{"id":"https://openalex.org/W2990295469","doi":"https://doi.org/10.18420/delfi2019_305","title":"Text/Conference Paper","display_name":"Text/Conference Paper","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990295469","doi":"https://doi.org/10.18420/delfi2019_305","mag":"2990295469"},"language":"en","primary_location":{"id":"doi:10.18420/delfi2019_305","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2019_305","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/delfi2019_305","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066987774","display_name":"Shirin Riazy","orcid":"https://orcid.org/0000-0001-6748-9208"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Riazy, Shirin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065288785","display_name":"Katharina Simbeck","orcid":"https://orcid.org/0000-0001-6792-461X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simbeck, Katharina","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066987774"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7083,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91131466,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9897000193595886,"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/T11122","display_name":"Online Learning and Analytics","score":0.9897000193595886,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9623000025749207,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9564999938011169,"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/predictive-analytics","display_name":"Predictive analytics","score":0.704167902469635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5717458128929138},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.509905219078064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44059547781944275},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4298986494541168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39323416352272034},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.28580838441848755}],"concepts":[{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.704167902469635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5717458128929138},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.509905219078064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44059547781944275},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4298986494541168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39323416352272034},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28580838441848755}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18420/delfi2019_305","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2019_305","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2990295469","is_oa":false,"landing_page_url":"https://dl.gi.de/handle/20.500.12116/24401","pdf_url":null,"source":{"id":"https://openalex.org/S4306507661","display_name":"DeLFI","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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"DeLFI","raw_type":null}],"best_oa_location":{"id":"doi:10.18420/delfi2019_305","is_oa":true,"landing_page_url":"https://doi.org/10.18420/delfi2019_305","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1522177784","https://openalex.org/W2143959207","https://openalex.org/W2146286581","https://openalex.org/W2153378020","https://openalex.org/W2530395818","https://openalex.org/W2546314413","https://openalex.org/W2573660794","https://openalex.org/W2592139959","https://openalex.org/W2769342982","https://openalex.org/W2809878087","https://openalex.org/W2915273119","https://openalex.org/W2964031043"],"related_works":["https://openalex.org/W3209684083","https://openalex.org/W3017257313","https://openalex.org/W3157173384","https://openalex.org/W3027285423","https://openalex.org/W3138622659","https://openalex.org/W2333010675","https://openalex.org/W2986152972","https://openalex.org/W3212176001","https://openalex.org/W2524247549","https://openalex.org/W2883609103","https://openalex.org/W3014033550","https://openalex.org/W3166745428","https://openalex.org/W3093940838","https://openalex.org/W3032940816","https://openalex.org/W1606600579","https://openalex.org/W2763279802","https://openalex.org/W2792907318","https://openalex.org/W2955391314","https://openalex.org/W3161193676","https://openalex.org/W2785416593"],"abstract_inverted_index":{"Predictions":[0],"in":[1],"learning":[2,19],"analytics":[3],"are":[4],"made":[5],"to":[6],"improve":[7],"tailored":[8],"educational":[9],"interventions.":[10],"However,":[11],"it":[12],"has":[13],"been":[14],"pointed":[15],"out":[16],"that":[17,35],"machine":[18],"algorithms":[20],"might":[21],"discriminate,":[22],"depending":[23],"on":[24],"different":[25,52],"measures":[26],"of":[27,43],"fairness.":[28],"In":[29],"this":[30],"paper,":[31],"we":[32],"will":[33],"demonstrate":[34],"predictive":[36],"models,":[37],"even":[38],"given":[39],"a":[40],"satisfactory":[41],"level":[42],"accuracy,":[44],"perform":[45],"differently":[46],"across":[47],"student":[48],"subgroups,":[49],"especially":[50],"for":[51,55],"genders":[53],"or":[54],"students":[56],"with":[57],"disabilities.":[58]},"counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2019-12-05T00:00:00"}