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Maciej Pankiewicz; Yang Shi; Ryan S. Baker – International Educational Data Mining Society, 2025
Knowledge Tracing (KT) models predicting student performance in intelligent tutoring systems have been successfully deployed in several educational domains. However, their usage in open-ended programming problems poses multiple challenges due to the complexity of the programming code and a complex interplay between syntax and logic requirements…
Descriptors: Algorithms, Artificial Intelligence, Models, Intelligent Tutoring Systems
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Sümeyra Akkaya; Anil Erkan – International Journal of Contemporary Educational Research, 2025
Coding means writing down the steps to be followed in order to carry out any operation through computers, using commands step by step. In other words, it is the job of finding a solution to an existing problem by using the language that the computer understands. Thanks to coding education, students are provided with skills such as research,…
Descriptors: Stakeholders, Opinions, Coding, Computer Science Education
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Victor-Alexandru Padurean; Tung Phung; Nachiket Kotalwar; Michael Liut; Juho Leinonen; Paul Denny; Adish Singla – International Educational Data Mining Society, 2025
The growing need for automated and personalized feedback in programming education has led to recent interest in leveraging generative AI for feedback generation. However, current approaches tend to rely on prompt engineering techniques in which predefined prompts guide the AI to generate feedback. This can result in rigid and constrained responses…
Descriptors: Automation, Student Writing Models, Feedback (Response), Programming
Emily Ross; Margaret Marshman; Natalie McMaster – Mathematics Education Research Group of Australasia, 2024
Diminishing duplication and finding connections between the "Australian Curriculum: Mathematics" and "Digital Technologies" were a focus of the revision to version 9. This emphasis has provided enhanced opportunities for integration of these learning areas. In this exploratory multiple case study, interviews with teachers…
Descriptors: Mathematics Instruction, Elementary School Mathematics, Mathematical Concepts, Foreign Countries
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Yuma Miyazaki; Valdemar Švábenský; Yuta Taniguchi; Fumiya Okubo; Tsubasa Minematsu; Atsushi Shimada – International Educational Data Mining Society, 2024
Digital textbook (e-book) systems record student interactions with textbooks as a sequence of events called EventStream data. In the past, researchers extracted meaningful features from EventStream, and utilized them as inputs for downstream tasks such as grade prediction and modeling of student behavior. Previous research evaluated models that…
Descriptors: Textbooks, Electronic Books, Student Behavior, Time
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Charito G. Ong; Josan C. Fermano; Albert Christopher P. Daniot II – International Association for Development of the Information Society, 2022
This study reports an impact assessment of the basic Arduino programming training conducted among select Junior High School Students in a National High School in Cagayan De Oro City. The Focus Group Discussion sessions and survey questionnaires via goggle form complemented the content of the impact study table. The researchers aimed to determine…
Descriptors: Computer Software, Programming, Computer Science Education, Junior High School Students
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Tanaka, Tetsuo; Ueda, Mari – International Association for Development of the Information Society, 2023
In this study, the authors have developed a web-based programming exercise system currently implemented in classrooms. This system not only provides students with a web-based programming environment but also tracks the time spent on exercises, logging operations such as program editing, building, execution, and testing. Additionally, it records…
Descriptors: Scores, Prediction, Programming, Artificial Intelligence
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Burcak Aydin; Gökhan Akcapinar; Vildan Özeke; Mohammad Nehal Hasnine – International Association for Development of the Information Society, 2024
This study explores the relationship between students' affective states and their interactions with educational videos. While video-based learning has become increasingly popular, it is important to understand the emotional and behavioral dynamics that influence learning outcomes. Using a qualitative content analysis approach, data were collected…
Descriptors: Instructional Films, Cognitive Processes, Student Behavior, Psychological Patterns
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Baucks, Frederik; Wiskott, Laurenz – International Educational Data Mining Society, 2022
Curriculum research is an important tool for understanding complex processes within a degree program. In particular, stochastic graphical models and simulations on related curriculum graphs have been used to make predictions about dropout rates, grades, and degree completion time. There exists, however, little research on changes in the curriculum…
Descriptors: Curriculum Development, Educational Change, Educational Policy, Prerequisites
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Yukiko Maruyama – International Association for Development of the Information Society, 2022
The increased focus on computational thinking has led to the acceptance of computer programming as one of the ways of teaching computational thinking. In 2020, Japan introduced programming education in elementary schools. To understand the current situation of parental involvement at the beginning of programming education, this study aimed to know…
Descriptors: Parent Participation, Programming, Computer Science Education, Thinking Skills
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Charles Denver M. Opague; Armando M. Guidote Jr.; Genejane M. Adarlo – International Society for Technology, Education, and Science, 2024
This case study examined the transdisciplinarity and complementarity of a double degree program in undergraduate chemistry and computer engineering, based on the perspectives of its graduates. Semi-structured interviews were conducted with eighteen graduates to explore how well the program integrated both disciplines and prepared them for the job…
Descriptors: Chemistry, Computer Science Education, Science Education, College Programs
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Brockmann, Patricia; Schuhbauer, Heidi; Hinze, Annika – International Association for Development of the Information Society, 2019
Due to increasing digitization in all aspects of life, the demand for qualified software development professionals continues to increase. Students from underrepresented groups, such as first generation students from non-academic families, minorities, single parents and women represent an underutilized pool of untapped potential talent. The…
Descriptors: Employment Qualifications, At Risk Students, Job Skills, Foreign Countries
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Boxuan Ma; Li Chen; Shin’ichi Konomi – International Association for Development of the Information Society, 2024
Generative artificial intelligence (AI) tools like ChatGPT are becoming increasingly common in educational settings, especially in programming education. However, the impact of these tools on the learning process, student performance, and best practices for their integration remains underexplored. This study examines student experiences and…
Descriptors: Artificial Intelligence, Computer Science Education, Programming, Computer Uses in Education
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Bocharov, Mikhail I.; Simonova, Irina V.; Bocharov?, Tatyana I.; Zaika, Anna Y. – International Association for Development of the Information Society, 2020
The analysis of the results of scientific research has revealed the necessity to track the level of anxiety of a student while studying aspects of information security in a particular subject area. And in accordance with the results, it was necessary to justify the choice of methods for management and content of information security training in…
Descriptors: Information Security, Computer Science Education, Anxiety, Middle School Students
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Asmaa Bengueddach; Djamila Hamdadou – International Society for Technology, Education, and Science, 2024
The COVID-19 pandemic, an unprecedented global health crisis, has not only significantly impacted public health but has also caused substantial disruptions to conventional education systems. In response to these challenges, our institution has undertaken innovative measures within the realm of education. A pivotal aspect of our response involves…
Descriptors: Personal Autonomy, Online Courses, Educational Change, Coding
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