{"id":"https://openalex.org/W3139389796","doi":"https://doi.org/10.3390/info12040140","title":"System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis","display_name":"System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis","publication_year":2021,"publication_date":"2021-03-24","ids":{"openalex":"https://openalex.org/W3139389796","doi":"https://doi.org/10.3390/info12040140","mag":"3139389796"},"language":"en","primary_location":{"id":"doi:10.3390/info12040140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040140","pdf_url":"https://www.mdpi.com/2078-2489/12/4/140/pdf?version=1616661653","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/4/140/pdf?version=1616661653","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030722578","display_name":"Tristan Langer","orcid":null},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tristan Langer","raw_affiliation_strings":["Chair of Technologies and Management of Digital Transformation, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Technologies and Management of Digital Transformation, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032638290","display_name":"Tobias Meisen","orcid":"https://orcid.org/0000-0002-1969-559X"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias Meisen","raw_affiliation_strings":["Chair of Technologies and Management of Digital Transformation, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Technologies and Management of Digital Transformation, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032638290"],"corresponding_institution_ids":["https://openalex.org/I167360494"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.2596,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.81542526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"12","issue":"4","first_page":"140","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9886999726295471,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9789000153541565,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7564584016799927},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6429893970489502},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5761011838912964},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.557452917098999},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.534112274646759},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4916568398475647},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4779113233089447},{"id":"https://openalex.org/keywords/domain-analysis","display_name":"Domain analysis","score":0.44598427414894104},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.4180225431919098},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3959721326828003},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3473295569419861},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10024720430374146},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08563661575317383},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08554407954216003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7564584016799927},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6429893970489502},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5761011838912964},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.557452917098999},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.534112274646759},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4916568398475647},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4779113233089447},{"id":"https://openalex.org/C15708719","wikidata":"https://www.wikidata.org/wiki/Q2271801","display_name":"Domain analysis","level":5,"score":0.44598427414894104},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4180225431919098},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3959721326828003},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3473295569419861},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10024720430374146},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08563661575317383},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08554407954216003},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info12040140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040140","pdf_url":"https://www.mdpi.com/2078-2489/12/4/140/pdf?version=1616661653","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:071e44c4e80146ceb66c5223ef6803b1","is_oa":true,"landing_page_url":"https://doaj.org/article/071e44c4e80146ceb66c5223ef6803b1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 12, Iss 4, p 140 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/4/140/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12040140","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 12; Issue 4; Pages: 140","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info12040140","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12040140","pdf_url":"https://www.mdpi.com/2078-2489/12/4/140/pdf?version=1616661653","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139389796.pdf","grobid_xml":"https://content.openalex.org/works/W3139389796.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W83443579","https://openalex.org/W760598031","https://openalex.org/W1412447802","https://openalex.org/W1559591183","https://openalex.org/W1690919088","https://openalex.org/W1955833269","https://openalex.org/W1958936039","https://openalex.org/W1961845056","https://openalex.org/W1976373002","https://openalex.org/W1993503217","https://openalex.org/W2036523198","https://openalex.org/W2080795333","https://openalex.org/W2090687959","https://openalex.org/W2100852567","https://openalex.org/W2127695057","https://openalex.org/W2162744351","https://openalex.org/W2488113179","https://openalex.org/W2512971201","https://openalex.org/W2517458416","https://openalex.org/W2518579368","https://openalex.org/W2592469568","https://openalex.org/W2735080104","https://openalex.org/W2739273093","https://openalex.org/W2751110224","https://openalex.org/W2788728386","https://openalex.org/W2808616297","https://openalex.org/W2809333757","https://openalex.org/W2886531750","https://openalex.org/W2888660171","https://openalex.org/W2895159315","https://openalex.org/W2896091756","https://openalex.org/W2911234504","https://openalex.org/W2988964469","https://openalex.org/W3013725980","https://openalex.org/W3022376098","https://openalex.org/W3022989718","https://openalex.org/W3122507327","https://openalex.org/W3124675547","https://openalex.org/W4285723604","https://openalex.org/W4291714342","https://openalex.org/W4360595363","https://openalex.org/W7075996109"],"related_works":["https://openalex.org/W2354551695","https://openalex.org/W2134690746","https://openalex.org/W3144713202","https://openalex.org/W2023019272","https://openalex.org/W2954722587","https://openalex.org/W2354476589","https://openalex.org/W2382444042","https://openalex.org/W4246180183","https://openalex.org/W2080403030","https://openalex.org/W2170664339"],"abstract_inverted_index":{"Exploratory":[0],"data":[1,9,13,38,69,118,142,164,197],"analysis":[2,133],"(EDA)":[3],"is":[4,59,78],"an":[5,145,224],"iterative":[6],"process":[7,58],"where":[8],"scientists":[10,39,70,119],"interact":[11],"with":[12,191],"to":[14,80,105,115,136,165,196,203],"extract":[15,106],"information":[16],"about":[17,49],"their":[18,172],"quality":[19],"and":[20,27,71,112,132,140,160,170,212,245],"shape":[21],"as":[22,24],"well":[23],"derive":[25],"knowledge":[26,48,54],"new":[28,149],"insights":[29,84],"into":[30,55],"the":[31,35,56,82,162,175,180,186,189,192,205,220,230],"related":[32],"domain":[33,43,53,72,83,107],"of":[34,208,232,241],"dataset.":[36],"However,":[37],"are":[40],"rarely":[41],"experienced":[42],"experts":[44],"who":[45],"have":[46],"tangible":[47],"a":[50,60,99,201,238],"domain.":[51],"Integrating":[52],"analytic":[57],"complex":[61],"challenge":[62],"that":[63,228],"usually":[64],"requires":[65],"constant":[66],"communication":[67],"between":[68],"experts.":[73],"For":[74,148],"this":[75,93,217],"reason,":[76],"it":[77,114,152],"desirable":[79],"reuse":[81],"from":[85,156,178,250],"exploratory":[86,146],"analyses":[87],"in":[88,95,120,216],"similar":[89,121,157],"use":[90,122,150,158,226],"cases.":[91,123],"With":[92],"objective":[94],"mind,":[96],"we":[97,222,236],"present":[98,223],"conceptual":[100],"system":[101,125,187,210,252],"design":[102,126,211],"on":[103,183],"how":[104],"expertise":[108],"while":[109],"performing":[110,179],"EDA":[111],"utilize":[113],"guide":[116],"other":[117],"Our":[124],"introduces":[127],"two":[128],"concepts,":[129],"interaction":[130,139,168],"storage":[131],"context":[134],"storage,":[135],"record":[137],"user":[138],"interesting":[141],"points":[143],"during":[144],"analysis.":[147],"cases,":[151],"identifies":[153],"historical":[154],"interactions":[155],"cases":[159],"facilitates":[161],"recorded":[163],"construct":[166],"candidate":[167],"sequences":[169,190],"predict":[171],"potential":[173],"insight\u2014i.e.,":[174],"insight":[176,195],"generated":[177],"sequence.":[181],"Based":[182],"these":[184],"predictions,":[185],"recommends":[188],"highest":[193],"predicted":[194],"scientist.":[198],"We":[199],"implement":[200],"prototype":[202,244],"test":[204],"general":[206],"feasibility":[207],"our":[209,242,251],"enable":[213],"further":[214],"research":[215,247],"area.":[218],"Within":[219],"prototype,":[221],"exemplary":[225],"case":[227],"demonstrates":[229],"usefulness":[231],"recommended":[233],"interactions.":[234],"Finally,":[235],"give":[237],"critical":[239],"reflection":[240],"first":[243],"discuss":[246],"opportunities":[248],"resulting":[249],"design.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2021-03-29T00:00:00"}