{"id":"https://openalex.org/W2059398928","doi":"https://doi.org/10.1080/13658811003702147","title":"An ontology-based framework for geospatial clustering","display_name":"An ontology-based framework for geospatial clustering","publication_year":2010,"publication_date":"2010-10-06","ids":{"openalex":"https://openalex.org/W2059398928","doi":"https://doi.org/10.1080/13658811003702147","mag":"2059398928"},"language":"en","primary_location":{"id":"doi:10.1080/13658811003702147","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658811003702147","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/A5100327868","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0001-9651-0651"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Department of Geomatics Engineering , University of Calgary , Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering , University of Calgary , Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025188718","display_name":"Wei Gu","orcid":"https://orcid.org/0000-0002-0302-058X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wei Gu","raw_affiliation_strings":["Department of Geomatics Engineering , University of Calgary , Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering , University of Calgary , Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046161280","display_name":"Danielle Zi\u00e9belin","orcid":"https://orcid.org/0000-0003-2401-5509"},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I177483745","display_name":"Universit\u00e9 Joseph Fourier","ror":"https://ror.org/02aj0kh94","country_code":"FR","type":"education","lineage":["https://openalex.org/I177483745"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Danielle Ziebelin","raw_affiliation_strings":["STEAMER-LIG, University Joseph Fourier , Grenoble, France","STEAMER-LIG, University Joseph Fourier, Grenoble, France#TAB#"],"affiliations":[{"raw_affiliation_string":"STEAMER-LIG, University Joseph Fourier , Grenoble, France","institution_ids":["https://openalex.org/I177483745","https://openalex.org/I4210104430"]},{"raw_affiliation_string":"STEAMER-LIG, University Joseph Fourier, Grenoble, France#TAB#","institution_ids":["https://openalex.org/I177483745","https://openalex.org/I4210104430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072651122","display_name":"Howard J. Hamilton","orcid":"https://orcid.org/0000-0003-1475-0980"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Howard Hamilton","raw_affiliation_strings":["Department of Computer Science , University of Regina , Regina, SK, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Regina , Regina, SK, Canada","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100327868"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":1.6858,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84147053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":"11","first_page":"1601","last_page":"1630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"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":0.9983000159263611,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.8955540657043457},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7181289792060852},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6905698776245117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5618403553962708},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4778830111026764},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4674903452396393},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45613935589790344},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41449400782585144},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3509916663169861},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19191238284111023}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8955540657043457},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7181289792060852},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6905698776245117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5618403553962708},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4778830111026764},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4674903452396393},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45613935589790344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41449400782585144},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3509916663169861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19191238284111023},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658811003702147","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658811003702147","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W5053679","https://openalex.org/W13250241","https://openalex.org/W34693070","https://openalex.org/W95352488","https://openalex.org/W102448470","https://openalex.org/W111555753","https://openalex.org/W124008658","https://openalex.org/W128740895","https://openalex.org/W173647602","https://openalex.org/W292123658","https://openalex.org/W1482585159","https://openalex.org/W1493454437","https://openalex.org/W1507515381","https://openalex.org/W1524550501","https://openalex.org/W1527457771","https://openalex.org/W1530612431","https://openalex.org/W1530698827","https://openalex.org/W1539123096","https://openalex.org/W1547566968","https://openalex.org/W1549255393","https://openalex.org/W1550159952","https://openalex.org/W1566114229","https://openalex.org/W1575476631","https://openalex.org/W1579357376","https://openalex.org/W1582937643","https://openalex.org/W1588263062","https://openalex.org/W1590628445","https://openalex.org/W1595814224","https://openalex.org/W1601016018","https://openalex.org/W1636513602","https://openalex.org/W1660133578","https://openalex.org/W1673310716","https://openalex.org/W1763623545","https://openalex.org/W1974016322","https://openalex.org/W1977496278","https://openalex.org/W1992419399","https://openalex.org/W1998631319","https://openalex.org/W1999437392","https://openalex.org/W2040964549","https://openalex.org/W2049633694","https://openalex.org/W2062667874","https://openalex.org/W2064910157","https://openalex.org/W2073377529","https://openalex.org/W2095897464","https://openalex.org/W2100313866","https://openalex.org/W2115657355","https://openalex.org/W2117853077","https://openalex.org/W2119462844","https://openalex.org/W2126751256","https://openalex.org/W2133039566","https://openalex.org/W2134019775","https://openalex.org/W2137079713","https://openalex.org/W2140190241","https://openalex.org/W2142179261","https://openalex.org/W2143081007","https://openalex.org/W2151446246","https://openalex.org/W2169227925","https://openalex.org/W2282743468","https://openalex.org/W2526022168","https://openalex.org/W2610788652","https://openalex.org/W2999729612","https://openalex.org/W3003734944","https://openalex.org/W4231029117","https://openalex.org/W4233549706","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W4283374591","https://openalex.org/W2910751785","https://openalex.org/W4362512700","https://openalex.org/W4366547507","https://openalex.org/W4390100400","https://openalex.org/W2074396925"],"abstract_inverted_index":{"Geospatial":[0],"clustering":[1,16,26,40,48,59,87,103,129,172],"is":[2,97],"an":[3],"important":[4],"topic":[5],"in":[6,148,155],"knowledge":[7,34,49],"discovery":[8],"research":[9,17],"and":[10,24,35,47,54,88,102,111,128,151,171],"geospatial":[11,46,76,86,101,126],"information":[12],"systems.":[13],"However,":[14],"current":[15],"emphasizes":[18],"the":[19,39,71,82,89,119,124,138,164,168],"development":[20],"of":[21,45,81],"more":[22],"efficient":[23],"effective":[25],"methods":[27,53,173],"without":[28],"paying":[29],"much":[30],"attention":[31],"to":[32,50,99,114,176],"domain":[33,104],"users'":[36,64,116,177],"goals":[37],"during":[38],"process.":[41],"Making":[42],"better":[43,62],"use":[44],"select":[51,167],"proper":[52,169],"datasets":[55,170],"will":[56],"help":[57],"achieve":[58],"results":[60,161],"that":[61,163],"meet":[63],"requirements.":[65],"In":[66],"this":[67],"article,":[68],"we":[69],"present":[70],"GEO_CLUST":[72],"framework":[73,79,165],"for":[74,85],"performing":[75],"clustering.":[77],"The":[78,94,106,160],"consists":[80],"GeoCO":[83,95],"ontology":[84,90,96,107],"reasoner":[91,108],"reasoning":[92],"mechanism.":[93],"used":[98],"represent":[100],"knowledge.":[105],"uses":[109],"classification":[110],"decomposition":[112],"techniques":[113],"specify":[115],"tasks.":[117],"Using":[118],"framework,":[120,139],"users":[121],"can":[122,166],"identify":[123],"appropriate":[125],"data":[127],"method":[130],"based":[131],"on":[132,143],"their":[133],"specific":[134],"goals.":[135,178],"To":[136],"demonstrate":[137],"two":[140],"case":[141],"studies":[142],"finding":[144],"population":[145],"density":[146],"clusters":[147],"Western":[149],"Canada":[150],"locating":[152],"five":[153],"hospitals":[154],"South":[156],"Carolina":[157],"are":[158],"discussed.":[159],"show":[162],"with":[174],"respect":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
