{"id":"https://openalex.org/W4391094042","doi":"https://doi.org/10.1109/bigdata59044.2023.10386928","title":"Assessing Regional Disparities in Human Development and Multidimensional Poverty: A Satellite Imagery and Machine Learning Approach","display_name":"Assessing Regional Disparities in Human Development and Multidimensional Poverty: A Satellite Imagery and Machine Learning Approach","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391094042","doi":"https://doi.org/10.1109/bigdata59044.2023.10386928"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","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/A5108312788","display_name":"Sukbeom Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sukbeom Chang","raw_affiliation_strings":["Handong Global University,School of Global Entrepreneurship and ICT,Pohang,South Korea","School of Global Entrepreneurship and ICT, Handong Global University, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,School of Global Entrepreneurship and ICT,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]},{"raw_affiliation_string":"School of Global Entrepreneurship and ICT, Handong Global University, Pohang, South Korea","institution_ids":["https://openalex.org/I113825674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093760227","display_name":"Youeel Sadek Kamal Abdelnour","orcid":null},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youeel Sadek Kamal Abdelnour","raw_affiliation_strings":["Handong Global University,The Graduate School of Global Management & Leadership,Pohang,South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,The Graduate School of Global Management & Leadership,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093760228","display_name":"Ivis Mar\u00eda Companioni Cardoso","orcid":null},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ivis Mar\u00eda Companioni Cardoso","raw_affiliation_strings":["Handong Global University,The Graduate School of Global Management & Leadership,Pohang,South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,The Graduate School of Global Management & Leadership,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396224","display_name":"Jeongho Kim","orcid":"https://orcid.org/0000-0002-5027-0899"},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongho Kim","raw_affiliation_strings":["Handong Global University,School of Global Entrepreneurship and ICT,Pohang,South Korea","School of Global Entrepreneurship and ICT, Handong Global University, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,School of Global Entrepreneurship and ICT,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]},{"raw_affiliation_string":"School of Global Entrepreneurship and ICT, Handong Global University, Pohang, South Korea","institution_ids":["https://openalex.org/I113825674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101621642","display_name":"Seon Tae Kim","orcid":"https://orcid.org/0000-0002-8757-1476"},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seon Tae Kim","raw_affiliation_strings":["Handong Global University,School of Management and Economics,Pohang,South Korea","School of Management and Economics, Handong Global University, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,School of Management and Economics,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]},{"raw_affiliation_string":"School of Management and Economics, Handong Global University, Pohang, South Korea","institution_ids":["https://openalex.org/I113825674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053191233","display_name":"Joo Hee Oh","orcid":"https://orcid.org/0000-0003-0850-0256"},"institutions":[{"id":"https://openalex.org/I113825674","display_name":"Handong Global University","ror":"https://ror.org/00txhkt32","country_code":"KR","type":"education","lineage":["https://openalex.org/I113825674"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joo Hee Oh","raw_affiliation_strings":["Handong Global University,School of Management and Economics,Pohang,South Korea","School of Management and Economics, Handong Global University, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Handong Global University,School of Management and Economics,Pohang,South Korea","institution_ids":["https://openalex.org/I113825674"]},{"raw_affiliation_string":"School of Management and Economics, Handong Global University, Pohang, South Korea","institution_ids":["https://openalex.org/I113825674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108312788"],"corresponding_institution_ids":["https://openalex.org/I113825674"],"apc_list":null,"apc_paid":null,"fwci":0.3294,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60270282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"6113","last_page":"6115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12916","display_name":"COVID-19 impact on air quality","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/poverty","display_name":"Poverty","score":0.7756652235984802},{"id":"https://openalex.org/keywords/gini-coefficient","display_name":"Gini coefficient","score":0.7502474784851074},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.6811516284942627},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.6287057399749756},{"id":"https://openalex.org/keywords/human-development-index","display_name":"Human Development Index","score":0.5818554162979126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5711413621902466},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5699194669723511},{"id":"https://openalex.org/keywords/human-development","display_name":"Human development (humanity)","score":0.5376554727554321},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.48773154616355896},{"id":"https://openalex.org/keywords/inequality","display_name":"Inequality","score":0.4839523136615753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46910911798477173},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4554777145385742},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4534868597984314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4324146807193756},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3323584496974945},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.301312655210495},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.2996752858161926},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.20526868104934692},{"id":"https://openalex.org/keywords/economic-inequality","display_name":"Economic inequality","score":0.16416651010513306},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.137061208486557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11875653266906738},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11869129538536072},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11261257529258728},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1006959080696106},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0941559374332428}],"concepts":[{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.7756652235984802},{"id":"https://openalex.org/C2779206190","wikidata":"https://www.wikidata.org/wiki/Q162455","display_name":"Gini coefficient","level":4,"score":0.7502474784851074},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.6811516284942627},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.6287057399749756},{"id":"https://openalex.org/C2779735493","wikidata":"https://www.wikidata.org/wiki/Q38994","display_name":"Human Development Index","level":3,"score":0.5818554162979126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5711413621902466},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5699194669723511},{"id":"https://openalex.org/C2781089502","wikidata":"https://www.wikidata.org/wiki/Q2917873","display_name":"Human development (humanity)","level":2,"score":0.5376554727554321},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.48773154616355896},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.4839523136615753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46910911798477173},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4554777145385742},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4534868597984314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4324146807193756},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3323584496974945},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.301312655210495},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2996752858161926},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.20526868104934692},{"id":"https://openalex.org/C513380476","wikidata":"https://www.wikidata.org/wiki/Q5055020","display_name":"Economic inequality","level":3,"score":0.16416651010513306},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.137061208486557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11875653266906738},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11869129538536072},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11261257529258728},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1006959080696106},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0941559374332428},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.6800000071525574,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2252733758","https://openalex.org/W2570881823","https://openalex.org/W2811197153","https://openalex.org/W2951475946","https://openalex.org/W3042626839","https://openalex.org/W4232427825","https://openalex.org/W4385752800","https://openalex.org/W6691679446"],"related_works":["https://openalex.org/W2047390361","https://openalex.org/W2226494186","https://openalex.org/W3025360117","https://openalex.org/W1981300730","https://openalex.org/W2904278923","https://openalex.org/W2992543905","https://openalex.org/W3121720390","https://openalex.org/W2517094978","https://openalex.org/W1591944256","https://openalex.org/W79568255"],"abstract_inverted_index":{"This":[0,85],"paper":[1],"employs":[2],"satellite":[3,89],"imagery":[4],"and":[5,17,41,49,58,91],"machine":[6],"learning":[7],"approach":[8],"to":[9,98],"analyze":[10],"regional":[11],"disparities":[12],"in":[13,76],"human":[14],"development":[15,74],"(HDI)":[16],"multidimensional":[18],"poverty":[19],"(MPI).":[20],"Concentrating":[21],"on":[22,33],"213":[23],"subnational":[24],"regions":[25],"worldwide,":[26],"this":[27],"study":[28],"strategically":[29],"selects":[30],"countries":[31],"based":[32],"the":[34,42,64],"Human":[35],"Development":[36],"Index":[37],"(HDI),":[38],"Gini":[39],"coefficient,":[40],"Theil-T":[43],"index":[44],"as":[45],"measures":[46],"of":[47,53,67],"deprivation":[48],"inequality.":[50],"The":[51,70],"utilization":[52],"Google":[54],"Static":[55],"Map":[56],"API":[57],"Convolutional":[59],"Neural":[60],"Networks":[61],"(CNNs),":[62],"facilitates":[63],"comprehensive":[65],"analysis":[66],"these":[68],"indicators.":[69],"findings":[71],"challenge":[72],"uniform":[73],"assumptions":[75],"nations,":[77],"providing":[78],"refined":[79],"insights":[80],"for":[81],"targeted":[82],"policy":[83],"interventions.":[84],"quantitative":[86],"approach,":[87],"merging":[88],"technology":[90],"artificial":[92],"intelligence,":[93],"offers":[94],"a":[95],"significant":[96],"contribution":[97],"understanding":[99],"sustainable":[100],"development.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}