{"id":"https://openalex.org/W2022459447","doi":"https://doi.org/10.1109/geoinformatics.2014.6950815","title":"The Implementation of Spatial Co-location Mining and Its Application for POIs in Beijing","display_name":"The Implementation of Spatial Co-location Mining and Its Application for POIs in Beijing","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2022459447","doi":"https://doi.org/10.1109/geoinformatics.2014.6950815","mag":"2022459447"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2014.6950815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2014.6950815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Geoinformatics","raw_type":"proceedings-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/A5022350572","display_name":"Jing Cheng","orcid":"https://orcid.org/0000-0003-0021-4335"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jing Cheng","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349591","display_name":"Lei Liu","orcid":"https://orcid.org/0000-0002-8697-1128"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Liu","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027777470","display_name":"Yong Gao","orcid":"https://orcid.org/0000-0003-1562-6228"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Gao","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101890907","display_name":"Dan Jiang","orcid":"https://orcid.org/0009-0006-0518-6627"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dan Jiang","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050347","display_name":"Jiajun Liu","orcid":"https://orcid.org/0000-0002-5301-8314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiajun Liu","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100327752","display_name":"Haoran Li","orcid":"https://orcid.org/0009-0007-9489-9297"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoran Li","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information System","Institute of Remote Sensing and Geographical Information System, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System","institution_ids":[]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information System, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022350572"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16244722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9753999710083008,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/beijing","display_name":"Beijing","score":0.801371693611145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.743190586566925},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.5898314714431763},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.5868731737136841},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5220767855644226},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5134462118148804},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5113264918327332},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4975338280200958},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42393144965171814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20173996686935425},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18838244676589966},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.11523208022117615},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11296239495277405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11055013537406921}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.801371693611145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743190586566925},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.5898314714431763},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.5868731737136841},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5220767855644226},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5134462118148804},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5113264918327332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4975338280200958},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42393144965171814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20173996686935425},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18838244676589966},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.11523208022117615},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11296239495277405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11055013537406921},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2014.6950815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2014.6950815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7799999713897705,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1515526911","https://openalex.org/W1606682797","https://openalex.org/W2012886963","https://openalex.org/W2027440536","https://openalex.org/W2041396216","https://openalex.org/W2107990165","https://openalex.org/W2136171062","https://openalex.org/W6680178916"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2162876420","https://openalex.org/W2407385737","https://openalex.org/W2766859593","https://openalex.org/W2012707973","https://openalex.org/W2743146294","https://openalex.org/W3109842743","https://openalex.org/W2767216760","https://openalex.org/W1999497158"],"abstract_inverted_index":{"With":[0],"the":[1,33,49,53,58,64,73,90],"popularity":[2],"and":[3,10,40,62,97,104,118],"widening":[4],"application":[5,27],"of":[6,17,20,28,87,120],"GPS":[7],"vehicle":[8],"navigation":[9],"Location-based":[11],"service":[12],"(LBS),":[13],"a":[14,78],"large":[15],"amount":[16],"POI":[18,83],"(points":[19],"interest)":[21],"data":[22,30,36,50],"has":[23],"become":[24],"available.":[25],"The":[26],"spatial":[29,35],"mining":[31,60,66,75],"with":[32,68,82],"booming":[34],"can":[37,110],"reveal":[38],"implied":[39,108],"interesting":[41,98],"patterns.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,71,93],"have":[47],"designed":[48],"structure":[51],"for":[52],"basic":[54],"definitions":[55],"proposed":[56],"in":[57,77,84],"co-location":[59,65,74,99],"task":[61],"implemented":[63],"algorithm":[67],"Java.":[69],"Then":[70],"apply":[72],"method":[76],"real":[79],"life":[80],"case":[81],"city":[85,114],"center":[86],"Beijing.":[88],"From":[89],"study":[91],"case,":[92],"found":[94],"some":[95],"useful":[96],"rules":[100,109],"among":[101],"catering,":[102],"commerce,":[103],"entertainment":[105],"industry.":[106],"These":[107],"be":[111],"meaningful":[112],"to":[113],"planning,":[115],"commercial":[116],"activities":[117],"analysis":[119],"people's":[121],"consumption":[122],"behavior.":[123]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
