{"id":"https://openalex.org/W4406461110","doi":"https://doi.org/10.1109/bigdata62323.2024.10825378","title":"Do Data Scientists Dream About Their Skills\u2019 Assessment? \u2013 Transforming a Competition Platform Into an Assessment Platform","display_name":"Do Data Scientists Dream About Their Skills\u2019 Assessment? \u2013 Transforming a Competition Platform Into an Assessment Platform","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406461110","doi":"https://doi.org/10.1109/bigdata62323.2024.10825378"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5057541763","display_name":"Dominik \u015al\u0229zak","orcid":"https://orcid.org/0000-0003-2453-4974"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dominik \u015al\u0119zak","raw_affiliation_strings":["QED Software,Poland"],"affiliations":[{"raw_affiliation_string":"QED Software,Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006523416","display_name":"Andrzej Janusz","orcid":"https://orcid.org/0000-0002-9763-1399"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej Janusz","raw_affiliation_strings":["Polish-Japanese Academy of Information Technology,Poland"],"affiliations":[{"raw_affiliation_string":"Polish-Japanese Academy of Information Technology,Poland","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084649185","display_name":"Maciej \u015awiechowski","orcid":"https://orcid.org/0000-0002-8941-3199"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maciej \u015awiechowski","raw_affiliation_strings":["QED Software,Poland"],"affiliations":[{"raw_affiliation_string":"QED Software,Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002098274","display_name":"Agnieszka Ch\u0105dzy\u0144ska-Krasowska","orcid":"https://orcid.org/0000-0002-1768-9620"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agnieszka Ch\u0105dzy\u0144ska-Krasowska","raw_affiliation_strings":["QUT,School of Information Systems,Australia"],"affiliations":[{"raw_affiliation_string":"QUT,School of Information Systems,Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056546717","display_name":"Jacek Kami\u0144ski","orcid":"https://orcid.org/0000-0001-7514-8761"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacek Kami\u0144ski","raw_affiliation_strings":["QED Software,Poland"],"affiliations":[{"raw_affiliation_string":"QED Software,Poland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057541763"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1118,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85158873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"8403","last_page":"8414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9760000109672546,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9675999879837036,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5981547236442566},{"id":"https://openalex.org/keywords/dream","display_name":"Dream","score":0.5670049786567688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5120992660522461},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.436341255903244},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3843352198600769},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18083971738815308},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08324655890464783},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06859570741653442}],"concepts":[{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5981547236442566},{"id":"https://openalex.org/C2781095916","wikidata":"https://www.wikidata.org/wiki/Q36348","display_name":"Dream","level":2,"score":0.5670049786567688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5120992660522461},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.436341255903244},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3843352198600769},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18083971738815308},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08324655890464783},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06859570741653442},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2030092047","https://openalex.org/W2066183060","https://openalex.org/W2526015221","https://openalex.org/W2625193445","https://openalex.org/W2803240857","https://openalex.org/W2951508064","https://openalex.org/W2981570202","https://openalex.org/W3009374909","https://openalex.org/W3175951726","https://openalex.org/W3213112723","https://openalex.org/W3215685482","https://openalex.org/W4298147661","https://openalex.org/W4364377300","https://openalex.org/W4387453880","https://openalex.org/W4392114204","https://openalex.org/W4399267441","https://openalex.org/W4403674181","https://openalex.org/W4404736888","https://openalex.org/W4404782319","https://openalex.org/W4406461958","https://openalex.org/W6610643901","https://openalex.org/W6663162256","https://openalex.org/W6750257332","https://openalex.org/W6757908836","https://openalex.org/W6771339101","https://openalex.org/W6774573315","https://openalex.org/W6777615688","https://openalex.org/W6783430116","https://openalex.org/W6791332765","https://openalex.org/W6849168830","https://openalex.org/W6852371972","https://openalex.org/W6856283600"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2731626691","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084"],"abstract_inverted_index":{"We":[0,143],"present":[1],"a":[2,77,108],"platform":[3,28,32,62,157],"for":[4,39],"automatic":[5],"assessment":[6,31,156],"of":[7,80,103,114,168],"technical":[8,21],"data":[9,41,115,127],"science":[10,42,116,128],"skills":[11,22],"(hard":[12],"skills)":[13],"and":[14,165],"competencies":[15],"that":[16,34,54,71,110,145],"help":[17],"to":[18,99,122,133],"apply":[19],"those":[20],"in":[23,126],"practice":[24],"(soft":[25],"skills).":[26],"The":[27,64],"serves":[29],"so-called":[30],"tasks":[33,37,46,158],"resemble":[35],"data-focused":[36],"typical":[38],"online":[40],"competitions.":[43],"Actually,":[44],"these":[45],"are":[47],"designed":[48],"based":[49,152],"on":[50,59,68,84,139,153],"international":[51,104],"conference":[52,105],"competitions":[53,106],"we":[55],"have":[56],"been":[57],"organizing":[58],"our":[60,69,96,155],"competition":[61,78,85],"knowledgepit.ai.":[63],"main":[65],"idea":[66],"relies":[67],"observation":[70],"the":[72,101,112],"given":[73],"person\u2019s":[74],"behavior":[75],"during":[76],"(dynamics":[79],"submitting":[81],"solutions,":[82,141],"activity":[83],"forum,":[86],"etc.)":[87],"can":[88,160],"be":[89],"correlated":[90],"with":[91],"his/her":[92],"soft":[93,166],"competencies.":[94,169],"Accordingly,":[95],"goal":[97],"is":[98],"translate":[100],"specifics":[102],"into":[107],"framework":[109],"investigates":[111],"behaviors":[113,147],"job":[117],"candidates,":[118],"employees":[119],"who":[120,131],"want":[121],"improve":[123],"their":[124,135],"work":[125],"projects,":[129],"students":[130],"wish":[132],"build":[134],"future":[136],"professional":[137],"careers":[138],"AI":[140],"etc.":[142],"claim":[144],"such":[146],"\u2013":[148,159],"if":[149],"properly":[150],"measured":[151],"solving":[154],"effectively":[161],"indicate":[162],"both":[163],"hard":[164],"types":[167]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
