Search Results - "Programming process data"

On the Opportunities of Large Language Models for Programming Process Data

Authors: John Edwards Arto Hellas Juho Leinonen et al.

Contributors: John Edwards Arto Hellas Juho Leinonen et al.

Source: Proceedings of the 27th Australasian Computing Education Conference. :105-113

Subject Terms: FOS: Computer and information sciences, programming process data, K.3, Computer Science - Artificial Intelligence, E.m, programming process summarization, programming process feedback, keystroke data, Computer Science - Computers and Society, Artificial Intelligence (cs.AI), generative AI, Computers and Society (cs.CY), large language models

File Description: application/pdf

Access URL: http://arxiv.org/abs/2411.00414
https://aaltodoc.aalto.fi/handle/123456789/137005

G is for Generalisation: Predicting Student Success from Keystrokes

Authors: Pullar-Strecker, Zac Pereira, Filipe Dwan Denny, Paul et al.

Contributors: Pullar-Strecker, Zac Pereira, Filipe Dwan Denny, Paul et al.

Source: Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1. :1028-1034

Subject Terms: ta113, learning analytics, programming process data, computing education, educational data mining, predicting performance

File Description: application/pdf

Access URL: http://juuli.fi/Record/0675408723
https://doi.org/10.1145/3545945.3569824
https://aaltodoc.aalto.fi/handle/123456789/125473

Factors Affecting Compilable State at Each Keystroke in CS1

Authors: Scott, Steven Hellas, A Leinonen, J et al.

Contributors: Scott, Steven Hellas, A Leinonen, J et al.

Source: 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET). :314-323

Subject Terms: Educational data mining, Keystroke analysis, Programming process data, 4. Education, Keystroke data, 05 social sciences, 0101 mathematics, Predicting performance, 0503 education, 01 natural sciences

File Description: application/pdf

Access URL: https://aaltodoc.aalto.fi/handle/123456789/125520

Pausing while programming: insights from keystroke analysis

Authors: Shrestha, Raj Leinonen, Juho Zavgorodniaia, Albina et al.

Contributors: Shrestha, Raj Leinonen, Juho Zavgorodniaia, Albina et al.

Source: Computer Science Student Research

Subject Terms: programming process data, pausing, Computer Sciences, pauses, breaks, 4. Education, 05 social sciences, 0503 education, keystroke data, digraphs

File Description: application/pdf

Access URL: https://digitalcommons.usu.edu/computer_science_stures/23
https://digitalcommons.usu.edu/context/computer_science_stures/article/1022/viewcontent/Pausing_while_programming_insights_from_keystroke_analysis.pdf
https://aaltodoc.aalto.fi/handle/123456789/115327

A Study of Keystroke Data in Two Contexts: Written Language and Programming Language Influence Predictability of Learning Outcomes

Authors: Edwards, John Leinonen, Juho Hellas et al.

Contributors: Edwards, John Leinonen, Juho Hellas et al.

Source: Proceedings of the 51st ACM Technical Symposium on Computer Science Education. :413-419

Subject Terms: Educational sciences, ta113, Computer and information sciences, Keystroke analysis, 4. Education, Keystroke data, 05 social sciences, 02 engineering and technology, Educational data mining, Programming process data, Digraphs, 0202 electrical engineering, electronic engineering, information engineering, Predicting performance, 0503 education

File Description: application/pdf

Access URL: https://helda.helsinki.fi/bitstream/10138/318519/1/SIGCSE2020_digraphs.pdf
http://juuli.fi/Record/0371072820
https://doi.org/10.1145/3328778.3366863
https://researchportal.helsinki.fi/en/publications/a-study-of-keystroke-data-in-two-contexts-written-language-and-pr
https://helda.helsinki.fi/handle/10138/318519
https://dblp.uni-trier.de/db/conf/sigcse/sigcse2020.html#EdwardsLH20
https://helda.helsinki.fi/bitstream/10138/318519/1/SIGCSE2020_digraphs.pdf
http://hdl.handle.net/10138/318519
https://aaltodoc.aalto.fi/handle/123456789/101429

ProgSnap2: A Flexible Format for Programming Process Data

Authors: Price, Thomas W. Hovemeyer, David Rivers, Kelly et al.

Subject Terms: Programming process data, Data standards, Data sharing, Learning analytics

Relation: http://hdl.handle.net/10197/10158

Availability: http://hdl.handle.net/10197/10158

IDE Action Log Dataset from a CS1 MOOC

Authors: Leinonen, Juho orcid:0000-0001-6829- Hellas, Arto

Subject Terms: IDE logs, log data, programming process data, Integrated Development Environment, IDE, programming, CS1, keystroke data, learning analytics, educational data mining

Relation: https://zenodo.org/records/6903968; oai:zenodo.org:6903968; https://doi.org/10.5281/zenodo.6903968

Availability: https://doi.org/10.5281/zenodo.6903968
https://zenodo.org/records/6903968