{"id":"https://openalex.org/W1988241068","doi":"https://doi.org/10.1145/2591510","title":"Employing a Parametric Model for Analytic Provenance","display_name":"Employing a Parametric Model for Analytic Provenance","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1988241068","doi":"https://doi.org/10.1145/2591510","mag":"1988241068"},"language":"en","primary_location":{"id":"doi:10.1145/2591510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591510","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-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/A5100409186","display_name":"Yingjie Chen","orcid":"https://orcid.org/0000-0001-6705-3535"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingjie Victor Chen","raw_affiliation_strings":["Purdue University, Indiana, USA","Purdue University , Indiana, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University , Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101738811","display_name":"Zhenyu Cheryl Qian","orcid":"https://orcid.org/0000-0002-7310-8608"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenyu Cheryl Qian","raw_affiliation_strings":["Purdue University, Indiana, USA","Purdue University , Indiana, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University , Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042215239","display_name":"Robert Woodbury","orcid":"https://orcid.org/0000-0002-4543-6647"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert Woodbury","raw_affiliation_strings":["Simon Fraser University, British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, British Columbia, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109996927","display_name":"John C. Dill","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"John Dill","raw_affiliation_strings":["Simon Fraser University, British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, British Columbia, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040961656","display_name":"Chris Shaw","orcid":"https://orcid.org/0000-0002-6940-7971"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris D. Shaw","raw_affiliation_strings":["Simon Fraser University, British Columbia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, British Columbia, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9888,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79318802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"4","issue":"1","first_page":"1","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.7836431264877319},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.7093005776405334},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5553461909294128},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.535369336605072},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5190240144729614},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47538578510284424},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3676488995552063},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.331621378660202}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7836431264877319},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7093005776405334},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5553461909294128},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.535369336605072},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5190240144729614},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47538578510284424},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3676488995552063},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.331621378660202},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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:10.1145/2591510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591510","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306077","display_name":"Boeing","ror":"https://ror.org/04sm5zn07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W153733439","https://openalex.org/W202306920","https://openalex.org/W909189352","https://openalex.org/W1559577056","https://openalex.org/W1594453896","https://openalex.org/W1596843518","https://openalex.org/W1947595544","https://openalex.org/W1970859146","https://openalex.org/W1973968636","https://openalex.org/W1975815871","https://openalex.org/W1978665295","https://openalex.org/W1979442950","https://openalex.org/W1992928607","https://openalex.org/W1996138408","https://openalex.org/W2005207065","https://openalex.org/W2005424318","https://openalex.org/W2013996050","https://openalex.org/W2031194666","https://openalex.org/W2040541337","https://openalex.org/W2042044826","https://openalex.org/W2062422175","https://openalex.org/W2063123613","https://openalex.org/W2087438815","https://openalex.org/W2092187831","https://openalex.org/W2098113358","https://openalex.org/W2104892386","https://openalex.org/W2114265882","https://openalex.org/W2121065592","https://openalex.org/W2121633746","https://openalex.org/W2124293601","https://openalex.org/W2131340804","https://openalex.org/W2132233302","https://openalex.org/W2135880665","https://openalex.org/W2138199375","https://openalex.org/W2140054755","https://openalex.org/W2143622779","https://openalex.org/W2150485981","https://openalex.org/W2156186295","https://openalex.org/W2161133721","https://openalex.org/W2165662062","https://openalex.org/W2166608280","https://openalex.org/W2167482691","https://openalex.org/W2167556355","https://openalex.org/W3150015706","https://openalex.org/W4238998169","https://openalex.org/W4291733759"],"related_works":["https://openalex.org/W2046765700","https://openalex.org/W2780629932","https://openalex.org/W4384345686","https://openalex.org/W2357937784","https://openalex.org/W2547618384","https://openalex.org/W4394391052","https://openalex.org/W2145834781","https://openalex.org/W2577782152","https://openalex.org/W262455470","https://openalex.org/W3200266554"],"abstract_inverted_index":{"We":[0,174],"introduce":[1],"a":[2,15,26,46,53,61,70,79,134,169,204,213],"propagation-based":[3],"parametric":[4],"symbolic":[5,29,73,177,205,275],"model":[6,30,74,178,206,220],"approach":[7,13,42,179],"to":[8,18,31,55,93,118,133,140,151,168,207,227],"supporting":[9],"analytic":[10,23,239],"provenance.":[11],"This":[12],"combines":[14],"script":[16,54,233,263],"language":[17],"capture":[19,56],"and":[20,25,33,102,145,193,211,216,234,244,264],"encode":[21],"the":[22,35,38,57,67,76,85,120,137,153,161,172,200,219,232,238,246,253,257,261,267,271,274],"process":[24,163,259],"parametrically":[27,71],"controlled":[28,72],"represent":[32,126],"reuse":[34,158],"logic":[36],"of":[37,69,78,160,197,256,270],"analysis":[39,162,247,258,272],"process.":[40,248],"Our":[41],"first":[43,202],"appeared":[44],"in":[45,75,95,146,171],"visual":[47],"analytics":[48],"system":[49,63],"called":[50],"CZSaw.":[51],"Using":[52,84],"analyst\u2019s":[58],"interactions":[59],"at":[60],"meaningful":[62],"action":[64],"level":[65],"allows":[66,87],"creation":[68],"form":[77],"Directed":[80],"Acyclic":[81],"Graph":[82,90,124],"(DAG).":[83],"DAG":[86],"propagating":[88],"changes.":[89],"nodes":[91],"correspond":[92],"variables":[94,113,144],"CZSaw":[96,236,262],"scripts,":[97],"which":[98],"are":[99],"results":[100],"(data":[101],"data":[103,149],"visualizations)":[104],"generated":[105],"from":[106],"user":[107,110],"interactions.":[108],"The":[109,155,249],"interacts":[111],"with":[112,260,273],"representing":[114],"entities":[115],"or":[116],"relations":[117],"create":[119],"next":[121],"step\u2019s":[122],"results.":[123],"edges":[125],"dependency":[127,223],"relationships":[128],"among":[129],"nodes.":[130],"Any":[131],"change":[132],"variable":[135],"triggers":[136],"propagation":[138,225],"mechanism":[139,226],"update":[141],"downstream":[142],"dependent":[143],"turn":[147],"updates":[148],"views":[150],"reflect":[152],"change.":[154],"analyst":[156,201,250],"can":[157,251],"parts":[159],"by":[164,180,241],"assigning":[165],"new":[166],"values":[167],"node":[170],"graph.":[173],"evaluated":[175],"this":[176],"solving":[181],"three":[182],"IEEE":[183,189],"VAST":[184,190],"Challenge":[185],"contest":[186],"problems":[187],"(from":[188],"2008,":[191],"2009,":[192],"2010).":[194],"In":[195],"each":[196],"these":[198],"challenges,":[199],"created":[203],"explore,":[208],"understand,":[209],"analyze,":[210],"solve":[212,228],"particular":[214],"subproblem":[215],"then":[217],"reused":[218],"via":[221],"its":[222],"graph":[224],"similar":[229],"subproblems.":[230],"With":[231],"model,":[235],"supports":[237],"provenance":[240],"capturing,":[242],"encoding,":[243],"reusing":[245],"recall":[252],"chronological":[254],"states":[255],"may":[265],"interpret":[266],"underlying":[268],"rationale":[269],"model.":[276]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}