{"id":"https://openalex.org/W4391584313","doi":"https://doi.org/10.1145/3631802.3631815","title":"From Modelling to Assessing Algorithmic Abstraction \u2013 the Missing Dimension","display_name":"From Modelling to Assessing Algorithmic Abstraction \u2013 the Missing Dimension","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4391584313","doi":"https://doi.org/10.1145/3631802.3631815"},"language":"en","primary_location":{"id":"doi:10.1145/3631802.3631815","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631802.3631815","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631802.3631815","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3631802.3631815","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044417445","display_name":"Liat Nakar","orcid":"https://orcid.org/0009-0008-5631-2835"},"institutions":[{"id":"https://openalex.org/I207073550","display_name":"Ono Academic College","ror":"https://ror.org/02td5wn81","country_code":"IL","type":"education","lineage":["https://openalex.org/I207073550"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Liat Nakar","raw_affiliation_strings":["Ono Academic College, Israel"],"raw_orcid":"https://orcid.org/0009-0008-5631-2835","affiliations":[{"raw_affiliation_string":"Ono Academic College, Israel","institution_ids":["https://openalex.org/I207073550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113113791","display_name":"Mor Friebroon","orcid":null},"institutions":[{"id":"https://openalex.org/I53964585","display_name":"Weizmann Institute of Science","ror":"https://ror.org/0316ej306","country_code":"IL","type":"education","lineage":["https://openalex.org/I53964585"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mor Friebroon","raw_affiliation_strings":["Department of Science Teaching, Weizmann Institute of Science, Israel"],"raw_orcid":"https://orcid.org/0009-0006-6007-0694","affiliations":[{"raw_affiliation_string":"Department of Science Teaching, Weizmann Institute of Science, Israel","institution_ids":["https://openalex.org/I53964585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019990406","display_name":"Michal Armoni","orcid":"https://orcid.org/0000-0002-8988-9023"},"institutions":[{"id":"https://openalex.org/I53964585","display_name":"Weizmann Institute of Science","ror":"https://ror.org/0316ej306","country_code":"IL","type":"education","lineage":["https://openalex.org/I53964585"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michal Armoni","raw_affiliation_strings":["Department of Science Teaching, Weizmann Institute of Science, Israel"],"raw_orcid":"https://orcid.org/0000-0002-8988-9023","affiliations":[{"raw_affiliation_string":"Department of Science Teaching, Weizmann Institute of Science, Israel","institution_ids":["https://openalex.org/I53964585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044417445"],"corresponding_institution_ids":["https://openalex.org/I207073550"],"apc_list":null,"apc_paid":null,"fwci":1.3517,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87012506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9994999766349792,"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":0.9994999766349792,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9189000129699707,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.7852767705917358},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.7365170121192932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.73115473985672},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48761311173439026},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.379372775554657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3302891254425049},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13532334566116333},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08335772156715393}],"concepts":[{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.7852767705917358},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.7365170121192932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73115473985672},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48761311173439026},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.379372775554657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3302891254425049},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13532334566116333},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08335772156715393},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3631802.3631815","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631802.3631815","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631802.3631815","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3631802.3631815","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631802.3631815","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631802.3631815","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391584313.pdf","grobid_xml":"https://content.openalex.org/works/W4391584313.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W108263999","https://openalex.org/W136536699","https://openalex.org/W171101478","https://openalex.org/W291602138","https://openalex.org/W1596861674","https://openalex.org/W1976074935","https://openalex.org/W1976518595","https://openalex.org/W1986370155","https://openalex.org/W2003948931","https://openalex.org/W2008283643","https://openalex.org/W2023195463","https://openalex.org/W2059640080","https://openalex.org/W2080920278","https://openalex.org/W2082296152","https://openalex.org/W2092170263","https://openalex.org/W2112010725","https://openalex.org/W2124209077","https://openalex.org/W2127812042","https://openalex.org/W2128886377","https://openalex.org/W2165568289","https://openalex.org/W2339183141","https://openalex.org/W2522521125","https://openalex.org/W2529058658","https://openalex.org/W2593865023","https://openalex.org/W2788853903","https://openalex.org/W2894554301","https://openalex.org/W2898809334","https://openalex.org/W2958365227","https://openalex.org/W2985392033","https://openalex.org/W4200028067","https://openalex.org/W4387025659","https://openalex.org/W4391869005","https://openalex.org/W6607176823","https://openalex.org/W6631508767","https://openalex.org/W6635934824","https://openalex.org/W6648725003","https://openalex.org/W6671736894","https://openalex.org/W7073916940"],"related_works":["https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W4300973204","https://openalex.org/W3045811229","https://openalex.org/W1483408780","https://openalex.org/W4388675521","https://openalex.org/W2108135022","https://openalex.org/W3148810651","https://openalex.org/W2789077243","https://openalex.org/W2898772359"],"abstract_inverted_index":{"Abstraction":[0],"is":[1,32],"the":[2,15,27,39,54,61,69,90,98,102,133,153,210],"most":[3],"fundamental":[4],"idea":[5],"of":[6,14,29,53,89,101,106,135,157,170,176,182,198,203],"computer":[7],"science":[8],"(CS),":[9],"manifested":[10,33],"in":[11,17,34,160],"every":[12],"aspect":[13],"discipline":[16],"multiple":[18],"forms.":[19],"In":[20,147,168,213],"algorithmic":[21,66,115,119,136,145,158,204,231],"problem":[22,40,55,116,137],"solving,":[23,117],"which":[24],"lies":[25],"at":[26,164],"heart":[28],"CS,":[30],"it":[31],"two":[35,148],"ways:":[36],"1)":[37],"Modeling":[38],"and":[41,56,75,87,155,163,186,221],"its":[42],"components":[43],"as":[44],"computational":[45],"entities,":[46],"while":[47],"focusing":[48],"on":[49,97],"essential":[50],"core":[51],"details":[52,88],"ignoring":[57],"others.":[58],"2)":[59],"Devising":[60],"solution":[62,70,91],"by":[63,180],"constantly":[64],"employing":[65],"abstraction.":[67,120,146,232],"Namely,":[68],"process":[71,108],"involves":[72],"moving":[73],"up":[74],"down":[76],"between":[77],"abstraction":[78,159,205],"levels,":[79],"where":[80],"black":[81],"boxes":[82],"are":[83,92,123],"closed":[84],"or":[85,94,139],"opened,":[86],"ignored":[93],"considered,":[95],"depending":[96],"current":[99],"phase":[100],"problem-solving":[103],"process.":[104],"Models":[105],"this":[107,214],"can":[109],"serve":[110],"educators":[111],"to":[112,131,140],"effectively":[113],"teach":[114],"including":[118],"Such":[121],"models":[122,192,220],"often":[124],"used":[125],"also":[126],"for":[127,129,229],"assessment,":[128],"example,":[130],"examine":[132],"teaching":[134,154],"solving":[138],"evaluate":[141],"students\u2019":[142],"performance":[143],"regarding":[144],"different":[149,161,165],"studies,":[150],"we":[151,217],"explored":[152],"learning":[156],"contexts":[162],"age":[166],"levels.":[167],"each":[169,197],"these":[171,191,219],"studies":[172],"an":[173],"appropriate":[174],"model":[175,228],"assessment":[177],"was":[178],"designed":[179],"means":[181],"combining":[183],"top-down":[184],"(deductive)":[185],"bottom-up":[187],"(inductive)":[188],"analyses.":[189],"Thus,":[190],"expressed":[193],"grounded":[194],"elements,":[195],"namely,":[196],"them":[199],"included":[200],"unique":[201],"aspects":[202],"that":[206],"were":[207],"revealed":[208],"during":[209],"respective":[211],"study.":[212],"theoretical":[215],"paper,":[216],"generalize":[218],"propose":[222],"a":[223],"new":[224],"highly":[225],"expressive":[226],"two-dimensional":[227],"evaluating":[230]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}