{"id":"https://openalex.org/W4415966027","doi":"https://doi.org/10.1145/3769994.3770021","title":"Teaching Data Concepts and Practices in Secondary School Education on Artificial Intelligence: Approaches, Mechanisms, and Emerging Local Theories","display_name":"Teaching Data Concepts and Practices in Secondary School Education on Artificial Intelligence: Approaches, Mechanisms, and Emerging Local Theories","publication_year":2025,"publication_date":"2025-11-06","ids":{"openalex":"https://openalex.org/W4415966027","doi":"https://doi.org/10.1145/3769994.3770021"},"language":null,"primary_location":{"id":"doi:10.1145/3769994.3770021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3769994.3770021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","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/A5009651642","display_name":"Viktoriya Olari","orcid":"https://orcid.org/0000-0002-5113-6624"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Viktoriya Olari","raw_affiliation_strings":["Freie Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5113-6624","affiliations":[{"raw_affiliation_string":"Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000020854","display_name":"Ralf Romeike","orcid":"https://orcid.org/0000-0002-2941-4288"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Romeike","raw_affiliation_strings":["Freie Universit\u00e4t Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2941-4288","affiliations":[{"raw_affiliation_string":"Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009651642"],"corresponding_institution_ids":["https://openalex.org/I75951250"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34224503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.6858000159263611,"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":0.6858000159263611,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.1639000028371811,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.0340999998152256,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/component","display_name":"Component (thermodynamics)","score":0.5813000202178955},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5131999850273132},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.42260000109672546},{"id":"https://openalex.org/keywords/school-education","display_name":"School education","score":0.39250001311302185},{"id":"https://openalex.org/keywords/school-teachers","display_name":"School teachers","score":0.3506999909877777},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.3052999973297119}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6053000092506409},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5813000202178955},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5131999850273132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4848000109195709},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C2984063382","wikidata":"https://www.wikidata.org/wiki/Q1080794","display_name":"School education","level":2,"score":0.39250001311302185},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.36730000376701355},{"id":"https://openalex.org/C3020423824","wikidata":"https://www.wikidata.org/wiki/Q37226","display_name":"School teachers","level":2,"score":0.3506999909877777},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C3020038283","wikidata":"https://www.wikidata.org/wiki/Q42848","display_name":"Research data","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2782999873161316},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3769994.3770021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3769994.3770021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Koli Calling International Conference on Computing Education Research","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":40,"referenced_works":["https://openalex.org/W1443369453","https://openalex.org/W2022041506","https://openalex.org/W2037302630","https://openalex.org/W2116957209","https://openalex.org/W2174723599","https://openalex.org/W2588944515","https://openalex.org/W2801018877","https://openalex.org/W2900535332","https://openalex.org/W2905588001","https://openalex.org/W2922234936","https://openalex.org/W2965058023","https://openalex.org/W2983777889","https://openalex.org/W3032604679","https://openalex.org/W3097503287","https://openalex.org/W3097951435","https://openalex.org/W3162459471","https://openalex.org/W3175351918","https://openalex.org/W3175540374","https://openalex.org/W3178161004","https://openalex.org/W3197940319","https://openalex.org/W3212206269","https://openalex.org/W4232099363","https://openalex.org/W4292808503","https://openalex.org/W4323037795","https://openalex.org/W4323244343","https://openalex.org/W4365395065","https://openalex.org/W4366262984","https://openalex.org/W4380479512","https://openalex.org/W4392488972","https://openalex.org/W4392564697","https://openalex.org/W4400191106","https://openalex.org/W4401288535","https://openalex.org/W4401785773","https://openalex.org/W4402254903","https://openalex.org/W4404910443","https://openalex.org/W4406085118","https://openalex.org/W4407572034","https://openalex.org/W4409125453","https://openalex.org/W4411374303","https://openalex.org/W4411558436"],"related_works":[],"abstract_inverted_index":{"Data-related":[0],"concepts":[1,20,32,104,127],"and":[2,21,33,60,72,77,95,105,118,128],"practices":[3,22,34,106,129],"have":[4],"been":[5],"proposed":[6],"to":[7,29,40],"be":[8],"a":[9,62,108],"fundamental":[10],"component":[11],"of":[12,49,87,102],"artificial":[13],"intelligence":[14],"(AI)":[15],"school":[16,53,75,132],"education.":[17],"However,":[18],"proposing":[19],"is":[23,38],"not":[24],"enough.":[25],"To":[26,55],"enable":[27],"teachers":[28],"introduce":[30],"data":[31,103,126],"in":[35,67,130],"schools,":[36],"it":[37],"necessary":[39],"understand":[41],"the":[42,47,85,88,91,96,113],"mechanisms":[43,98],"that":[44,99],"effectively":[45],"support":[46,100],"learning":[48,101],"these":[50],"under":[51],"real":[52],"conditions.":[54],"this":[56,81],"end,":[57],"we":[58,83,115],"designed":[59],"conducted":[61],"three-iteration":[63],"design-based":[64],"research":[65,89],"study":[66],"collaboration":[68],"with":[69],"computer":[70],"science":[71],"mathematics":[73],"teachers,":[74],"students,":[76],"domain":[78],"experts.":[79],"In":[80],"paper,":[82],"present":[84],"results":[86],"process:":[90],"developed":[92],"teaching":[93,125],"approaches":[94],"identified":[97],"following":[107],"conjecture-mapping":[109],"approach.":[110],"Based":[111],"on":[112,134],"results,":[114],"explicate":[116],"theoretically":[117],"empirically":[119],"sound":[120],"local":[121],"instructional":[122],"theories":[123],"for":[124],"secondary":[131],"education":[133],"AI.":[135]},"counts_by_year":[],"updated_date":"2025-11-07T23:20:04.922697","created_date":"2025-11-06T00:00:00"}