{"id":"https://openalex.org/W3212790646","doi":"https://doi.org/10.1145/3488042.3490510","title":"Epistemic Programming - An insight-driven programming concept for Data Science","display_name":"Epistemic Programming - An insight-driven programming concept for Data Science","publication_year":2021,"publication_date":"2021-11-10","ids":{"openalex":"https://openalex.org/W3212790646","doi":"https://doi.org/10.1145/3488042.3490510","mag":"3212790646"},"language":"en","primary_location":{"id":"doi:10.1145/3488042.3490510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488042.3490510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047786828","display_name":"Sven H\u00fcsing","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sven H\u00fcsing","raw_affiliation_strings":["Paderborn University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Germany","institution_ids":["https://openalex.org/I206945453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047786828"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":null,"apc_paid":null,"fwci":0.6159,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71817961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9753999710083008,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119183540344238},{"id":"https://openalex.org/keywords/inductive-programming","display_name":"Inductive programming","score":0.5654168128967285},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5505618453025818},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.5261832475662231},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4859384298324585},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4757002294063568},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.399747371673584},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.331764280796051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2470094859600067},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1786211133003235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119183540344238},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.5654168128967285},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5505618453025818},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.5261832475662231},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4859384298324585},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4757002294063568},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.399747371673584},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.331764280796051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2470094859600067},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1786211133003235},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3488042.3490510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488042.3490510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321636","display_name":"Deutsche Telekom Stiftung","ror":"https://ror.org/0550zmx90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W586095697","https://openalex.org/W1847724720","https://openalex.org/W2003185116","https://openalex.org/W2036318837","https://openalex.org/W2068844741","https://openalex.org/W2143677795","https://openalex.org/W2159000095","https://openalex.org/W2314724639","https://openalex.org/W2342082360","https://openalex.org/W2529776642","https://openalex.org/W3029022390","https://openalex.org/W3110391307","https://openalex.org/W3153292302","https://openalex.org/W3196759821","https://openalex.org/W4301816601","https://openalex.org/W6944116436"],"related_works":["https://openalex.org/W2161156675","https://openalex.org/W4387445043","https://openalex.org/W2172209430","https://openalex.org/W1988273104","https://openalex.org/W4296878212","https://openalex.org/W2378928660","https://openalex.org/W3117088238","https://openalex.org/W1943224404","https://openalex.org/W2560787608","https://openalex.org/W2169841379"],"abstract_inverted_index":{"This":[0],"dissertation":[1,164],"develops":[2],"a":[3,64,106],"didactic":[4],"concept":[5,172],"that":[6,32,121],"focuses":[7],"on":[8,34],"using,":[9],"adapting,":[10],"and":[11,69,90,142,151,175,180],"programming":[12,99,110,171,179],"data-driven":[13,87],"digital":[14,88,143],"artifacts":[15,89,144],"to":[16,40,58,67,78,104,115,166,185],"gain":[17,105,187],"new":[18],"insights":[19,188],"about":[20,82,91,189],"the":[21,50,71,83,92,124,137,146,154],"world.":[22,72],"In":[23],"terms":[24,112],"of":[25,52,85,109,113,119,140,149,158,162],"orientation,":[26],"this":[27,163,170],"approach":[28],"differs":[29,122],"from":[30,123],"those":[31],"focus":[33],"creating":[35],"software":[36],"or":[37],"learning":[38],"how":[39,168,181],"use":[41,59,84],"data":[42,54,93,141],"as":[43,63],"an":[44],"end":[45],"in":[46,49,80,111,130],"itself.":[47,94],"Instead,":[48],"context":[51],"authentic":[53,98],"projects,":[55,100],"students":[56,101,184],"learn":[57],"computer":[60],"science":[61],"methods":[62],"magnifying":[65],"glass":[66],"explore":[68],"analyze":[70],"To":[73],"achieve":[74],"this,":[75],"they":[76],"need":[77],"learn,":[79],"particular,":[81],"these":[86],"By":[95],"conducting":[96],"such":[97],"are":[102],"supposed":[103],"differentiated":[107],"perspective":[108],"getting":[114],"know":[116],"another":[117],"point":[118],"view":[120],"more":[125],"product-orientated":[126],"one,":[127],"often":[128],"imparted":[129],"school":[131],"today.":[132],"The":[133,160],"concept,":[134],"therefore,":[135],"highlights":[136],"important":[138],"role":[139],"regarding":[145],"active":[147],"acquisition":[148],"knowledge":[150],"thus":[152],"illustrates":[153],"general":[155],"educational":[156],"character":[157],"programming.":[159],"goal":[161],"is":[165],"evaluate,":[167],"far":[169],"changes":[173],"students\u2019":[174],"teachers\u2019":[176],"attitudes":[177],"towards":[178],"it":[182],"enables":[183],"actively":[186],"their":[190],"own":[191],"environment.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
