{"id":"https://openalex.org/W3094654472","doi":"https://doi.org/10.1145/3423405","title":"SCPP","display_name":"SCPP","publication_year":2020,"publication_date":"2020-10-29","ids":{"openalex":"https://openalex.org/W3094654472","doi":"https://doi.org/10.1145/3423405","mag":"3094654472"},"language":"en","primary_location":{"id":"doi:10.1145/3423405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423405","pdf_url":null,"source":{"id":"https://openalex.org/S2503711797","display_name":"ACM Transactions on Spatial Algorithms and Systems","issn_l":"2374-0353","issn":["2374-0353","2374-0361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Spatial Algorithms and Systems","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/A5062070301","display_name":"Denise E. F. de Brito","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Denise E. F. Brito","raw_affiliation_strings":["Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009808819","display_name":"Renato Assun\u00e7\u00e3o","orcid":"https://orcid.org/0000-0001-7442-9166"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renato M. Assun\u00e7\u00e3o","raw_affiliation_strings":["Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007969490","display_name":"Roberto C. S. N. P. Souza","orcid":"https://orcid.org/0000-0002-9453-9992"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roberto C. S. N. P. Souza","raw_affiliation_strings":["Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015728115","display_name":"Wagner Meira","orcid":"https://orcid.org/0000-0002-2614-2723"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wagner Meira JR.","raw_affiliation_strings":["Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062070301"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":null,"apc_paid":null,"fwci":0.5126,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76814192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":"1","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9969000220298767,"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":0.9684000015258789,"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/divergence","display_name":"Divergence (linguistics)","score":0.669797956943512},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6393726468086243},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.6033002138137817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5793443918228149},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.577181875705719},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5435371994972229},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.506384015083313},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4785271883010864},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.47744375467300415},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41459351778030396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3691527247428894},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2985932230949402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25972387194633484},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16983076930046082},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07529634237289429}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.669797956943512},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6393726468086243},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.6033002138137817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793443918228149},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.577181875705719},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5435371994972229},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.506384015083313},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4785271883010864},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.47744375467300415},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41459351778030396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3691527247428894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2985932230949402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25972387194633484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16983076930046082},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07529634237289429},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3423405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423405","pdf_url":null,"source":{"id":"https://openalex.org/S2503711797","display_name":"ACM Transactions on Spatial Algorithms and Systems","issn_l":"2374-0353","issn":["2374-0353","2374-0361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Spatial Algorithms and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2442036960","display_name":null,"funder_award_id":"573871/2008-6, 465714/2014-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2852386091","display_name":null,"funder_award_id":"51119","funder_id":"https://openalex.org/F4320327335","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es"},{"id":"https://openalex.org/G3029329602","display_name":null,"funder_award_id":"APQ-01400-14","funder_id":"https://openalex.org/F4320322980","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais"},{"id":"https://openalex.org/G3325507401","display_name":null,"funder_award_id":"GA-000650/04","funder_id":"https://openalex.org/F4320321992","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320321992","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o","ror":"https://ror.org/050zdnc69"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"},{"id":"https://openalex.org/F4320327335","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W644979858","https://openalex.org/W1494217862","https://openalex.org/W1612283261","https://openalex.org/W1966958766","https://openalex.org/W1976040640","https://openalex.org/W1976094288","https://openalex.org/W1980435364","https://openalex.org/W1981398125","https://openalex.org/W1982300822","https://openalex.org/W1994027616","https://openalex.org/W2015480405","https://openalex.org/W2023622049","https://openalex.org/W2024877464","https://openalex.org/W2044023374","https://openalex.org/W2047216628","https://openalex.org/W2060346657","https://openalex.org/W2074020083","https://openalex.org/W2081802922","https://openalex.org/W2088722350","https://openalex.org/W2110953678","https://openalex.org/W2117895438","https://openalex.org/W2118371392","https://openalex.org/W2137229158","https://openalex.org/W2137644567","https://openalex.org/W2141136363","https://openalex.org/W2151802055","https://openalex.org/W2161236168","https://openalex.org/W2169960872","https://openalex.org/W2172041433","https://openalex.org/W2172211955","https://openalex.org/W2294857104","https://openalex.org/W2405696541","https://openalex.org/W2498658175","https://openalex.org/W2505983899","https://openalex.org/W2507412538","https://openalex.org/W2511841052","https://openalex.org/W2585077751","https://openalex.org/W2618735189","https://openalex.org/W2912407321","https://openalex.org/W2949377321","https://openalex.org/W2949732208","https://openalex.org/W2951087727","https://openalex.org/W2963199062","https://openalex.org/W2986493710","https://openalex.org/W2987999854","https://openalex.org/W2989226851","https://openalex.org/W2997591727","https://openalex.org/W3007902165","https://openalex.org/W3016703211","https://openalex.org/W3087237611","https://openalex.org/W3100809784","https://openalex.org/W3102632991","https://openalex.org/W3103313503","https://openalex.org/W3121833508","https://openalex.org/W3122471732","https://openalex.org/W4242968774","https://openalex.org/W4288278954","https://openalex.org/W4360982002"],"related_works":["https://openalex.org/W2507191398","https://openalex.org/W2796200808","https://openalex.org/W2586427049","https://openalex.org/W1987640280","https://openalex.org/W2370909876","https://openalex.org/W2384380565","https://openalex.org/W3012705816","https://openalex.org/W2555300567","https://openalex.org/W3109522251","https://openalex.org/W3174034088"],"abstract_inverted_index":{"A":[0],"collection":[1],"of":[2,15,40,53],"individuals":[3,35],"is":[4,11,79],"represented":[5],"by":[6],"point":[7,54,68,87],"patterns.":[8],"Each":[9],"individual":[10,67],"a":[12,25,46,61,97,108],"finite":[13],"set":[14],"geographical":[16],"locations":[17],"representing":[18],"their":[19,41],"visiting":[20,42],"pattern":[21,69],"to":[22,59,105,128],"places":[23],"in":[24],"region.":[26],"We":[27,44,94,122],"present":[28,123],"SCPP,":[29],"an":[30,124],"algorithm":[31],"for":[32,101],"clustering":[33],"these":[34],"considering":[36],"the":[37,51,71,80,84,91,102,115,119],"spatial":[38,137],"patterns":[39,139],"locations.":[43],"adopted":[45],"probabilistic":[47],"framework":[48,100],"based":[49,99],"on":[50],"theory":[52],"processes":[55],"that":[56],"allows":[57],"us":[58],"derive":[60],"non-obvious":[62],"distance":[63],"metric":[64,78],"between":[65,83],"each":[66],"and":[70,90,136],"underlying,":[72],"unobserved":[73],"continuous":[74],"intensity":[75],"function.":[76],"This":[77],"Kullback-Leibler":[81],"divergence":[82],"true":[85],"data-generating":[86],"process":[88],"distribution":[89],"model-generating":[92],"distribution.":[93],"also":[95],"introduce":[96],"theoretically":[98],"cost":[103],"function":[104],"be":[106],"minimized,":[107],"functional":[109],"T":[110],"(P)":[111],"taking":[112],"as":[113],"arguments":[114],"probability":[116],"distributions":[117],"underlying":[118],"unknown":[120],"clusters.":[121],"extensive":[125],"experimental":[126],"analysis":[127],"show":[129],"SCPP\u2019s":[130],"effectiveness":[131],"using":[132],"several":[133],"synthetic":[134],"datasets":[135],"mobility":[138],"from":[140],"geo-tagged":[141],"social":[142],"media.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-11-09T00:00:00"}
