{"id":"https://openalex.org/W4226239062","doi":"https://doi.org/10.2352/ei.2022.34.12.ervr-187","title":"Data visualization of crime data using immersive virtual reality","display_name":"Data visualization of crime data using immersive virtual reality","publication_year":2022,"publication_date":"2022-01-16","ids":{"openalex":"https://openalex.org/W4226239062","doi":"https://doi.org/10.2352/ei.2022.34.12.ervr-187"},"language":"en","primary_location":{"id":"doi:10.2352/ei.2022.34.12.ervr-187","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.12.ervr-187","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/12/ERVR-187","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/12/ERVR-187","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015074374","display_name":"Aishwarya Reehl","orcid":null},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aishwarya Reehl","raw_affiliation_strings":["Department of Computer Science Bowie State University Bowie, MD 20715, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Bowie State University Bowie, MD 20715, USA","institution_ids":["https://openalex.org/I324100"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058077139","display_name":"Sharad Sharma","orcid":"https://orcid.org/0000-0001-7528-4616"},"institutions":[{"id":"https://openalex.org/I324100","display_name":"Bowie State University","ror":"https://ror.org/0567w8j84","country_code":"US","type":"education","lineage":["https://openalex.org/I324100"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sharad Sharma","raw_affiliation_strings":["Department of Computer Science Bowie State University Bowie, MD 20715, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Bowie State University Bowie, MD 20715, USA","institution_ids":["https://openalex.org/I324100"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058077139"],"corresponding_institution_ids":["https://openalex.org/I324100"],"apc_list":null,"apc_paid":null,"fwci":0.508,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62724387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"34","issue":"12","first_page":"187","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9890999794006348,"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":0.9890999794006348,"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/visualization","display_name":"Visualization","score":0.8146076798439026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7867305278778076},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6919087767601013},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6376702785491943},{"id":"https://openalex.org/keywords/headset","display_name":"Headset","score":0.540252149105072},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5100889801979065},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.4888707995414734},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.4544421434402466},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.44835928082466125},{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.44565722346305847},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4329123795032501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2551201581954956}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8146076798439026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867305278778076},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6919087767601013},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6376702785491943},{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.540252149105072},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5100889801979065},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.4888707995414734},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.4544421434402466},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.44835928082466125},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.44565722346305847},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4329123795032501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2551201581954956},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/ei.2022.34.12.ervr-187","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.12.ervr-187","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/12/ERVR-187","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2352/ei.2022.34.12.ervr-187","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.12.ervr-187","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/12/ERVR-187","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2279143644","display_name":"FW-HTF-P: Immersive Virtual Reality Instructional Modules for Response to Active Shooter Events","funder_award_id":"2026412","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4137833774","display_name":null,"funder_award_id":"2131116","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6755146809","display_name":"High-Performance Intelligent Data-Science Institute (HIDI)","funder_award_id":"2022981","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8480164907","display_name":"HDR DSC: Collaborative Research: Creating and Integrating Data Science Corps to Improve the Quality of Life in Urban Areas","funder_award_id":"1923986","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226239062.pdf","grobid_xml":"https://content.openalex.org/works/W4226239062.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2150500463","https://openalex.org/W2402831133","https://openalex.org/W2508592977","https://openalex.org/W2593969779","https://openalex.org/W2784010801","https://openalex.org/W2810922655","https://openalex.org/W2962203002","https://openalex.org/W2976341962","https://openalex.org/W3025026433","https://openalex.org/W3087902183","https://openalex.org/W3174144151","https://openalex.org/W3184946535","https://openalex.org/W4252652417","https://openalex.org/W4285328333"],"related_works":["https://openalex.org/W3152181619","https://openalex.org/W1970471290","https://openalex.org/W4293210875","https://openalex.org/W2785421060","https://openalex.org/W2775748810","https://openalex.org/W4200200456","https://openalex.org/W2910896796","https://openalex.org/W4296143854","https://openalex.org/W2801605877","https://openalex.org/W4286695884"],"abstract_inverted_index":{"Visualization":[0],"explores":[1],"quantitative":[2],"content":[3],"of":[4,66,83,91,142,147,161,189,289,303],"data":[5,16,21,95,144,155,164,198,275,282,310],"with":[6,133,158,213,222,248,297,329],"human":[7,41,110,335],"intuition":[8],"and":[9,29,36,51,68,76,94,101,109,128,170,180,244,284,316,332],"plays":[10],"an":[11,139],"integral":[12],"part":[13],"in":[14,42,145,165,194,271,295,333],"the":[15,20,54,64,70,89,125,154,187,204,218,231,240,246,259,287],"mining":[17],"process.":[18],"When":[19],"is":[22,45,86,201],"big":[23,134],"there":[24],"are":[25,131,269],"different":[26],"analysis":[27],"methods":[28],"approaches":[30],"used":[31],"to":[32,47,72,87,112,119,185,216,229,242,258,278,285],"find":[33,48],"inherent":[34],"patterns":[35],"relationships.":[37],"However,":[38],"sometimes":[39],"a":[40,223,309],"loop":[43,334],"intervention":[44,336],"needed":[46],"new":[49,74],"connections":[50,75],"relationships":[52,77],"that":[53,130,226,324],"existing":[55],"algorithms":[56],"cannot":[57],"provide.":[58],"Immersive":[59],"Virtual":[60],"Reality":[61],"(VR)":[62],"provides":[63],"&#x201C;sense":[65],"presence&#x201D;":[67],"gives":[69],"ability":[71],"discover":[73],"by":[78],"visual":[79,317],"inspection.":[80],"The":[81,197,235,301],"goal":[82],"this":[84],"work":[85,306],"investigate":[88],"merging":[90],"immersive":[92,102,121,166,314,325],"VR":[93,100,122,136,274,290],"science":[96],"for":[97,123,313,337],"advanced":[98,148],"visualization.":[99,150],"visualization":[103,156,188,199,221,276,311,315],"involve":[104],"interplay":[105],"between":[106],"novel":[107],"technology":[108],"perception":[111],"generate":[113],"insight":[114],"into":[115],"both.":[116],"We":[117,173,208,268,319],"propose":[118],"use":[120,138],"exploring":[124],"higher":[126],"dimensionality":[127],"abstraction":[129],"associated":[132],"data.":[135],"can":[137,327],"abstract":[140],"representation":[141,184],"high-dimensional":[143],"support":[146],"scientific":[149],"This":[151],"paper":[152],"demonstrates":[153],"tool":[157,200,312],"real-time":[159],"feed":[160],"Baltimore":[162],"crime":[163],"environment,":[167,169],"non-immersive":[168],"mobile":[171],"environment.":[172],"have":[174,209],"combined":[175],"virtual":[176],"reality":[177],"interaction":[178],"techniques":[179],"3D":[181],"geographical":[182],"information":[183],"enhance":[186],"situational":[190,330],"impacts":[191],"as":[192,265],"shown":[193],"Figure":[195],"1.":[196],"developed":[202],"using":[203,262],"Unity":[205],"gaming":[206],"engine.":[207],"presented":[210],"bar":[211,219],"graphs":[212],"oculus":[214],"controller":[215],"combine":[217],"chart":[220],"zooming":[224],"feature":[225],"allows":[227,239],"users":[228,241],"view":[230],"details":[232],"more":[233],"effectively.":[234],"Oculus":[236,251],"Touch":[237,252],"headset":[238],"navigate":[243],"experience":[245],"environment":[247],"full":[249],"immersion.":[250],"controllers":[253],"also":[254,320],"give":[255],"haptic":[256],"feedback":[257],"user":[260],"when":[261],"objects":[263],"such":[264],"laser":[266],"pointer.":[267],"interested":[270],"extending":[272],"our":[273,304],"tools":[277],"enable":[279],"collaborative,":[280],"multi-user":[281],"exploration":[283],"explore":[286],"impact":[288],"on":[291],"collaborative":[292],"analytics":[293,326],"tasks,":[294],"comparison":[296],"traditional":[298],"2D":[299],"visualizations.":[300],"benefits":[302],"proposed":[305],"include":[307],"providing":[308],"analysis.":[318],"suggest":[321],"key":[322],"features":[323],"provide":[328],"awareness":[331],"decision":[338],"making.":[339]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
