{"id":"https://openalex.org/W4407685224","doi":"https://doi.org/10.1145/3641555.3705219","title":"Mining Hierarchies with Conviction: Constructing the CS1 Skill Hierarchy with Pairwise Comparisons over Skill Distributions","display_name":"Mining Hierarchies with Conviction: Constructing the CS1 Skill Hierarchy with Pairwise Comparisons over Skill Distributions","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4407685224","doi":"https://doi.org/10.1145/3641555.3705219"},"language":"en","primary_location":{"id":"doi:10.1145/3641555.3705219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114337734","display_name":"Dip Kiran Pradhan Newar","orcid":"https://orcid.org/0009-0003-3499-3645"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dip Kiran Pradhan Newar","raw_affiliation_strings":["Utah State University, Logan, UT, USA"],"raw_orcid":"https://orcid.org/0009-0003-3499-3645","affiliations":[{"raw_affiliation_string":"Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091001653","display_name":"Max Fowler","orcid":"https://orcid.org/0000-0002-4730-447X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Max Fowler","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4730-447X","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014942043","display_name":"David H. Smith","orcid":"https://orcid.org/0000-0002-6572-4347"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David H. Smith","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-6572-4347","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031075692","display_name":"Seth Poulsen","orcid":"https://orcid.org/0000-0001-6284-9972"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seth Poulsen","raw_affiliation_strings":["Utah State University, Logan, UT, USA"],"raw_orcid":"https://orcid.org/0000-0001-6284-9972","affiliations":[{"raw_affiliation_string":"Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114337734"],"corresponding_institution_ids":["https://openalex.org/I121980950"],"apc_list":null,"apc_paid":null,"fwci":2.9051,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88161693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1583","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.8778190612792969},{"id":"https://openalex.org/keywords/conviction","display_name":"Conviction","score":0.8361735939979553},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.7834009528160095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6411479115486145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43210622668266296},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4092288613319397},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.05900156497955322},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.04829835891723633}],"concepts":[{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.8778190612792969},{"id":"https://openalex.org/C2777278149","wikidata":"https://www.wikidata.org/wiki/Q2916183","display_name":"Conviction","level":2,"score":0.8361735939979553},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.7834009528160095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6411479115486145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43210622668266296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4092288613319397},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.05900156497955322},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.04829835891723633}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641555.3705219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2012560454","https://openalex.org/W2037965136","https://openalex.org/W2912010641","https://openalex.org/W3195654431","https://openalex.org/W3196116495","https://openalex.org/W4282015716"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Introductory":[0],"Programming":[1],"courses":[2],"teach":[3],"multiple":[4],"skills":[5,132,193],"such":[6,63],"as":[7],"1)":[8],"explaining":[9,171],"the":[10,15,27,32,39,80,104,122,140,157,192],"purpose":[11],"of":[12,20,34,91,130],"code,":[13],"2)":[14],"ability":[16,28,40],"to":[17,29,41,54,87,150,152,170,181],"arrange":[18],"lines":[19],"code":[21,43,165,172,176],"in":[22,59,114,121],"correct":[23],"sequence,":[24],"and":[25,37,67,99,173],"3)":[26],"trace":[30],"through":[31],"execution":[33],"a":[35,48,52,118,146,167,179,198],"program,":[36],"4)":[38],"write":[42,153],"from":[44,83,106,117],"scratch.":[45],"Knowing":[46],"if":[47],"programming":[49,128,135],"skill":[50,73,169],"is":[51,145,166,177],"prerequisite":[53,147,168,180],"another":[55],"would":[56],"assist":[57],"instructors":[58,188],"organizing":[60],"their":[61],"materials":[62],"that":[64,143,163,174],"students":[65,126,149,194],"encounter":[66],"learn":[68,151],"new":[69,199],"topics":[70],"using":[71],"optimal":[72],"sequences.":[74],"In":[75],"this":[76],"study,":[77],"we":[78],"used":[79,103],"conviction":[81],"measure":[82],"association":[84],"rule":[85],"mining":[86],"perform":[88],"pair-wise":[89],"comparisons":[90],"five":[92],"skills:":[93],"Write,":[94],"Trace,":[95],"Reverse":[96],"trace,":[97],"Sequence,":[98],"Explain":[100],"code.":[101,154,183],"We":[102],"data":[105],"four":[107],"exams":[108],"with":[109],"more":[110],"than":[111],"600":[112],"participants":[113],"each":[115],"exam":[116],"public":[119],"university":[120],"United":[123],"States,":[124],"where":[125],"solved":[127],"assignments":[129],"different":[131],"for":[133,148],"several":[134],"topics.":[136],"Our":[137,184],"findings":[138],"matched":[139],"previous":[141,158],"finding":[142],"tracing":[144],"But,":[155],"contradicting":[156],"claims,":[159],"our":[160],"analysis":[161],"suggested":[162],"writing":[164,182],"sequencing":[175],"not":[178],"research":[185],"can":[186],"help":[187],"by":[189],"systematically":[190],"arranging":[191],"exercise":[195],"when":[196],"encountering":[197],"topic.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
