{"id":"https://openalex.org/W4402254933","doi":"https://doi.org/10.1145/3677619.3678114","title":"Identifying Secondary School Students' Misconceptions about Machine Learning: An Interview Study","display_name":"Identifying Secondary School Students' Misconceptions about Machine Learning: An Interview Study","publication_year":2024,"publication_date":"2024-09-05","ids":{"openalex":"https://openalex.org/W4402254933","doi":"https://doi.org/10.1145/3677619.3678114"},"language":"en","primary_location":{"id":"doi:10.1145/3677619.3678114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677619.3678114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677619.3678114?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th WiPSCE Conference on Primary and Secondary 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/10.1145/3677619.3678114?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035886720","display_name":"Erik Marx","orcid":"https://orcid.org/0000-0002-5918-804X"},"institutions":[{"id":"https://openalex.org/I4401726909","display_name":"Center for Scalable Data Analytics and Artificial Intelligence","ror":"https://ror.org/01t4ttr56","country_code":"DE","type":"education","lineage":["https://openalex.org/I4401726909","https://openalex.org/I78650965","https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Erik Marx","raw_affiliation_strings":["Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), Germany and Technical University Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5918-804X","affiliations":[{"raw_affiliation_string":"Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), Germany and Technical University Dresden, Germany","institution_ids":["https://openalex.org/I4401726909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103134514","display_name":"Clemens Witt","orcid":"https://orcid.org/0009-0005-8160-4029"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Clemens Witt","raw_affiliation_strings":["Technical University Dresden, Germany"],"raw_orcid":"https://orcid.org/0009-0005-8160-4029","affiliations":[{"raw_affiliation_string":"Technical University Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028125999","display_name":"Thiemo Leonhardt","orcid":"https://orcid.org/0000-0003-4725-9776"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thiemo Leonhardt","raw_affiliation_strings":["RWTH Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4725-9776","affiliations":[{"raw_affiliation_string":"RWTH Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035886720"],"corresponding_institution_ids":["https://openalex.org/I4401726909"],"apc_list":null,"apc_paid":null,"fwci":3.5142,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94057024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9977999925613403,"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":0.9977999925613403,"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/T10731","display_name":"Educational Games and Gamification","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6276459097862244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5808596611022949},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3727203607559204},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32203400135040283},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09394228458404541}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6276459097862244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5808596611022949},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3727203607559204},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32203400135040283},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09394228458404541}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3677619.3678114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677619.3678114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677619.3678114?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research","raw_type":"proceedings-article"},{"id":"pmh:oai:share.osf.io:170a7fcb-a0df-419d-9a44-47d5eb72ae81","is_oa":true,"landing_page_url":"https://osf.io/uf3an","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Project"},{"id":"pmh:oai:share.osf.io:e71a32ee-a0fa-487d-991f-27e01b2d5112","is_oa":true,"landing_page_url":"https://osf.io/dez3s","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3677619.3678114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677619.3678114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677619.3678114?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402254933.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1969169704","https://openalex.org/W1991469716","https://openalex.org/W2003966557","https://openalex.org/W2039104807","https://openalex.org/W2096950385","https://openalex.org/W2141125852","https://openalex.org/W2168317577","https://openalex.org/W2217627550","https://openalex.org/W2298417342","https://openalex.org/W2561069132","https://openalex.org/W2911614557","https://openalex.org/W2915975654","https://openalex.org/W2963026768","https://openalex.org/W2978734815","https://openalex.org/W3029022390","https://openalex.org/W3135354507","https://openalex.org/W3138930548","https://openalex.org/W3163477883","https://openalex.org/W3206989853","https://openalex.org/W3212206269","https://openalex.org/W4206976147","https://openalex.org/W4252456311","https://openalex.org/W4294693618","https://openalex.org/W4307410661","https://openalex.org/W4317107900","https://openalex.org/W4378188087","https://openalex.org/W4378195016","https://openalex.org/W4380442320","https://openalex.org/W4382654491","https://openalex.org/W4384563724","https://openalex.org/W4387103191","https://openalex.org/W4387336119","https://openalex.org/W4389503083","https://openalex.org/W4390621544"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Since":[0],"students":[1,42],"are":[2],"familiar":[3],"with":[4,57],"machine":[5],"learning":[6,31,142],"(ML)-based":[7],"applications":[8],"in":[9,26,144],"their":[10,62,133],"everyday":[11],"lives,":[12],"they":[13],"already":[14],"construct":[15],"mental":[16],"models":[17],"of":[18,32,47,64,140,147],"how":[19],"these":[20],"systems":[21],"work.":[22],"This":[23,83,125],"can":[24],"result":[25],"misconceptions":[27,41,88,106,130],"that":[28,110,117],"influence":[29],"the":[30,40,45,108,128,136,145],"correct":[33],"ML":[34],"concepts.":[35],"Therefore,":[36],"this":[37,51],"study":[38],"investigates":[39],"hold":[43],"about":[44],"functionality":[46],"ML-based":[48],"applications.":[49],"To":[50],"end,":[52],"we":[53],"conducted":[54],"semi-structured":[55],"interviews":[56,70],"five":[58],"students,":[59],"focusing":[60],"on":[61],"understanding":[63],"facial":[65],"recognition":[66],"and":[67,79,101,122,131,138],"ChatGPT.":[68],"The":[69],"were":[71],"analyzed":[72],"using":[73],"an":[74],"inductively":[75],"developed":[76],"code":[77],"system":[78],"qualitative":[80],"content":[81],"analysis.":[82],"process":[84],"identified":[85,129],"six":[86],"key":[87],"held":[89],"by":[90],"students:":[91],"\u201cProgrammed":[92],"Behavior,\u201d":[93],"\u201cExactness,\u201d":[94],"\u201cData":[95],"Storage,\u201d":[96],"\u201cContinuous":[97],"Learning,\u201d":[98],"\u201cUser-trained":[99],"Model,\u201d":[100],"\u201cAutonomous":[102],"Data":[103],"Acquisition\u201d.":[104],"These":[105],"include":[107],"notion":[109],"AI":[111],"learns":[112],"continuously":[113],"during":[114],"application,":[115],"or":[116],"training":[118],"data":[119],"is":[120],"saved":[121],"reused":[123],"later.":[124],"paper":[126],"presents":[127],"discusses":[132],"implication":[134],"for":[135],"design":[137],"evaluation":[139],"effective":[141],"activities":[143],"context":[146],"ML.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}