Validating, Refining, and Identifying Programming Plans Using Learning Curve Analysis on Code Writing Data Article Swipe

View

Mehmet Arif Demirtaş , Max Fowler , N. Hu , Kathryn Cunningham ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.1145/3632620.3671120

Related Topics

Concepts

Computer science Refining (metallurgy) Code (set theory) Learning curve Programming language Software engineering Chemistry Physical chemistry Set (abstract data type) Operating system

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1145/3632620.3671120
OA Status: gold
Cited By: 3
References: 44
Related Works: 10
OpenAlex ID: https://openalex.org/W4401357075

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4401357075

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1145/3632620.3671120

Digital Object Identifier
Title: Validating, Refining, and Identifying Programming Plans Using Learning Curve Analysis on Code Writing Data

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2024

Year of publication
Publication date: 2024-08-06

Full publication date if available
Authors: Mehmet Arif Demirtaş, Max Fowler, N. Hu, Kathryn Cunningham

List of authors in order
Landing page: https://doi.org/10.1145/3632620.3671120

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: gold

Open access status per OpenAlex
OA URL: https://doi.org/10.1145/3632620.3671120

Direct OA link when available
Concepts: Computer science, Refining (metallurgy), Code (set theory), Learning curve, Programming language, Software engineering, Chemistry, Physical chemistry, Set (abstract data type), Operating system

Top concepts (fields/topics) attached by OpenAlex
Cited by: 3

Total citation count in OpenAlex
Citations by year (recent): 2025: 3

Per-year citation counts (last 5 years)
References (count): 44

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4401357075
doi	https://doi.org/10.1145/3632620.3671120
ids.doi	https://doi.org/10.1145/3632620.3671120
ids.openalex	https://openalex.org/W4401357075
fwci	3.20469821
type	article
title	Validating, Refining, and Identifying Programming Plans Using Learning Curve Analysis on Code Writing Data
biblio.issue
biblio.volume
biblio.last_page	279
biblio.first_page	263
topics[0].id	https://openalex.org/T10533
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9997000098228455
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1706
topics[0].subfield.display_name	Computer Science Applications
topics[0].display_name	Teaching and Learning Programming
topics[1].id	https://openalex.org/T11902
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.9965000152587891
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1702
topics[1].subfield.display_name	Artificial Intelligence
topics[1].display_name	Intelligent Tutoring Systems and Adaptive Learning
topics[2].id	https://openalex.org/T14025
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.9850000143051147
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1710
topics[2].subfield.display_name	Information Systems
topics[2].display_name	Educational Technology and Assessment
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C41008148
concepts[0].level	0
concepts[0].score	0.814792275428772
concepts[0].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[0].display_name	Computer science
concepts[1].id	https://openalex.org/C60044698
concepts[1].level	2
concepts[1].score	0.699837327003479
concepts[1].wikidata	https://www.wikidata.org/wiki/Q1283324
concepts[1].display_name	Refining (metallurgy)
concepts[2].id	https://openalex.org/C2776760102
concepts[2].level	3
concepts[2].score	0.5519317388534546
concepts[2].wikidata	https://www.wikidata.org/wiki/Q5139990
concepts[2].display_name	Code (set theory)
concepts[3].id	https://openalex.org/C34585555
concepts[3].level	2
concepts[3].score	0.52667635679245
concepts[3].wikidata	https://www.wikidata.org/wiki/Q1368723
concepts[3].display_name	Learning curve
concepts[4].id	https://openalex.org/C199360897
concepts[4].level	1
concepts[4].score	0.4647684693336487
concepts[4].wikidata	https://www.wikidata.org/wiki/Q9143
concepts[4].display_name	Programming language
concepts[5].id	https://openalex.org/C115903868
concepts[5].level	1
concepts[5].score	0.3332694470882416
concepts[5].wikidata	https://www.wikidata.org/wiki/Q80993
concepts[5].display_name	Software engineering
concepts[6].id	https://openalex.org/C185592680
concepts[6].level	0
concepts[6].score	0.0
concepts[6].wikidata	https://www.wikidata.org/wiki/Q2329
concepts[6].display_name	Chemistry
concepts[7].id	https://openalex.org/C147789679
concepts[7].level	1
concepts[7].score	0.0
concepts[7].wikidata	https://www.wikidata.org/wiki/Q11372
concepts[7].display_name	Physical chemistry
concepts[8].id	https://openalex.org/C177264268
concepts[8].level	2
concepts[8].score	0.0
concepts[8].wikidata	https://www.wikidata.org/wiki/Q1514741
concepts[8].display_name	Set (abstract data type)
concepts[9].id	https://openalex.org/C111919701
concepts[9].level	1
concepts[9].score	0.0
concepts[9].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[9].display_name	Operating system
keywords[0].id	https://openalex.org/keywords/computer-science
keywords[0].score	0.814792275428772
keywords[0].display_name	Computer science
keywords[1].id	https://openalex.org/keywords/refining
keywords[1].score	0.699837327003479
keywords[1].display_name	Refining (metallurgy)
keywords[2].id	https://openalex.org/keywords/code
keywords[2].score	0.5519317388534546
keywords[2].display_name	Code (set theory)
keywords[3].id	https://openalex.org/keywords/learning-curve
keywords[3].score	0.52667635679245
keywords[3].display_name	Learning curve
keywords[4].id	https://openalex.org/keywords/programming-language
keywords[4].score	0.4647684693336487
keywords[4].display_name	Programming language
keywords[5].id	https://openalex.org/keywords/software-engineering
keywords[5].score	0.3332694470882416
keywords[5].display_name	Software engineering
language	en
locations[0].id	doi:10.1145/3632620.3671120
locations[0].is_oa	True
locations[0].source
locations[0].license	cc-by
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	proceedings-article
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1
locations[0].landing_page_url	https://doi.org/10.1145/3632620.3671120
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5011668727
authorships[0].author.orcid	https://orcid.org/0000-0001-5674-5878
authorships[0].author.display_name	Mehmet Arif Demirtaş
authorships[0].countries	US
authorships[0].affiliations[0].institution_ids	https://openalex.org/I157725225
authorships[0].affiliations[0].raw_affiliation_string	University of Illinois Urbana-Champaign, United States
authorships[0].institutions[0].id	https://openalex.org/I157725225
authorships[0].institutions[0].ror	https://ror.org/047426m28
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I157725225
authorships[0].institutions[0].country_code	US
authorships[0].institutions[0].display_name	University of Illinois Urbana-Champaign
authorships[0].author_position	first
authorships[0].raw_author_name	Mehmet Arif Demirtaş
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	University of Illinois Urbana-Champaign, United States
authorships[1].author.id	https://openalex.org/A5091001653
authorships[1].author.orcid	https://orcid.org/0000-0002-4730-447X
authorships[1].author.display_name	Max Fowler
authorships[1].countries	US
authorships[1].affiliations[0].institution_ids	https://openalex.org/I157725225
authorships[1].affiliations[0].raw_affiliation_string	University of Illinois Urbana-Champaign, USA
authorships[1].institutions[0].id	https://openalex.org/I157725225
authorships[1].institutions[0].ror	https://ror.org/047426m28
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I157725225
authorships[1].institutions[0].country_code	US
authorships[1].institutions[0].display_name	University of Illinois Urbana-Champaign
authorships[1].author_position	middle
authorships[1].raw_author_name	Max Fowler
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	University of Illinois Urbana-Champaign, USA
authorships[2].author.id	https://openalex.org/A5025032374
authorships[2].author.orcid	https://orcid.org/0009-0006-2261-5462
authorships[2].author.display_name	N. Hu
authorships[2].countries	US
authorships[2].affiliations[0].institution_ids	https://openalex.org/I157725225
authorships[2].affiliations[0].raw_affiliation_string	University of Illinois Urbana-Champaign, USA
authorships[2].institutions[0].id	https://openalex.org/I157725225
authorships[2].institutions[0].ror	https://ror.org/047426m28
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I157725225
authorships[2].institutions[0].country_code	US
authorships[2].institutions[0].display_name	University of Illinois Urbana-Champaign
authorships[2].author_position	middle
authorships[2].raw_author_name	Nicole Hu
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	University of Illinois Urbana-Champaign, USA
authorships[3].author.id	https://openalex.org/A5011238152
authorships[3].author.orcid	https://orcid.org/0000-0002-9702-2796
authorships[3].author.display_name	Kathryn Cunningham
authorships[3].countries	US
authorships[3].affiliations[0].institution_ids	https://openalex.org/I157725225
authorships[3].affiliations[0].raw_affiliation_string	University of Illinois Urbana-Champaign, United States
authorships[3].institutions[0].id	https://openalex.org/I157725225
authorships[3].institutions[0].ror	https://ror.org/047426m28
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I157725225
authorships[3].institutions[0].country_code	US
authorships[3].institutions[0].display_name	University of Illinois Urbana-Champaign
authorships[3].author_position	last
authorships[3].raw_author_name	Kathryn Cunningham
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	University of Illinois Urbana-Champaign, United States
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.1145/3632620.3671120
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Validating, Refining, and Identifying Programming Plans Using Learning Curve Analysis on Code Writing Data
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T10533
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9997000098228455
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1706
primary_topic.subfield.display_name	Computer Science Applications
primary_topic.display_name	Teaching and Learning Programming
related_works	https://openalex.org/W1595345252, https://openalex.org/W2392526918, https://openalex.org/W2362540361, https://openalex.org/W2019560916, https://openalex.org/W2361983698, https://openalex.org/W2347697528, https://openalex.org/W2354123794, https://openalex.org/W2372508235, https://openalex.org/W2560036917, https://openalex.org/W2349506406
cited_by_count	3
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	3
locations_count	1
best_oa_location.id	doi:10.1145/3632620.3671120
best_oa_location.is_oa	True
best_oa_location.source
best_oa_location.license	cc-by
best_oa_location.pdf_url
best_oa_location.version	publishedVersion
best_oa_location.raw_type	proceedings-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1
best_oa_location.landing_page_url	https://doi.org/10.1145/3632620.3671120
primary_location.id	doi:10.1145/3632620.3671120
primary_location.is_oa	True
primary_location.source
primary_location.license	cc-by
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	proceedings-article
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1
primary_location.landing_page_url	https://doi.org/10.1145/3632620.3671120
publication_date	2024-08-06
publication_year	2024
referenced_works	https://openalex.org/W4381956451, https://openalex.org/W2163640453, https://openalex.org/W2035704953, https://openalex.org/W2060673657, https://openalex.org/W1562092080, https://openalex.org/W3162583225, https://openalex.org/W2296348247, https://openalex.org/W3134818267, https://openalex.org/W2055520200, https://openalex.org/W2040121560, https://openalex.org/W3135598634, https://openalex.org/W4200405841, https://openalex.org/W4200104450, https://openalex.org/W4213412371, https://openalex.org/W2106779500, https://openalex.org/W2121811750, https://openalex.org/W2143622811, https://openalex.org/W2171825763, https://openalex.org/W2088087523, https://openalex.org/W2001213022, https://openalex.org/W2089468278, https://openalex.org/W4323825490, https://openalex.org/W4285778357, https://openalex.org/W4243239880, https://openalex.org/W2512003400, https://openalex.org/W2915211782, https://openalex.org/W2917832356, https://openalex.org/W2015654887, https://openalex.org/W2137591954, https://openalex.org/W2036533373, https://openalex.org/W2014127188, https://openalex.org/W2138432297, https://openalex.org/W2133247167, https://openalex.org/W4247347911, https://openalex.org/W2096699669, https://openalex.org/W2014132843, https://openalex.org/W2347061999, https://openalex.org/W4404977879, https://openalex.org/W3101980597, https://openalex.org/W4383181270, https://openalex.org/W2614322402, https://openalex.org/W563126865, https://openalex.org/W9257172, https://openalex.org/W1492518088
referenced_works_count	44
abstract_inverted_index
cited_by_percentile_year.max	97
cited_by_percentile_year.min	96
countries_distinct_count	1
institutions_distinct_count	4
sustainable_development_goals[0].id	https://metadata.un.org/sdg/4
sustainable_development_goals[0].score	0.8100000023841858
sustainable_development_goals[0].display_name	Quality Education
citation_normalized_percentile.value	0.87587041
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True