{"id":"https://openalex.org/W2006728375","doi":"https://doi.org/10.1080/136588199241229","title":"Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods","display_name":"Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods","publication_year":1999,"publication_date":"1999-06-01","ids":{"openalex":"https://openalex.org/W2006728375","doi":"https://doi.org/10.1080/136588199241229","mag":"2006728375"},"language":"en","primary_location":{"id":"doi:10.1080/136588199241229","is_oa":false,"landing_page_url":"https://doi.org/10.1080/136588199241229","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.wur.nl/en/publications/constructing-knowledge-from-multivariate-spatiotemporal-data-inte","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019756314","display_name":"Alan M. MacEachren","orcid":"https://orcid.org/0000-0002-0356-7323"},"institutions":[{"id":"https://openalex.org/I4210158283","display_name":"Institute of Geography of the Slovak Academy of Sciences","ror":"https://ror.org/04wzc7f86","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210158283"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"ALAN M. MACEACHREN","raw_affiliation_strings":["Geography"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geography","institution_ids":["https://openalex.org/I4210158283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068240080","display_name":"M\u00f3nica Wachowicz","orcid":"https://orcid.org/0000-0002-4659-0101"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MONICA WACHOWICZ","raw_affiliation_strings":["Pennsylvania State Univ#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State Univ#TAB#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109029852","display_name":"Robert M. Edsall","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ROBERT EDSALL","raw_affiliation_strings":["Pennsylvania State Univ#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State Univ#TAB#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017588199","display_name":"D. Haug","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"DANIEL HAUG","raw_affiliation_strings":["Pennsylvania State Univ#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State Univ#TAB#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053972855","display_name":"Raymon Masters","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"RAYMON MASTERS","raw_affiliation_strings":["Pennsylvania State Univ#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State Univ#TAB#","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.5174,"has_fulltext":false,"cited_by_count":190,"citation_normalized_percentile":{"value":0.98367791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"4","first_page":"311","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9984999895095825,"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":0.9984999895095825,"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/T11106","display_name":"Data Management and Algorithms","score":0.9977999925613403,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.7789801955223083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7309333086013794},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.603504478931427},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5727864503860474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5348628163337708},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5169169902801514},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5011487007141113},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4787811040878296},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4683261215686798},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3533519506454468},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10364910960197449}],"concepts":[{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.7789801955223083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309333086013794},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.603504478931427},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5727864503860474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5348628163337708},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5169169902801514},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5011487007141113},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4787811040878296},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4683261215686798},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3533519506454468},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10364910960197449},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/136588199241229","is_oa":false,"landing_page_url":"https://doi.org/10.1080/136588199241229","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},{"id":"pmh:oai:library.wur.nl:wurpubs/311100","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/constructing-knowledge-from-multivariate-spatiotemporal-data-inte","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1365-8816","raw_type":"Article/Letter to editor"}],"best_oa_location":{"id":"pmh:oai:library.wur.nl:wurpubs/311100","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/constructing-knowledge-from-multivariate-spatiotemporal-data-inte","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1365-8816","raw_type":"Article/Letter to editor"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306107","display_name":"U.S. Environmental Protection Agency","ror":"https://ror.org/03tns0030"},{"id":"https://openalex.org/F4320310419","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W42377372","https://openalex.org/W54446695","https://openalex.org/W62151500","https://openalex.org/W139091150","https://openalex.org/W174803244","https://openalex.org/W307367861","https://openalex.org/W1484413656","https://openalex.org/W1486244872","https://openalex.org/W1506583902","https://openalex.org/W1523293200","https://openalex.org/W1535517383","https://openalex.org/W1569279788","https://openalex.org/W1575476631","https://openalex.org/W1577072181","https://openalex.org/W1597161471","https://openalex.org/W1914203711","https://openalex.org/W1971531656","https://openalex.org/W1980517404","https://openalex.org/W1983719085","https://openalex.org/W1986708472","https://openalex.org/W1988520084","https://openalex.org/W1995386493","https://openalex.org/W2003849828","https://openalex.org/W2019936880","https://openalex.org/W2030969394","https://openalex.org/W2032293917","https://openalex.org/W2035031916","https://openalex.org/W2057866673","https://openalex.org/W2058560465","https://openalex.org/W2059949887","https://openalex.org/W2065658887","https://openalex.org/W2074126466","https://openalex.org/W2086050593","https://openalex.org/W2087931428","https://openalex.org/W2095897464","https://openalex.org/W2098538023","https://openalex.org/W2103127236","https://openalex.org/W2103201239","https://openalex.org/W2117000388","https://openalex.org/W2125840308","https://openalex.org/W2131781298","https://openalex.org/W2139679841","https://openalex.org/W2143401113","https://openalex.org/W2153028052","https://openalex.org/W2189038912","https://openalex.org/W2263530181","https://openalex.org/W2476741576","https://openalex.org/W2493151825","https://openalex.org/W2502037185","https://openalex.org/W2560265646","https://openalex.org/W2787254758","https://openalex.org/W2913872186","https://openalex.org/W2914973542","https://openalex.org/W3021528009","https://openalex.org/W3176132770","https://openalex.org/W4205810926","https://openalex.org/W4214894517","https://openalex.org/W4231029117","https://openalex.org/W4242483164"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W2121496884","https://openalex.org/W2134063137"],"abstract_inverted_index":{"We":[0,80,142],"present":[1,130],"an":[2,62,83,88],"approach":[3,84,105],"to":[4,85,93,137,162],"the":[5,36,55,98,117,134],"process":[6,64],"of":[7,13,87,100,109,116,133,154],"constructing":[8],"knowledge":[9],"through":[10,78],"structured":[11],"exploration":[12,94],"large":[14],"spatiotemporal":[15,101,140],"data":[16],"sets.":[17],"First,":[18],"we":[19,44,129],"introduce":[20,82],"our":[21,126],"problem":[22],"context":[23,99],"and":[24,30,46,50,53,75,95,111,119,156,159],"define":[25],"both":[26],"Geographic":[27],"Visualization":[28],"(GVis)":[29],"Knowledge":[31],"Discovery":[32],"in":[33,97,125],"Databases":[34],"(KDD),":[35],"source":[37],"domains":[38],"for":[39,57,72],"methods":[40,121,158],"being":[41],"integrated.":[42],"Next,":[43],"review":[45],"compare":[47],"recent":[48],"GVis":[49,110,118,155],"KDD":[51,112,120,157],"developments":[52],"consider":[54],"potential":[56],"their":[58,160],"integration,":[59],"emphasizing":[60],"that":[61,122],"iterative":[63],"with":[65],"user":[66],"interaction":[67],"is":[68],"a":[69,107,131,138],"central":[70],"focus":[71],"uncovering":[73],"interest":[74],"meaningful":[76],"patterns":[77],"each.":[79],"then":[81],"design":[86],"integrated":[89],"GVis-KDD":[90],"environment":[91],"directed":[92,149],"discovery":[96],"environmental":[102],"data.":[103],"The":[104],"emphasizes":[106],"matching":[108],"meta-operations.":[113],"Following":[114],"description":[115],"are":[123],"linked":[124],"prototype":[127,135],"system,":[128],"demonstration":[132],"applied":[136],"typical":[139],"dataset.":[141],"conclude":[143],"by":[144],"outlining,":[145],"briefly,":[146],"research":[147],"goals":[148],"toward":[150],"more":[151],"complete":[152],"integration":[153],"connection":[161],"temporal":[163],"GIS.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":8}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}