{"id":"https://openalex.org/W2911982569","doi":"https://doi.org/10.1145/3282866.3282869","title":"A Visual Analytics Framework for Big Spatiotemporal Data","display_name":"A Visual Analytics Framework for Big Spatiotemporal Data","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2911982569","doi":"https://doi.org/10.1145/3282866.3282869","mag":"2911982569"},"language":"en","primary_location":{"id":"doi:10.1145/3282866.3282869","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3282866.3282869","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3282866.3282869?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Analytics for Local Events and News","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3282866.3282869?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100456654","display_name":"Shaohua Wang","orcid":"https://orcid.org/0000-0001-8651-9505"},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaohua Wang","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, CAS, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, CAS, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109292008","display_name":"Ershun Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ershun Zhong","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, CAS, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, CAS, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101066111","display_name":"Wenwen Cai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenwen Cai","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101553617","display_name":"Qiang Zhou","orcid":"https://orcid.org/0009-0005-7627-4563"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiang Zhou","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058248684","display_name":"Hao Lu","orcid":"https://orcid.org/0000-0001-8941-870X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Lu","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101047901","display_name":"Yongquan Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongquan Gu","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071837890","display_name":"Weiying Yun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiying Yun","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085154188","display_name":"Zhongnan Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhongnan Hu","raw_affiliation_strings":["SuperMap Software Co. Ltd, China"],"affiliations":[{"raw_affiliation_string":"SuperMap Software Co. Ltd, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101733949","display_name":"Liang Long","orcid":"https://orcid.org/0000-0002-9512-094X"},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Long","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, CAS, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, CAS, China","institution_ids":["https://openalex.org/I4210160793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100456654"],"corresponding_institution_ids":["https://openalex.org/I4210160793"],"apc_list":null,"apc_paid":null,"fwci":3.0298,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92764216,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9944000244140625,"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/T10799","display_name":"Data Visualization and Analytics","score":0.992900013923645,"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/visual-analytics","display_name":"Visual analytics","score":0.919188916683197},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.8125620484352112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7985624074935913},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7380679249763489},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7239712476730347},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.6818492412567139},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6624534130096436},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5980346202850342},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.585027277469635},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.5174218416213989},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5015020370483398},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5013577938079834},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.4585864245891571},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3283241391181946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2055189609527588},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09712556004524231}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.919188916683197},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.8125620484352112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7985624074935913},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7380679249763489},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7239712476730347},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.6818492412567139},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6624534130096436},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5980346202850342},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.585027277469635},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.5174218416213989},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5015020370483398},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5013577938079834},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.4585864245891571},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3283241391181946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2055189609527588},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09712556004524231},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3282866.3282869","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3282866.3282869","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3282866.3282869?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Analytics for Local Events and News","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3282866.3282869","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3282866.3282869","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3282866.3282869?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Analytics for Local Events and News","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2911982569.pdf","grobid_xml":"https://content.openalex.org/works/W2911982569.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1912056476","https://openalex.org/W2062006190","https://openalex.org/W2085864217","https://openalex.org/W2090244154","https://openalex.org/W2530516535","https://openalex.org/W2779234531","https://openalex.org/W6672805741"],"related_works":["https://openalex.org/W2167937298","https://openalex.org/W2153940791","https://openalex.org/W2116412677","https://openalex.org/W2744288354","https://openalex.org/W3023517071","https://openalex.org/W2181391231","https://openalex.org/W2518957967","https://openalex.org/W2229630036","https://openalex.org/W1984700945","https://openalex.org/W4283652826"],"abstract_inverted_index":{"Spatial":[0],"visual":[1,45,54,70,113],"analytics":[2,46,55,114],"1":[3],"is":[4],"a":[5,53],"critical":[6],"aspect":[7],"for":[8,30,72,116],"big":[9,35],"spatiotemporal":[10,17],"data":[11,36,97],"(BSTD)":[12],"in":[13,93,103],"exhibition":[14],"the":[15,20,31,40,43,91,105,112],"hidden":[16],"patterns.":[18,108],"However,":[19],"real-time":[21],"and":[22,34,51,64,78,101,118],"dynamic":[23],"characters":[24],"of":[25,42,90],"BSTD":[26,85,117],"causes":[27],"great":[28],"challenges":[29],"GIS":[32],"domain":[33,37],"due":[38],"to":[39,67,81],"limitation":[41],"current":[44],"tools.":[47],"Thus,":[48],"we":[49],"propose":[50],"implement":[52],"framework.":[56],"The":[57,74,88,109],"framework":[58,75,92,110],"integrates":[59],"open":[60],"source":[61],"map":[62],"library":[63,66],"visualization":[65],"provide":[68],"innovative":[69],"capacity":[71],"BSTD.":[73],"uses":[76],"GIScript":[77],"iDesktop":[79],"Cross":[80],"support":[82],"high":[83],"performance":[84],"spatial":[86],"analytics.":[87],"application":[89],"global":[94,106],"air":[95],"traffic":[96],"proves":[98],"its":[99],"efficiency":[100],"utility":[102],"discovering":[104],"flight":[107],"simplifies":[111],"procedure":[115],"can":[119],"be":[120],"adopted":[121],"by":[122],"various":[123],"domains.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}