{"id":"https://openalex.org/W4392858430","doi":"https://doi.org/10.1145/3626253.3635535","title":"Using Concept Maps for Notional Machine Selection in CS1","display_name":"Using Concept Maps for Notional Machine Selection in CS1","publication_year":2024,"publication_date":"2024-03-14","ids":{"openalex":"https://openalex.org/W4392858430","doi":"https://doi.org/10.1145/3626253.3635535"},"language":"en","primary_location":{"id":"doi:10.1145/3626253.3635535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626253.3635535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th 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/A5036955187","display_name":"Ethan Richards","orcid":"https://orcid.org/0009-0001-6526-2584"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ethan Richards","raw_affiliation_strings":["Colorado School of Mines, Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"Colorado School of Mines, Golden, CO, USA","institution_ids":["https://openalex.org/I167576493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094166305","display_name":"Sonia Spindt","orcid":"https://orcid.org/0009-0001-6967-8050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sonia Spindt","raw_affiliation_strings":["Cherry Creek Schools, Centennial, CO, USA"],"affiliations":[{"raw_affiliation_string":"Cherry Creek Schools, Centennial, CO, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084039801","display_name":"Gabe Fierro","orcid":"https://orcid.org/0000-0002-2081-4525"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Fierro","raw_affiliation_strings":["Colorado School of Mines, Golden, CA, USA"],"affiliations":[{"raw_affiliation_string":"Colorado School of Mines, Golden, CA, USA","institution_ids":["https://openalex.org/I167576493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036955187"],"corresponding_institution_ids":["https://openalex.org/I167576493"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03358225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1794","last_page":"1795"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9772999882698059,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/notional-amount","display_name":"Notional amount","score":0.9881099462509155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305369973182678},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5509629249572754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5446325540542603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49238502979278564},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4687008559703827},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4174291789531708},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.359887957572937},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35960614681243896}],"concepts":[{"id":"https://openalex.org/C192063788","wikidata":"https://www.wikidata.org/wiki/Q7063049","display_name":"Notional amount","level":2,"score":0.9881099462509155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305369973182678},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5509629249572754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5446325540542603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49238502979278564},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4687008559703827},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4174291789531708},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.359887957572937},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35960614681243896},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626253.3635535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626253.3635535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th 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":3,"referenced_works":["https://openalex.org/W1991469716","https://openalex.org/W2775840971","https://openalex.org/W3211146700"],"related_works":["https://openalex.org/W4300185858","https://openalex.org/W1593635781","https://openalex.org/W3143683079","https://openalex.org/W4229444016","https://openalex.org/W4389831142","https://openalex.org/W1524721630","https://openalex.org/W1499627774","https://openalex.org/W2233221338","https://openalex.org/W3124466727","https://openalex.org/W2561379850"],"abstract_inverted_index":{"A":[0],"notional":[1,46,66,85,112,126],"machine":[2,47,67],"is":[3,43,49,94,119],"an":[4,61,64,81],"abstract":[5],"representation":[6],"of":[7,54,84,125],"a":[8,55,69,88,97,130],"program's":[9],"execution.":[10],"These":[11],"alternate":[12],"representations":[13],"serve":[14],"to":[15,95,121],"highlight":[16],"otherwise":[17],"hidden":[18],"or":[19,28],"subtle":[20],"behavior":[21],"in":[22],"program":[23],"execution,":[24],"and":[25,102,111],"eliminate":[26],"unnecessary":[27],"irrelevant":[29],"details":[30],"that":[31,48,117,128],"can":[32],"obstruct":[33],"understanding.":[34],"Prior":[35],"work":[36,76],"has":[37],"established":[38],"that,":[39],"by":[40],"construction,":[41],"there":[42],"no":[44],"\"universal\"":[45],"appropriate":[50,65],"for":[51,68,87],"the":[52],"entirety":[53],"CS1":[56,89],"curriculum.":[57],"How,":[58],"then,":[59],"does":[60],"educator":[62],"choose":[63,80],"given":[70],"learning":[71,132],"sequence?":[72],"We":[73],"present":[74],"initial":[75],"on":[77],"helping":[78],"educators":[79],"effective":[82],"sequence":[83],"machines":[86,113,127],"course.":[90],"Our":[91],"key":[92],"insight":[93],"leverage":[96],"concept":[98],"map":[99],"capturing":[100],"hard":[101],"soft":[103],"dependencies":[104],"between":[105],"computing":[106],"concepts.":[107],"By":[108],"characterizing":[109],"concepts":[110],"together,":[114],"we":[115],"show":[116],"it":[118],"possible":[120],"design":[122],"feasible":[123],"sequences":[124],"cover":[129],"desired":[131],"sequence.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
