{"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"],"host_organization_lineage_names":["Taylor & Francis"],"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"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":10.2968,"has_fulltext":false,"cited_by_count":190,"citation_normalized_percentile":{"value":0.98413742,"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"],"host_organization_lineage_names":["Taylor & Francis"],"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:wur:oai:library.wur.nl:wurpubs/311100","is_oa":false,"landing_page_url":"https://research.wur.nl/en/publications/constructing-knowledge-from-multivariate-spatiotemporal-data-inte","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Geographical Information Science, 13(4), 311 - 334","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"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":{"Abstract":[0],"We":[1,81,143],"present":[2,131],"an":[3,63,84,89],"approach":[4,85,106],"to":[5,86,94,138,163],"the":[6,37,56,99,118,135],"process":[7,65],"of":[8,14,88,101,110,117,134,155],"constructing":[9],"knowledge":[10],"through":[11,79],"structured":[12],"exploration":[13,95],"large":[15],"spatiotemporal":[16,102,141],"data":[17],"sets.":[18],"First,":[19],"we":[20,45,130],"introduce":[21,83],"our":[22,127],"problem":[23],"context":[24,100],"and":[25,31,47,51,54,76,96,112,120,157,160],"define":[26],"both":[27],"Geographic":[28],"Visualization":[29],"(GVis)":[30],"Knowledge":[32],"Discovery":[33],"in":[34,98,126],"Databases":[35],"(KDD),":[36],"source":[38],"domains":[39],"for":[40,58,73],"methods":[41,122,159],"being":[42],"integrated.":[43],"Next,":[44],"review":[46],"compare":[48],"recent":[49],"GVis":[50,111,119,156],"KDD":[52,113,121,158],"developments":[53],"consider":[55],"potential":[57],"their":[59,161],"integration,":[60],"emphasizing":[61],"that":[62,123],"iterative":[64],"with":[66],"user":[67],"interaction":[68],"is":[69],"a":[70,108,132,139],"central":[71],"focus":[72],"uncovering":[74],"interest":[75],"meaningful":[77],"patterns":[78],"each.":[80],"then":[82],"design":[87],"integrated":[90],"GVis-KDD":[91],"environment":[92],"directed":[93,150],"discovery":[97],"environmental":[103],"data.":[104],"The":[105],"emphasizes":[107],"matching":[109],"meta-operations.":[114],"Following":[115],"description":[116],"are":[124],"linked":[125],"prototype":[128,136],"system,":[129],"demonstration":[133],"applied":[137],"typical":[140],"dataset.":[142],"conclude":[144],"by":[145],"outlining,":[146],"briefly,":[147],"research":[148],"goals":[149],"toward":[151],"more":[152],"complete":[153],"integration":[154],"connection":[162],"temporal":[164],"GIS.":[165]},"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":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}