Search Results - "programming process data"

Early Performance Prediction using Interpretable Patterns in Programming Process Data by Gao, Ge, Samiha Marwan, Price, Thomas W

“…Instructors have limited time and resources to help struggling students, and these resources should be directed to the students who most need them. To address…”
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On the Opportunities of Large Language Models for Programming Process Data by Edwards, John, Hellas, Arto, Leinonen, Juho

“…Computing educators and researchers have used programming process data to understand how programs are constructed and what sorts of problems students struggle…”
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Factors Affecting Compilable State at Each Keystroke in CS1 by Scott, Steven, Hellas, Arto, Leinonen, Juho, Edwards, John

“…In this paper, we analyze keystroke log data from two introductory programming courses from two distinct contexts to investigate the proportion of events that…”
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Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity by Mangaroska, Katerina, Sharma, Kshitij, Gašević, Dragan, Giannakos, Michail

“… However, current approaches practiced in computing education research (CER) are not sufficient to capture information beyond the basic programming process data (i.e., IDE‐log data…”
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Multimodal Learning Analytics to Inform Learning Design: Lessons Learned from Computing Education by Mangaroska, Katerina, Sharma, Kshitij, Gašević, Dragan, Giannakos, Michalis

“…, cognitive load, confusion) that are posited in the learning sciences as important for learning, and cannot effectively be measured solely with the use of programming process data (IDE-log data…”
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Research on CNC programming and machining process based on CAD/CAM technology by Zhang, Shuling, Bai, Jie

“… In addition, the study calculated the overall similarity between the query part and the CNC programming process data instances through the guidance of the process skeleton, thus realizing the precise…”
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Programming Process, Patterns and Behaviors: Insights from Keystroke Analysis of CS1 Students by Shrestha, Raj

“… them. This thesis is a research done on programming process data that can be collected non-intrusively from CS1 students when they are…”
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IDE-Based Learning Analytics for Assessing Introductory Programming Skill by Beck, Phyllis J

“…Providing a sufficient level of personalized feedback on students' current level of strategic knowledge within the context of the natural programming…”
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Novice Programmers’ Unproductive Persistence: Using Learning Analytics to Interrogate Learning Theories by Smith, Julie Marie

“… to determine which approaches are useful for data analysis. For the study, programming process data from hundreds of novice programmers were analyzed to determine…”
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Applying Learning Analytics to Support Instruction by Feng, Mingyu, Krumm, Andrew, Grover, Shuchi

“…The Society for Learning Analytics Research (SOLAR) defines learning analytics as the collection, analysis and reporting of data about learners and their…”
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Pausing While Programming: Insights From Keystroke Analysis by Shrestha, Raj, Leinonen, Juho, Zavgorodniaia, Albina, Hellas, Arto, Edwards, John

“…Pauses in typing are generally considered to indicate cognitive processing and so are of interest in educational contexts. While much prior work has looked at…”
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