{"id":"https://openalex.org/W4200307382","doi":"https://doi.org/10.1109/iwbis53353.2021.9631853","title":"Settlement Mapping for Population Density Modelling in Disease Risk Spatial Analysis","display_name":"Settlement Mapping for Population Density Modelling in Disease Risk Spatial Analysis","publication_year":2021,"publication_date":"2021-10-23","ids":{"openalex":"https://openalex.org/W4200307382","doi":"https://doi.org/10.1109/iwbis53353.2021.9631853"},"language":"en","primary_location":{"id":"doi:10.1109/iwbis53353.2021.9631853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis53353.2021.9631853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Workshop on Big Data and Information Security (IWBIS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.12858","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011488727","display_name":"Mirza Alim Mutasodirin","orcid":"https://orcid.org/0000-0002-0739-8061"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Mirza Alim Mutasodirin","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038222181","display_name":"Rafi Dwi Rizqullah","orcid":"https://orcid.org/0000-0002-3005-1672"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rafi Dwi Rizqullah","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062222175","display_name":"Andie Setiyoko","orcid":"https://orcid.org/0000-0001-9002-4716"},"institutions":[{"id":"https://openalex.org/I11865174","display_name":"Indonesian National Institute of Aeronautics and Space","ror":"https://ror.org/027p4qx72","country_code":"ID","type":"government","lineage":["https://openalex.org/I11865174"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andie Setiyoko","raw_affiliation_strings":["Remote Sensing Technology and Data Center, LAPAN, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Technology and Data Center, LAPAN, Jakarta, Indonesia","institution_ids":["https://openalex.org/I11865174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039645915","display_name":"Aniati Murni Arymurthy","orcid":"https://orcid.org/0000-0002-2762-7001"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aniati Murni Arymurthy","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011488727"],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14524395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"73","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9684000015258789,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9684000015258789,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9083999991416931,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/settlement","display_name":"Settlement (finance)","score":0.7538270950317383},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5826424956321716},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5744390487670898},{"id":"https://openalex.org/keywords/population-density","display_name":"Population density","score":0.4924982488155365},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.49011358618736267},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.33837705850601196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32796716690063477},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.2485276162624359},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.2022000253200531},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09097617864608765}],"concepts":[{"id":"https://openalex.org/C2777063073","wikidata":"https://www.wikidata.org/wiki/Q1553237","display_name":"Settlement (finance)","level":3,"score":0.7538270950317383},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5826424956321716},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5744390487670898},{"id":"https://openalex.org/C199733313","wikidata":"https://www.wikidata.org/wiki/Q22856","display_name":"Population density","level":3,"score":0.4924982488155365},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.49011358618736267},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.33837705850601196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32796716690063477},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2485276162624359},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.2022000253200531},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09097617864608765},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwbis53353.2021.9631853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwbis53353.2021.9631853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Workshop on Big Data and Information Security (IWBIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2403.12858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.12858","pdf_url":"https://arxiv.org/pdf/2403.12858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.12858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.12858","pdf_url":"https://arxiv.org/pdf/2403.12858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200307382.pdf","grobid_xml":"https://content.openalex.org/works/W4200307382.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1534350900","https://openalex.org/W1686279550","https://openalex.org/W1896300952","https://openalex.org/W1964672965","https://openalex.org/W1981244178","https://openalex.org/W2162020807","https://openalex.org/W2759286633","https://openalex.org/W2765354416","https://openalex.org/W2886368623","https://openalex.org/W2909055311","https://openalex.org/W2920852339","https://openalex.org/W2950756080","https://openalex.org/W2955267535","https://openalex.org/W2990400567","https://openalex.org/W3006309096","https://openalex.org/W3014404978","https://openalex.org/W3014815240","https://openalex.org/W3027323630","https://openalex.org/W3033969337","https://openalex.org/W3044758595","https://openalex.org/W3048494734","https://openalex.org/W3080649248","https://openalex.org/W3099985666","https://openalex.org/W3126515239","https://openalex.org/W3127201966","https://openalex.org/W3154434959","https://openalex.org/W6631841644","https://openalex.org/W6631947807"],"related_works":["https://openalex.org/W2584343622","https://openalex.org/W2779408155","https://openalex.org/W2020518286","https://openalex.org/W4308792285","https://openalex.org/W2488700736","https://openalex.org/W1973699089","https://openalex.org/W2360422382","https://openalex.org/W2597718815","https://openalex.org/W2071833015","https://openalex.org/W2368616972"],"abstract_inverted_index":{"In":[0],"disease":[1,93,173],"risk":[2,174],"spatial":[3,175],"analysis,":[4],"many":[5],"researchers":[6,162],"especially":[7],"in":[8,87,111,172],"Indonesia":[9],"are":[10,160,185],"still":[11],"modelling":[12,171],"population":[13,20,85,169],"density":[14,86,124,139,170],"as":[15,63,130],"the":[16,28,37,54,75,99,125],"ratio":[17],"of":[18,77,101],"total":[19],"to":[21,52,83,91,152,163,167],"administrative":[22,81,122],"area":[23,59,82,123],"extent.":[24,60],"This":[25,44,96],"model":[26,38,55,84],"oversimplifies":[27],"problem,":[29],"because":[30],"it":[31],"covers":[32],"large":[33],"uninhabited":[34],"areas,":[35],"while":[36],"should":[39],"focus":[40,53],"on":[41,106],"inhabited":[42],"areas.":[43],"study":[45,97,118],"uses":[46],"settlement":[47,58,78,138,165],"mapping":[48,79,166],"against":[49],"satellite":[50],"imagery":[51],"and":[56,113,136,180],"calculate":[57],"As":[61],"far":[62],"our":[64],"search":[65],"goes,":[66],"we":[67,159],"did":[68],"not":[69],"find":[70],"any":[71],"specific":[72],"studies":[73],"comparing":[74],"use":[76,164],"with":[80],"computing":[88],"its":[89],"correlation":[90],"a":[92],"case":[94,109],"rate.":[95],"investigates":[98],"comparison":[100],"both":[102],"models":[103],"using":[104,121,137],"data":[105],"Tuberculosis":[107],"(TB)":[108],"rate":[110],"Central":[112],"East":[114],"Java":[115],"Indonesia.":[116],"Our":[117],"shows":[119],"that":[120],"Spearman&#x0027;s":[126],"<tex>$\\rho$</tex>":[127],"was":[128,140],"considered":[129],"&#x201C;Fair&#x201D;":[131],"<tex>$(0.566,":[132],"p":[133,144],"&lt;":[134,145],"0.01)$</tex>":[135],"&#x201C;Mod-erately":[141],"Strong&#x201D;":[142],"<tex>$(0.673,":[143],"0.01)$</tex>.":[146],"The":[147],"difference":[148],"is":[149],"significant":[150],"according":[151],"Hotelling&#x0027;s":[153],"t":[154],"test.":[155],"By":[156],"this":[157,183],"result":[158],"encouraging":[161],"improve":[168],"analysis.":[176],"Resources":[177],"used":[178],"by":[179],"resulting":[181],"from":[182],"work":[184],"publicly":[186],"available":[187],"at":[188],"https://github.com/mirzaalimm/PopulationDensityVsDisease.":[189]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-12-31T00:00:00"}
