Interpretable Clustering of Students’ Solutions in Introductory Programming
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F21%3A00121982" target="_blank" >RIV/00216224:14330/21:00121982 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1007/978-3-030-78292-4_9" target="_blank" >https://doi.org/10.1007/978-3-030-78292-4_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-78292-4_9" target="_blank" >10.1007/978-3-030-78292-4_9</a>
Alternative languages
Result language
angličtina
Original language name
Interpretable Clustering of Students’ Solutions in Introductory Programming
Original language description
In introductory programming and other problem-solving activities, students can create many variants of a solution. For teachers, content developers, or applications in student modeling, it is useful to find structure in the set of all submitted solutions. We propose a generic, modular algorithm for the construction of interpretable clustering of students’ solutions in problem-solving activities. We describe a specific realization of the algorithm for introductory Python programming and report results of the evaluation on a diverse set of problems.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Artificial Intelligence in Education. AIED 2021. Lecture Notes in Computer Science, vol 12748
ISBN
9783030782917
ISSN
0302-9743
e-ISSN
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Number of pages
12
Pages from-to
101-112
Publisher name
Springer
Place of publication
Cham
Event location
Utrecht, The Netherlands
Event date
Jan 1, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000885021300009