{"id":"https://openalex.org/W3000235533","doi":"https://doi.org/10.1109/ic3ina48034.2019.8949595","title":"Mapping the Pattern of Spread of Tuberculosis Cases using Spatio-Temporal Approach in Makassar \u2013 South Sulawesi","display_name":"Mapping the Pattern of Spread of Tuberculosis Cases using Spatio-Temporal Approach in Makassar \u2013 South Sulawesi","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3000235533","doi":"https://doi.org/10.1109/ic3ina48034.2019.8949595","mag":"3000235533"},"language":"en","primary_location":{"id":"doi:10.1109/ic3ina48034.2019.8949595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3ina48034.2019.8949595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","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/A5088206977","display_name":"Muhammad Resha","orcid":"https://orcid.org/0000-0002-0335-3739"},"institutions":[{"id":"https://openalex.org/I4210162895","display_name":"Institut Kesenian Makassar","ror":"https://ror.org/00krt8g98","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210162895"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Muhammad Resha","raw_affiliation_strings":["Digital Business, IBK Nitro, Makassar, Indonesia"],"affiliations":[{"raw_affiliation_string":"Digital Business, IBK Nitro, Makassar, Indonesia","institution_ids":["https://openalex.org/I4210162895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044593913","display_name":"Ansar Suyuti","orcid":"https://orcid.org/0000-0002-7742-9986"},"institutions":[{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ansar Suyuti","raw_affiliation_strings":["Electrical Engineering, 90245 Hasanuddin University, Indonesia","90245 Hasanuddin University,Electrical Engineering,Indonesia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, 90245 Hasanuddin University, Indonesia","institution_ids":["https://openalex.org/I98301867"]},{"raw_affiliation_string":"90245 Hasanuddin University,Electrical Engineering,Indonesia","institution_ids":["https://openalex.org/I98301867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090873003","display_name":"Rhiza S. Sadjad","orcid":"https://orcid.org/0000-0002-2987-4604"},"institutions":[{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rhiza S Sadjad","raw_affiliation_strings":["Electrical Engineering, 90245 Hasanuddin University, Indonesia","90245 Hasanuddin University,Electrical Engineering,Indonesia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, 90245 Hasanuddin University, Indonesia","institution_ids":["https://openalex.org/I98301867"]},{"raw_affiliation_string":"90245 Hasanuddin University,Electrical Engineering,Indonesia","institution_ids":["https://openalex.org/I98301867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112656982","display_name":"Muhammad Niswar","orcid":"https://orcid.org/0000-0003-2118-9482"},"institutions":[{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Niswar","raw_affiliation_strings":["Electrical Engineering, 90245 Hasanuddin University, Indonesia","90245 Hasanuddin University,Electrical Engineering,Indonesia"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, 90245 Hasanuddin University, Indonesia","institution_ids":["https://openalex.org/I98301867"]},{"raw_affiliation_string":"90245 Hasanuddin University,Electrical Engineering,Indonesia","institution_ids":["https://openalex.org/I98301867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088206977"],"corresponding_institution_ids":["https://openalex.org/I4210162895"],"apc_list":null,"apc_paid":null,"fwci":0.2887,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59975007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10038","display_name":"Tuberculosis Research and Epidemiology","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10038","display_name":"Tuberculosis Research and Epidemiology","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tuberculosis","display_name":"Tuberculosis","score":0.8929400444030762},{"id":"https://openalex.org/keywords/mycobacterium-tuberculosis","display_name":"Mycobacterium tuberculosis","score":0.5812947154045105},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5563814640045166},{"id":"https://openalex.org/keywords/phlegm","display_name":"Phlegm","score":0.5563110709190369},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5102710723876953},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4827274978160858},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.4772348701953888},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4658578038215637},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.42899996042251587},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.34677523374557495},{"id":"https://openalex.org/keywords/veterinary-medicine","display_name":"Veterinary medicine","score":0.3219132423400879},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19421851634979248},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.06470891833305359}],"concepts":[{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.8929400444030762},{"id":"https://openalex.org/C2777975735","wikidata":"https://www.wikidata.org/wiki/Q130971","display_name":"Mycobacterium tuberculosis","level":3,"score":0.5812947154045105},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5563814640045166},{"id":"https://openalex.org/C2778731716","wikidata":"https://www.wikidata.org/wiki/Q3746560","display_name":"Phlegm","level":4,"score":0.5563110709190369},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5102710723876953},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4827274978160858},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.4772348701953888},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4658578038215637},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.42899996042251587},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.34677523374557495},{"id":"https://openalex.org/C42972112","wikidata":"https://www.wikidata.org/wiki/Q170201","display_name":"Veterinary medicine","level":1,"score":0.3219132423400879},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19421851634979248},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.06470891833305359},{"id":"https://openalex.org/C188947578","wikidata":"https://www.wikidata.org/wiki/Q200253","display_name":"Traditional Chinese medicine","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3ina48034.2019.8949595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3ina48034.2019.8949595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7699999809265137,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W635639812","https://openalex.org/W1995917559","https://openalex.org/W2166906805","https://openalex.org/W2346907435","https://openalex.org/W2592152708","https://openalex.org/W2753554698","https://openalex.org/W2800397031","https://openalex.org/W3157656065"],"related_works":["https://openalex.org/W2377820046","https://openalex.org/W2064189547","https://openalex.org/W2187579610","https://openalex.org/W2132934821","https://openalex.org/W2322029862","https://openalex.org/W2361615820","https://openalex.org/W1859734804","https://openalex.org/W2807946872","https://openalex.org/W3211763274","https://openalex.org/W3085164338"],"abstract_inverted_index":{"One":[0],"infectious":[1],"disease":[2],"is":[3,14,22,111],"an":[4],"important":[5],"health":[6],"problem":[7],"in":[8,30,33,86,112,118],"almost":[9],"all":[10,58],"countries,":[11],"including":[12],"Indonesia":[13],"Tuberculosis":[15,29],"caused":[16],"by":[17],"Mycobacterium":[18],"Tuberculosis.":[19],"This":[20,35],"research":[21],"to":[23],"find":[24],"out":[25],"the":[26,68,87,91,108,116],"mapping":[27,90],"of":[28,81,89,93,101],"Makassar":[31,51],"City":[32],"2015-2017.":[34],"study":[36,83],"uses":[37],"a":[38,99],"descriptive":[39],"method":[40],"with":[41,60,73,98],"secondary":[42],"data":[43],"obtained":[44],"from":[45],"Balai":[46],"Besar":[47],"Kesehatan":[48],"Paru":[49],"Masyarakat":[50],"(BBKPM).":[52],"The":[53,79],"population":[54],"was":[55],"taken":[56],"that":[57,107],"patients":[59,72,95],"suspected":[61],"tuberculosis":[62,71,94],"were":[63,70,84],"recorded":[64],"at":[65],"BBKPM":[66],"and":[67,76,115],"samples":[69],"Phlegm":[74],"(+)":[75],"(-)":[77],"examinations.":[78],"results":[80],"this":[82],"formulated":[85],"form":[88],"spread":[92],"using":[96],"Quantum-GIS":[97],"total":[100],"5896.":[102],"It":[103],"can":[104],"be":[105],"concluded":[106],"largest":[109],"distribution":[110],"Panakkukang":[113],"District":[114],"smallest":[117],"Wajo":[119],"District.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}