratory-descriptive in nature. 26 students in the seventh grade of SMP Negeri 1 Kota Ternate were…
Descriptors: Thinking Skills, Problem Solving, Mathematical Concepts, Information Processing
Instruments for Assessing Reasoning Skills in Higher Education: A Scoping Review
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Talman, Kirsi; Vierula, Jonna; Kanerva, Anne-Maria; Virkki, Outi; Koivisto, Jaana-Maija; Haavisto, Elina – Assessment & Evaluation in Higher Education, 2021
Reasoning skills are needed in the future work life. As such, it is important that reasoning skills be assessed in higher education, both in the selection phase and during education. This study aims to describe the instruments that are used to assess reasoning skills in higher education. The ultimate goal is to provide information upon which…
Descriptors: Evaluation Methods, Thinking Skills, Higher Education, Literature Reviews
Literacy, Numeracy, and Problem-Solving Skills of Adults with Disabilities in STEM Fields
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J. Jacob Kirksey; Kristin Mansell; Teresa Lansford – Policy Futures in Education, 2024
To aid in the development of a globally competitive workforce, federal policymakers have expressed the priority of preparing students and adults with disabilities to succeed in science, technology, engineering, and mathematics (STEM) fields. Yet, no research has examined the extent to which information-processing, literacy, numeracy, and…
Descriptors: STEM Education, STEM Careers, Literacy, Numeracy
Cognitive Information Processing: Career Theory, Research, and Practice
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James P. Sampson Jr. Ed.; Janet G. Lenz Ed.; Emily Bullock-Yowell Ed.; Debra S. Osborn Ed.; Seth C. W. Hayden Ed. – Online Submission, 2023
This book's aim is to improve the integration of Cognitive Information Processing (CIP) theory, research, and practice, leading to more cost-effective career interventions that help persons to make informed and careful career decisions over a lifetime. The starting point for the book's content was the 2004 Sampson, Reardon, Peterson, and Lenz…
Descriptors: Cognitive Processes, Information Processing, Career Development, Career Choice