{"id":"https://openalex.org/W4411374715","doi":"https://doi.org/10.1145/3724389.3731283","title":"Developing an AI Concept Inventory for Non-Experts","display_name":"Developing an AI Concept Inventory for Non-Experts","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411374715","doi":"https://doi.org/10.1145/3724389.3731283"},"language":"en","primary_location":{"id":"doi:10.1145/3724389.3731283","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3724389.3731283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Innovation and Technology in 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/A5062240413","display_name":"Linda Mannila","orcid":"https://orcid.org/0000-0001-6020-2737"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Linda Mannila","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0001-6020-2737","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035666380","display_name":"Julie Henry","orcid":"https://orcid.org/0000-0003-4354-9848"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Julie Henry","raw_affiliation_strings":["University of Namur, Namur, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-4354-9848","affiliations":[{"raw_affiliation_string":"University of Namur, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048401750","display_name":"Tobias Bahr","orcid":"https://orcid.org/0000-0002-0766-9992"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Bahr","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0766-9992","affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091690661","display_name":"Christos Chytas","orcid":"https://orcid.org/0000-0002-8766-5317"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christos Chytas","raw_affiliation_strings":["Utrecht University, Utrecth, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8766-5317","affiliations":[{"raw_affiliation_string":"Utrecht University, Utrecth, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037192732","display_name":"Harold Connamacher","orcid":"https://orcid.org/0000-0002-7301-8450"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harold Connamacher","raw_affiliation_strings":["Case Western Reserve University, Cleveland, Ohio, USA"],"raw_orcid":"https://orcid.org/0000-0002-7301-8450","affiliations":[{"raw_affiliation_string":"Case Western Reserve University, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076866684","display_name":"Henry Hickman","orcid":"https://orcid.org/0000-0002-5854-1120"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Henry Hickman","raw_affiliation_strings":["University of Canterbury, Christchurch, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-5854-1120","affiliations":[{"raw_affiliation_string":"University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101931974","display_name":"Barbara C. N. M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Barbara C.N. M\u00fcller","raw_affiliation_strings":["Radboud University, Nijmegen, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1812-8531","affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034271349","display_name":"Simone Opel","orcid":"https://orcid.org/0000-0002-9697-9887"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simone Opel","raw_affiliation_strings":["FernUniversit\u00e4t in Hagen, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9697-9887","affiliations":[{"raw_affiliation_string":"FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098954530","display_name":"Andreas Scholl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100612","display_name":"Georg Simon Ohm University of Applied Sciences Nuremberg","ror":"https://ror.org/00nggaz43","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210100612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Scholl","raw_affiliation_strings":["Nuremberg Tech, Nuremberg, Germany"],"raw_orcid":"https://orcid.org/0009-0009-1275-1374","affiliations":[{"raw_affiliation_string":"Nuremberg Tech, Nuremberg, Germany","institution_ids":["https://openalex.org/I4210100612"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5062240413"],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12475242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"705","last_page":"706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9243000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6408990621566772},{"id":"https://openalex.org/keywords/concept-inventory","display_name":"Concept inventory","score":0.4527471661567688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.375129759311676},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.1862434446811676},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12442031502723694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6408990621566772},{"id":"https://openalex.org/C59785418","wikidata":"https://www.wikidata.org/wiki/Q5158395","display_name":"Concept inventory","level":2,"score":0.4527471661567688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.375129759311676},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.1862434446811676},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12442031502723694}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3724389.3731283","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3724389.3731283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.unamur.be:openaire_cris_publications/4390f8ea-ecbf-4340-b53d-ac8bab05e162","is_oa":false,"landing_page_url":"https://researchportal.unamur.be/en/publications/4390f8ea-ecbf-4340-b53d-ac8bab05e162","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mannila, L, Henry, J, Bahr, T, Chytas, C, Connamacher, H, Hickman, H, M\u00fcller, B C N, Opel, S & Scholl, A 2025, Developing an AI Concept Inventory for Non-Experts. in ITiCSE 2025 - Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education. Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, vol. 2, ACM Press, pp. 705-706, 30th Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE 2025, Nijmegen, Netherlands, 27/06/25. https://doi.org/10.1145/3724389.3731283","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1989017401","https://openalex.org/W2003966557","https://openalex.org/W2011362851","https://openalex.org/W2032152873","https://openalex.org/W2087517248","https://openalex.org/W2097616364","https://openalex.org/W2176513605","https://openalex.org/W2522133792","https://openalex.org/W2557717610","https://openalex.org/W2963849010","https://openalex.org/W3013207429","https://openalex.org/W3029022390","https://openalex.org/W3194943911","https://openalex.org/W4221079296","https://openalex.org/W4223475080","https://openalex.org/W4251051282","https://openalex.org/W4295132046","https://openalex.org/W4317107900","https://openalex.org/W4317358114","https://openalex.org/W4387336119","https://openalex.org/W4389503083","https://openalex.org/W4395467659","https://openalex.org/W4409211799","https://openalex.org/W6678958824"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"working":[1],"group":[2,39],"aims":[3],"to":[4,13,50,92],"develop":[5],"a":[6,42],"research-based":[7],"AI":[8,19,54,86,98],"concept":[9],"inventory":[10],"(AI":[11],"CI)":[12],"assess":[14],"the":[15,38,75,93],"understanding":[16],"of":[17,53,96],"foundational":[18],"concepts":[20,26],"among":[21],"non-experts.":[22],"By":[23],"identifying":[24],"core":[25],"and":[27,35,60,64,74],"common":[28],"misconceptions":[29],"through":[30],"literature":[31],"reviews,":[32],"expert":[33],"consultations,":[34],"iterative":[36],"validation,":[37],"will":[40],"create":[41],"user-friendly":[43],"assessment":[44],"tool":[45,79],"that":[46],"can":[47,80],"be":[48],"used":[49],"capture":[51],"snapshots":[52],"understanding,":[55],"support":[56],"benchmarking":[57],"across":[58],"contexts,":[59],"inform":[61],"educational":[62],"initiatives":[63],"policy.":[65],"Designed":[66],"for":[67],"diverse":[68],"non-expert":[69],"audiences,":[70],"including":[71],"educators,":[72],"students,":[73],"general":[76],"public,":[77],"this":[78],"provide":[81],"valuable":[82],"insights":[83],"into":[84],"how":[85],"knowledge":[87],"evolves":[88],"over":[89],"time,":[90],"contributing":[91],"broader":[94],"goal":[95],"promoting":[97],"literacy":[99],"in":[100],"everyday":[101],"contexts.":[102]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}