{"id":"https://openalex.org/W2980138763","doi":"https://doi.org/10.1109/mcg.2019.2945720","title":"A Provenance Task Abstraction Framework","display_name":"A Provenance Task Abstraction Framework","publication_year":2019,"publication_date":"2019-10-10","ids":{"openalex":"https://openalex.org/W2980138763","doi":"https://doi.org/10.1109/mcg.2019.2945720","mag":"2980138763","pmid":"https://pubmed.ncbi.nlm.nih.gov/31603814"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2019.2945720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2019.2945720","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5005586208","display_name":"Christian Bors","orcid":"https://orcid.org/0000-0001-8119-7025"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Bors","raw_affiliation_strings":["TU Wien"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061311189","display_name":"John Wenskovitch","orcid":"https://orcid.org/0000-0002-0573-6442"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Wenskovitch","raw_affiliation_strings":["Virginia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056817428","display_name":"Michelle Dowling","orcid":"https://orcid.org/0000-0002-2572-1133"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Dowling","raw_affiliation_strings":["Virginia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053493751","display_name":"Simon Attfield","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon Attfield","raw_affiliation_strings":["Middlesex University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middlesex University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009763002","display_name":"Leilani Battle","orcid":"https://orcid.org/0000-0003-3870-636X"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leilani Battle","raw_affiliation_strings":["University of Maryland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064306421","display_name":"Alex Endert","orcid":"https://orcid.org/0000-0002-6914-610X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Endert","raw_affiliation_strings":["Georgia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046062775","display_name":"Olga Kulyk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olga Kulyk","raw_affiliation_strings":["InnoValor"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"InnoValor","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031570473","display_name":"Robert S. Laramee","orcid":"https://orcid.org/0000-0002-3874-6145"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert S. Laramee","raw_affiliation_strings":["Swansea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swansea University","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":2.9281,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94368303,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"39","issue":"6","first_page":"46","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.832678496837616},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.8150711059570312},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.7075955271720886},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6378815174102783},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6043505668640137},{"id":"https://openalex.org/keywords/provenance","display_name":"Provenance","score":0.5286065936088562},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4340391159057617},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3942950367927551},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3540534973144531},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35255324840545654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30280888080596924},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.2828739881515503},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09623786807060242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832678496837616},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.8150711059570312},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.7075955271720886},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6378815174102783},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6043505668640137},{"id":"https://openalex.org/C2780049196","wikidata":"https://www.wikidata.org/wiki/Q23582628","display_name":"Provenance","level":2,"score":0.5286065936088562},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4340391159057617},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3942950367927551},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3540534973144531},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35255324840545654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30280888080596924},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2828739881515503},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09623786807060242},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcg.2019.2945720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2019.2945720","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:31603814","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31603814","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE computer graphics and applications","raw_type":"Journal Article"},{"id":"pmh:oai:eprints.mdx.ac.uk:28661","is_oa":false,"landing_page_url":"https://eprints.mdx.ac.uk/28661/1/2019%20Bors%20Wenskovitch%20Dowling%20Attfield%20Battle%20Endert%20Kulyk%20%26%20Laramee%20-%20A%20Provenance%20Task%20Abstraction%20Framework.pdf","pdf_url":"https://eprints.mdx.ac.uk/28661/1/2019%20Bors%20Wenskovitch%20Dowling%20Attfield%20Battle%20Endert%20Kulyk%20%26%20Laramee%20-%20A%20Provenance%20Task%20Abstraction%20Framework.pdf","source":{"id":"https://openalex.org/S4306400025","display_name":"Middlesex University Research Repository (Middlesex University Of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60488453","host_organization_name":"Middlesex University London","host_organization_lineage":["https://openalex.org/I60488453"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8202669700","display_name":"Visual Segmentation and Labeling of Multivariate Time Series (VISSECT)","funder_award_id":"I 2850","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W884650706","https://openalex.org/W1550840327","https://openalex.org/W1924369998","https://openalex.org/W1959365993","https://openalex.org/W1988545508","https://openalex.org/W1990401068","https://openalex.org/W2013996050","https://openalex.org/W2018165967","https://openalex.org/W2073800769","https://openalex.org/W2087615533","https://openalex.org/W2148504035","https://openalex.org/W2287207825","https://openalex.org/W2752586131","https://openalex.org/W2766945679","https://openalex.org/W2788844524","https://openalex.org/W3160903453","https://openalex.org/W4242608241","https://openalex.org/W4256522398","https://openalex.org/W6680388587"],"related_works":["https://openalex.org/W2068700777","https://openalex.org/W3216885170","https://openalex.org/W2141327274","https://openalex.org/W1504101963","https://openalex.org/W3003881008","https://openalex.org/W1959365993","https://openalex.org/W4234356862","https://openalex.org/W3035461111","https://openalex.org/W1575509573","https://openalex.org/W3096199822"],"abstract_inverted_index":{"Visual":[0],"analytics":[1],"tools":[2],"integrate":[3],"provenance":[4,68,74,126],"recording":[5],"to":[6,96,128,143],"externalize":[7],"analytic":[8],"processes":[9],"or":[10],"user":[11],"insights.":[12],"Provenance":[13],"can":[14,26,41,123],"be":[15,27,43,144],"captured":[16],"on":[17],"varying":[18],"levels":[19,47],"of":[20,48,58,64,107],"detail,":[21],"and":[22,82,102,138],"in":[23,88],"turn":[24],"activities":[25,39],"characterized":[28,44],"from":[29],"different":[30],"granularities.":[31],"However,":[32],"current":[33],"approaches":[34],"do":[35],"not":[36],"support":[37,129],"inferring":[38],"that":[40,56,141],"only":[42],"across":[45],"multiple":[46],"provenance.":[49],"We":[50,110],"propose":[51],"a":[52,59,67,112,150],"task":[53,69,86],"abstraction":[54,79,118],"framework":[55],"consists":[57],"three":[60],"stage":[61],"approach,":[62],"composed":[63],"1)":[65],"initializing":[66],"hierarchy,":[70],"2)":[71],"parsing":[72],"the":[73,85,108,125],"hierarchy":[75,87,127],"by":[76],"using":[77],"an":[78,89,135],"mapping":[80],"mechanism,":[81],"3)":[83],"leveraging":[84],"analytical":[90],"tool.":[91],"Furthermore,":[92],"we":[93],"identify":[94],"implications":[95],"accommodate":[97],"iterative":[98],"refinement,":[99],"context,":[100],"variability,":[101],"uncertainty":[103],"during":[104],"all":[105],"stages":[106],"framework.":[109,151],"describe":[111],"use":[113],"case":[114],"which":[115],"exemplifies":[116],"our":[117],"framework,":[119],"demonstrating":[120],"how":[121],"context":[122],"influence":[124],"analysis.":[130],"The":[131],"article":[132],"concludes":[133],"with":[134],"agenda,":[136],"raising":[137],"discussing":[139],"challenges":[140],"need":[142],"considered":[145],"for":[146],"successfully":[147],"implementing":[148],"such":[149]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}