{"id":"https://openalex.org/W2051454610","doi":"https://doi.org/10.1145/2744700.2744704","title":"CyberGIS for data-intensive knowledge discovery","display_name":"CyberGIS for data-intensive knowledge discovery","publication_year":2015,"publication_date":"2015-03-10","ids":{"openalex":"https://openalex.org/W2051454610","doi":"https://doi.org/10.1145/2744700.2744704","mag":"2051454610"},"language":"en","primary_location":{"id":"doi:10.1145/2744700.2744704","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2744700.2744704","pdf_url":null,"source":{"id":"https://openalex.org/S27924493","display_name":"SIGSPATIAL Special","issn_l":"1946-7729","issn":["1946-7729"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGSPATIAL Special","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/A5026042163","display_name":"Shaowen Wang","orcid":"https://orcid.org/0000-0001-5848-590X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shaowen Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994253","display_name":"Hao Hu","orcid":"https://orcid.org/0000-0002-1050-5438"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Hu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702153","display_name":"Tao Lin","orcid":"https://orcid.org/0000-0001-9721-5363"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Lin","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083377729","display_name":"Yan Liu","orcid":"https://orcid.org/0000-0003-2298-4728"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020460963","display_name":"Anand Padmanabhan","orcid":"https://orcid.org/0000-0001-7473-921X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anand Padmanabhan","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042616094","display_name":"Kiumars Soltani","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kiumars Soltani","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL","[University of Illinois at Urbana-Champaign,Urbana,IL]"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[University of Illinois at Urbana-Champaign,Urbana,IL]","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026042163"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":16.0255,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.98670558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"2","first_page":"26","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9706000089645386,"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":0.9674999713897705,"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/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.8473823070526123},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8237409591674805},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7653176784515381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7605113983154297},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6102452874183655},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5605674982070923},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5363537073135376},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.48850953578948975},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46978846192359924},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4392441511154175},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42082273960113525},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4102873206138611},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3181701898574829},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1520279049873352}],"concepts":[{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.8473823070526123},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8237409591674805},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7653176784515381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605113983154297},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6102452874183655},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5605674982070923},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5363537073135376},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.48850953578948975},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46978846192359924},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4392441511154175},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42082273960113525},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4102873206138611},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3181701898574829},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1520279049873352},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2744700.2744704","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2744700.2744704","pdf_url":null,"source":{"id":"https://openalex.org/S27924493","display_name":"SIGSPATIAL Special","issn_l":"1946-7729","issn":["1946-7729"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGSPATIAL Special","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1589051830","https://openalex.org/W1967631377","https://openalex.org/W2010185761","https://openalex.org/W2015501319","https://openalex.org/W2015987697","https://openalex.org/W2020208738","https://openalex.org/W2027331096","https://openalex.org/W2055635454","https://openalex.org/W2061362237","https://openalex.org/W2071805129","https://openalex.org/W2088897443","https://openalex.org/W2092924586","https://openalex.org/W2119738171","https://openalex.org/W2141421882","https://openalex.org/W2166504101","https://openalex.org/W4240138445","https://openalex.org/W6664256718"],"related_works":["https://openalex.org/W2012360003","https://openalex.org/W2146567529","https://openalex.org/W2058748907","https://openalex.org/W2033959260","https://openalex.org/W3044499696","https://openalex.org/W2365527467","https://openalex.org/W4301373648","https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2044675869"],"abstract_inverted_index":{"CyberGIS":[0],"is":[1],"an":[2],"interdisciplinary":[3],"field":[4],"combining":[5],"advanced":[6],"cyberinfrastructure,":[7],"geographic":[8],"information":[9],"science":[10],"and":[11,16,18,28,48,51,55,79,89,92,98,123],"systems":[12],"(GIS),":[13],"spatial":[14,126],"analysis":[15],"modeling,":[17],"a":[19,36,61,67,77],"number":[20],"of":[21,116,125],"geospatial":[22],"domains":[23],"to":[24,129],"improve":[25],"research":[26],"productivity":[27],"enable":[29,130],"scientific":[30],"breakthroughs.":[31],"It":[32],"has":[33],"emerged":[34],"as":[35],"new-generation":[37],"GIS":[38],"that":[39],"enables":[40],"synergistic":[41],"advances":[42],"in":[43],"data-driven":[44,78],"knowledge":[45,133],"discovery,":[46],"visualization":[47],"visual":[49,94],"analytics,":[50],"collaborative":[52],"problem":[53],"solving":[54],"decision":[56],"making.":[57],"This":[58],"paper":[59],"describes":[60],"cutting-edge":[62],"cyberGIS":[63,82,117],"software":[64],"environment":[65],"from":[66,103],"system":[68],"perspective.":[69],"Two":[70],"case":[71],"studies":[72,111],"focus":[73],"on":[74],"elucidating":[75],"BioScope:":[76],"computationally":[80],"intensive":[81],"application":[83,107],"for":[84,96,118],"bioenergy":[85],"supply":[86],"chain":[87],"optimization,":[88],"MovePattern:":[90],"interactive":[91],"multi-scale":[93],"analytics":[95],"complex":[97],"massive":[99],"movement":[100],"data":[101,128],"extracted":[102],"the":[104,120],"Twitter":[105],"steaming":[106],"programming":[108],"interfaces.":[109],"These":[110],"demonstrate":[112],"widely":[113],"accessible":[114],"capabilities":[115],"resolving":[119],"variety,":[121],"velocity,":[122],"volume":[124],"big":[127],"unprecedented":[131],"data-intensive":[132],"discovery.":[134]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}