{"id":"https://openalex.org/W3091359647","doi":"https://doi.org/10.1145/3399715.3399837","title":"Empirical Study of Focus-Plus-Context and Aggregation Techniques for the Visualization of Streaming Data","display_name":"Empirical Study of Focus-Plus-Context and Aggregation Techniques for the Visualization of Streaming Data","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3091359647","doi":"https://doi.org/10.1145/3399715.3399837","mag":"3091359647"},"language":"en","primary_location":{"id":"doi:10.1145/3399715.3399837","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399715.3399837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advanced Visual Interfaces","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1684693","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090930182","display_name":"Eric D. Ragan","orcid":"https://orcid.org/0000-0002-7192-3457"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric D. Ragan","raw_affiliation_strings":["University of Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068215786","display_name":"Andrew S. Stamps","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew S. Stamps","raw_affiliation_strings":["Mississippi State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mississippi State University","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003251468","display_name":"John R. Goodall","orcid":"https://orcid.org/0000-0001-6810-4517"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John R. Goodall","raw_affiliation_strings":["Oak Ridge National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1706,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47668141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9556000232696533,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8399856090545654},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.76776123046875},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7161104679107666},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6711515188217163},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5771961212158203},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5631862878799438},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46531251072883606},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.46151965856552124},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4401169717311859},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4180991053581238},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4125664532184601},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30620115995407104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8399856090545654},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.76776123046875},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7161104679107666},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6711515188217163},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5771961212158203},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5631862878799438},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46531251072883606},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.46151965856552124},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4401169717311859},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4180991053581238},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4125664532184601},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30620115995407104},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3399715.3399837","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399715.3399837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advanced Visual Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1684693","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1684693","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1684693","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1684693","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1506965148","https://openalex.org/W1512287614","https://openalex.org/W1536091370","https://openalex.org/W1588957466","https://openalex.org/W1971781829","https://openalex.org/W1976821017","https://openalex.org/W1983438351","https://openalex.org/W2012062717","https://openalex.org/W2014964183","https://openalex.org/W2025790386","https://openalex.org/W2051826466","https://openalex.org/W2065302863","https://openalex.org/W2087449073","https://openalex.org/W2093772787","https://openalex.org/W2099877680","https://openalex.org/W2100565272","https://openalex.org/W2104003079","https://openalex.org/W2106738877","https://openalex.org/W2108230739","https://openalex.org/W2111263072","https://openalex.org/W2119745055","https://openalex.org/W2124130656","https://openalex.org/W2144469028","https://openalex.org/W2146948159","https://openalex.org/W2147768899","https://openalex.org/W2293398899","https://openalex.org/W2913854892","https://openalex.org/W3089900894","https://openalex.org/W3149127250","https://openalex.org/W4241602464","https://openalex.org/W4244214432"],"related_works":["https://openalex.org/W2105200106","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W2147893003","https://openalex.org/W1938514595","https://openalex.org/W2520625499","https://openalex.org/W2830780160","https://openalex.org/W2037909550"],"abstract_inverted_index":{"Analysis":[0],"of":[1,9,17,30,41,66,71,86,89,94,126,147,154],"streaming":[2,117],"data":[3,11,18,47,58,67],"often":[4],"involves":[5],"both":[6,25],"real-time":[7],"monitoring":[8],"incoming":[10,44],"as":[12,14],"well":[13],"contextual":[15,50],"awareness":[16],"history.":[19,54],"A":[20],"focus-plus-context":[21,103],"approach":[22],"can":[23,134],"support":[24],"goals,":[26],"with":[27],"variable":[28],"levels":[29],"visual":[31,132],"aggregation":[32,56,90,133],"making":[33,119],"it":[34,120],"possible":[35,121],"to":[36,62,112,122],"provide":[37],"a":[38,74,79,102],"high":[39],"level":[40],"detail":[42],"for":[43,91,137],"and":[45,115],"recent":[46,53],"while":[48],"providing":[49],"information":[51],"about":[52],"Visual":[55],"reduces":[57],"resolution":[59],"in":[60],"order":[61],"show":[63,100,123],"the":[64,84,98,110,145,148,152,155],"context":[65],"over":[68],"large":[69],"periods":[70,125],"time":[72,127],"within":[73],"limited":[75],"display":[76],"space.":[77],"With":[78],"controlled":[80],"experiment,":[81],"we":[82],"evaluated":[83],"effectiveness":[85,146],"different":[87],"types":[88,93],"four":[92],"stream-analysis":[95],"tasks.":[96,140],"Overall,":[97],"results":[99],"that":[101],"design":[104],"has":[105],"little":[106],"negative":[107],"impact":[108],"on":[109,151],"ability":[111],"successfully":[113],"monitor":[114],"analyze":[116],"data,":[118],"longer":[124],"than":[128],"other":[129],"approaches.":[130],"However,":[131],"be":[135],"problematic":[136],"trend":[138],"recognition":[139],"This":[141],"research":[142],"demonstrates":[143],"how":[144],"visualization":[149],"depends":[150],"specifics":[153],"analysis":[156],"task.":[157]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
