{"id":"https://openalex.org/W4296250095","doi":"https://doi.org/10.1177/14738716221120064","title":"Contextual in situ help for visual data interfaces","display_name":"Contextual in situ help for visual data interfaces","publication_year":2022,"publication_date":"2022-09-09","ids":{"openalex":"https://openalex.org/W4296250095","doi":"https://doi.org/10.1177/14738716221120064"},"language":"en","primary_location":{"id":"doi:10.1177/14738716221120064","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221120064","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","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/A5083271735","display_name":"Pramod Chundury","orcid":null},"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":"Pramod Chundury","raw_affiliation_strings":["University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039321552","display_name":"Mehmet Adil Yal\u00e7\u0131n","orcid":"https://orcid.org/0000-0002-5236-6288"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmet Adil Yal\u00e7in","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036572017","display_name":"Jonathan Crabtree","orcid":"https://orcid.org/0000-0002-7286-5690"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Crabtree","raw_affiliation_strings":["University of Maryland Medical School, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Medical School, Baltimore, MD, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012899754","display_name":"Anup Mahurkar","orcid":"https://orcid.org/0000-0002-4999-2296"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anup Mahurkar","raw_affiliation_strings":["University of Maryland Medical School, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Medical School, Baltimore, MD, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042808940","display_name":"Lisa Shulman","orcid":"https://orcid.org/0000-0001-9832-1897"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa M Shulman","raw_affiliation_strings":["University of Maryland Medical School, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Medical School, Baltimore, MD, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034277315","display_name":"Niklas Elmqvist","orcid":"https://orcid.org/0000-0001-5805-5301"},"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":true,"raw_author_name":"Niklas Elmqvist","raw_affiliation_strings":["University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-5805-5301","affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034277315"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":0.8119,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73111022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"69","last_page":"84"},"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9871000051498413,"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":0.8782808780670166},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.7185935974121094},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5951221585273743},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5434246063232422},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5432575345039368},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5346029996871948},{"id":"https://openalex.org/keywords/contextual-design","display_name":"Contextual design","score":0.5254420638084412},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4892444610595703},{"id":"https://openalex.org/keywords/casual","display_name":"Casual","score":0.45319876074790955},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4506450295448303},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4277372658252716},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37794262170791626},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23857858777046204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.203075110912323},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.09632715582847595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8782808780670166},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7185935974121094},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5951221585273743},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5434246063232422},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5432575345039368},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5346029996871948},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.5254420638084412},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4892444610595703},{"id":"https://openalex.org/C2781426162","wikidata":"https://www.wikidata.org/wiki/Q2275793","display_name":"Casual","level":2,"score":0.45319876074790955},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4506450295448303},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4277372658252716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37794262170791626},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23857858777046204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.203075110912323},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.09632715582847595},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/14738716221120064","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221120064","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/bee967ab-f43d-47cf-b9d3-1113f64303f8","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/bee967ab-f43d-47cf-b9d3-1113f64303f8","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chundury , P , Yal\u00e7in , M A , Crabtree , J , Mahurkar , A , Shulman , L M & Elmqvist , N 2023 , ' Contextual in situ help for visual data interfaces ' , Information Visualization , vol. 22 , no. 1 , pp. 69-84 . https://doi.org/10.1177/14738716221120064","raw_type":"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/W1493315108","https://openalex.org/W1777119744","https://openalex.org/W1970730601","https://openalex.org/W1980895458","https://openalex.org/W2004599511","https://openalex.org/W2007167676","https://openalex.org/W2035818959","https://openalex.org/W2050674259","https://openalex.org/W2055351791","https://openalex.org/W2059216172","https://openalex.org/W2080410412","https://openalex.org/W2092026779","https://openalex.org/W2094955066","https://openalex.org/W2107621192","https://openalex.org/W2110328813","https://openalex.org/W2129410131","https://openalex.org/W2138350998","https://openalex.org/W2150662287","https://openalex.org/W2158273930","https://openalex.org/W2162939096","https://openalex.org/W2168298345","https://openalex.org/W2169294099","https://openalex.org/W2171073562","https://openalex.org/W2296648354","https://openalex.org/W2398042895","https://openalex.org/W2408574227","https://openalex.org/W2528245600","https://openalex.org/W2727915326","https://openalex.org/W2987556118","https://openalex.org/W3001796748","https://openalex.org/W4230031335","https://openalex.org/W4242628327"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2080934634","https://openalex.org/W2143428259","https://openalex.org/W348707231","https://openalex.org/W2081749267","https://openalex.org/W2112083262","https://openalex.org/W4378086562","https://openalex.org/W2056189874","https://openalex.org/W2013467770"],"abstract_inverted_index":{"As":[0],"the":[1,24,117,139,156],"complexity":[2],"of":[3,69,119,127,145],"data":[4,9,39,63,102,111,130],"analysis":[5,40],"increases,":[6],"even":[7,29],"well-designed":[8],"interfaces":[10],"must":[11],"guide":[12],"experts":[13],"in":[14,53,61],"transforming":[15],"their":[16],"theoretical":[17],"knowledge":[18],"into":[19],"actual":[20],"features":[21,56],"supported":[22],"by":[23],"tool.":[25],"This":[26],"challenge":[27],"is":[28,100],"greater":[30],"for":[31,108],"casual":[32],"users":[33],"who":[34],"are":[35],"increasingly":[36],"turning":[37],"to":[38,41],"solve":[42],"everyday":[43],"problems.":[44],"To":[45],"address":[46],"this":[47],"challenge,":[48],"we":[49],"propose":[50],"data-driven,":[51],"contextual,":[52],"situ":[54],"help":[55,73,98,122,140],"that":[57,101,149],"can":[58],"be":[59],"implemented":[60,136],"visual":[62,129],"interfaces.":[64],"We":[65,115,135],"introduce":[66],"five":[67],"modes":[68,141],"help-seeking:":[70],"(1)":[71],"contextual":[72,121],"on":[74],"selected":[75],"interface":[76,97,153],"elements,":[77],"(2)":[78],"topic":[79],"listing,":[80],"(3)":[81],"overview,":[82],"(4)":[83],"guided":[84],"tour,":[85],"and":[86,94,133,137,147],"(5)":[87],"notifications.":[88],"The":[89],"difference":[90],"between":[91],"our":[92],"work":[93],"general":[95],"user":[96,152],"systems":[99],"visualization":[103],"provide":[104],"a":[105],"unique":[106],"environment":[107],"embedding":[109],"context-dependent":[110],"inside":[112],"on-screen":[113],"messaging.":[114],"demonstrate":[116],"usefulness":[118],"such":[120],"through":[123],"two":[124,128,143],"case":[125],"studies":[126],"interfaces:":[131],"Keshif":[132],"POD-Vis.":[134],"evaluated":[138],"with":[142],"sets":[144],"participants,":[146],"found":[148],"directly":[150],"selecting":[151],"elements":[154],"was":[155],"most":[157],"useful.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}