{"id":"https://openalex.org/W3007020417","doi":"https://doi.org/10.1109/bigdata47090.2019.9006500","title":"Dynamic Collaborative Visualization Ecosystem to Support the Analysis of Large-Scale Disparate Data","display_name":"Dynamic Collaborative Visualization Ecosystem to Support the Analysis of Large-Scale Disparate Data","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007020417","doi":"https://doi.org/10.1109/bigdata47090.2019.9006500","mag":"3007020417"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://corescholar.libraries.wright.edu/cse/586","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062412211","display_name":"Christopher Koehler","orcid":"https://orcid.org/0000-0001-8863-964X"},"institutions":[{"id":"https://openalex.org/I2935922141","display_name":"Universal Technical Institute","ror":"https://ror.org/019njds38","country_code":"US","type":"education","lineage":["https://openalex.org/I2935922141"]},{"id":"https://openalex.org/I4210159399","display_name":"Universal Technology Corporation (United States)","ror":"https://ror.org/04bssxt85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159399"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher Koehler","raw_affiliation_strings":["Data Analytics Division, Universal Technology Corporation, Dayton, United States"],"affiliations":[{"raw_affiliation_string":"Data Analytics Division, Universal Technology Corporation, Dayton, United States","institution_ids":["https://openalex.org/I2935922141","https://openalex.org/I4210159399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000504474","display_name":"Andrew J. Berger","orcid":"https://orcid.org/0000-0001-5090-1198"},"institutions":[{"id":"https://openalex.org/I2935922141","display_name":"Universal Technical Institute","ror":"https://ror.org/019njds38","country_code":"US","type":"education","lineage":["https://openalex.org/I2935922141"]},{"id":"https://openalex.org/I4210159399","display_name":"Universal Technology Corporation (United States)","ror":"https://ror.org/04bssxt85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159399"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Berger","raw_affiliation_strings":["Data Analytics Division, Universal Technology Corporation, Dayton, United States"],"affiliations":[{"raw_affiliation_string":"Data Analytics Division, Universal Technology Corporation, Dayton, United States","institution_ids":["https://openalex.org/I2935922141","https://openalex.org/I4210159399"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Raksha Rajashekar","orcid":null},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raksha Rajashekar","raw_affiliation_strings":["Computer Science Department, Wright State University, Dayton, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Wright State University, Dayton, United States","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036615525","display_name":"Thomas Wischgoll","orcid":"https://orcid.org/0000-0003-0000-3909"},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Wischgoll","raw_affiliation_strings":["Computer Science Department, Wright State University, Dayton, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Wright State University, Dayton, United States","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082646616","display_name":"Simon Su","orcid":"https://orcid.org/0000-0002-2460-3899"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon Su","raw_affiliation_strings":["DoD Supercomputing Resource Center, US Army Research Laboratory, Maryland, United States"],"affiliations":[{"raw_affiliation_string":"DoD Supercomputing Resource Center, US Army Research Laboratory, Maryland, United States","institution_ids":["https://openalex.org/I166416128"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062412211"],"corresponding_institution_ids":["https://openalex.org/I2935922141","https://openalex.org/I4210159399"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.18263926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"38","issue":null,"first_page":"3968","last_page":"3977"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9847000241279602,"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/T13398","display_name":"Data Analysis with R","score":0.965399980545044,"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":0.8357940912246704},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7762027382850647},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5739132761955261},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5658090710639954},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.546732485294342},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5274296402931213},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.491269052028656},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.44628071784973145},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4427790939807892},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.43453747034072876},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.42761123180389404},{"id":"https://openalex.org/keywords/software-visualization","display_name":"Software visualization","score":0.42235317826271057},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.23266559839248657},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1808207929134369},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.16126874089241028},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13809090852737427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10843238234519958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8357940912246704},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7762027382850647},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5739132761955261},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5658090710639954},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.546732485294342},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5274296402931213},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.491269052028656},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.44628071784973145},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4427790939807892},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.43453747034072876},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42761123180389404},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.42235317826271057},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.23266559839248657},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1808207929134369},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.16126874089241028},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13809090852737427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10843238234519958},{"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:corescholar.libraries.wright.edu:cse-1586","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/cse/586","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Engineering Faculty Publications","raw_type":"text"},{"id":"pmh:oai:works.bepress.com:thomas_wischgoll-10100","is_oa":true,"landing_page_url":"https://works.bepress.com/thomas_wischgoll/109","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Thomas Wischgoll","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:corescholar.libraries.wright.edu:cse-1586","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/cse/586","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Engineering Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1488962966","https://openalex.org/W1593571859","https://openalex.org/W2034819808","https://openalex.org/W2038420319","https://openalex.org/W2065873970","https://openalex.org/W2097481508","https://openalex.org/W2099973502","https://openalex.org/W2109357557","https://openalex.org/W2129012257","https://openalex.org/W2135415614","https://openalex.org/W2146417834","https://openalex.org/W2148463593","https://openalex.org/W2161078926","https://openalex.org/W2164038168","https://openalex.org/W2167662400","https://openalex.org/W2584352511","https://openalex.org/W2592614979","https://openalex.org/W2733421049","https://openalex.org/W2796956086","https://openalex.org/W2810870897","https://openalex.org/W2908660888","https://openalex.org/W2947198853","https://openalex.org/W3140508216","https://openalex.org/W4300774209","https://openalex.org/W6681477774","https://openalex.org/W6681753794","https://openalex.org/W6741239447"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2167937298","https://openalex.org/W2906286747","https://openalex.org/W2080934634","https://openalex.org/W4246764483","https://openalex.org/W2126824079","https://openalex.org/W2007038549","https://openalex.org/W2116732611","https://openalex.org/W2058045376"],"abstract_inverted_index":{"There":[0],"is":[1,10,25,145,161],"no":[2],"one":[3],"display":[4,37,59,140,158],"device":[5],"or":[6],"software":[7,124],"package":[8],"that":[9,126],"ideally":[11],"suited":[12],"for":[13,180],"interactively":[14],"visualizing":[15],"related":[16],"nonspatial,":[17],"1D,":[18],"2D,":[19],"3D,":[20],"and":[21,35,58,77,119,150,157,183,194],"4D":[22],"datasets.":[23],"This":[24,69,160],"a":[26,96,167],"major":[27],"drawback,":[28],"as":[29,66,95],"the":[30,87,120],"benefits":[31],"of":[32],"interactive":[33],"visualization":[34,123],"advanced":[36],"technologies":[38],"cannot":[39],"be":[40,131,135,148],"brought":[41],"to":[42,84,113,130,137,147,172],"bear.":[43],"The":[44,90,143],"Dynamic":[45],"Collaborative":[46],"Visualization":[47],"Ecosystem":[48],"(DynaCoVE)":[49],"framework":[50],"addresses":[51],"this":[52],"limitation":[53],"by":[54,165],"unifying":[55],"SciVis,":[56],"InfoVis,":[57],"technology":[60],"tools.":[61],"Pre-existing":[62],"packages":[63,125],"are":[64],"wrapped":[65],"DynaCoVE":[67,88,91,178],"clients.":[68,102],"entails":[70],"tracking":[71],"user":[72,151],"interactions":[73],"with":[74,189],"their":[75],"GUI's":[76],"also":[78],"automatically":[79],"updating":[80],"them":[81],"in":[82,163],"response":[83],"cues":[85],"from":[86],"server.":[89,121],"server":[92],"then":[93],"acts":[94],"message":[97],"broker":[98],"between":[99,117],"many":[100],"collaborating":[101],"A":[103],"messaging":[104],"protocol":[105,112],"was":[106],"defined":[107],"based":[108],"on":[109],"ZeroMQ's":[110],"majordomo":[111],"enable":[114],"efficient":[115],"communication":[116],"clients":[118,179],"Thus,":[122],"were":[127],"never":[128],"intended":[129,146],"used":[132],"together":[133,188],"can":[134],"linked":[136],"perform":[138],"cross":[139],"visual":[141],"analytics.":[142],"system":[144],"data":[149],"centric":[152],"while":[153],"remaining":[154],"software,":[155],"algorithm":[156],"agnostic.":[159],"accomplished":[162],"part":[164],"providing":[166],"common":[168],"metavisualization":[169],"graph":[170],"interface":[171],"setup":[173],"cross-display":[174],"visualizations.":[175],"To":[176],"date":[177],"Looker,":[181],"VisIt,":[182],"VTK":[184],"have":[185],"been":[186],"tested":[187],"traditional":[190],"monitors,":[191],"tiled":[192],"displays,":[193],"an":[195],"immersive":[196],"CAVE-type":[197],"system.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}