{"id":"https://openalex.org/W4285123787","doi":"https://doi.org/10.1109/ojcs.2022.3185569","title":"Perceived Recovery Trajectories in Post-Earthquake Nepal \u2013 A Visual Exploration With Self Organizing Maps","display_name":"Perceived Recovery Trajectories in Post-Earthquake Nepal \u2013 A Visual Exploration With Self Organizing Maps","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285123787","doi":"https://doi.org/10.1109/ojcs.2022.3185569"},"language":"en","primary_location":{"id":"doi:10.1109/ojcs.2022.3185569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2022.3185569","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782664/9024218/09804839.pdf","source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/8782664/9024218/09804839.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039262759","display_name":"Asmita Bhattarai","orcid":"https://orcid.org/0000-0001-6689-7218"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asmita Bhattarai","raw_affiliation_strings":["Department of Geography, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-0312-192X","affiliations":[{"raw_affiliation_string":"Department of Geography, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012273518","display_name":"Thomas J. Cova","orcid":"https://orcid.org/0000-0002-4136-5140"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas J. Cova","raw_affiliation_strings":["Department of Geography, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067431267","display_name":"Simon Brewer","orcid":"https://orcid.org/0000-0002-6810-1911"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon C. Brewer","raw_affiliation_strings":["Department of Geography, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":1.1171,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82804468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"111","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10747","display_name":"Disaster Management and Resilience","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11502","display_name":"Facility Location and Emergency Management","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12196","display_name":"Community Health and Development","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5921353697776794},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5707311630249023},{"id":"https://openalex.org/keywords/disaster-response","display_name":"Disaster response","score":0.47406691312789917},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4693143367767334},{"id":"https://openalex.org/keywords/disaster-recovery","display_name":"Disaster recovery","score":0.4592364728450775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4303544759750366},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42599835991859436},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4223117530345917},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34569913148880005},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.3254365921020508},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27524101734161377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1774282455444336},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16451320052146912},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15965679287910461},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09966307878494263}],"concepts":[{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5921353697776794},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5707311630249023},{"id":"https://openalex.org/C3018653863","wikidata":"https://www.wikidata.org/wiki/Q5281355","display_name":"Disaster response","level":3,"score":0.47406691312789917},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4693143367767334},{"id":"https://openalex.org/C129230348","wikidata":"https://www.wikidata.org/wiki/Q1140205","display_name":"Disaster recovery","level":2,"score":0.4592364728450775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4303544759750366},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42599835991859436},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4223117530345917},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34569913148880005},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.3254365921020508},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27524101734161377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1774282455444336},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16451320052146912},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15965679287910461},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09966307878494263},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcs.2022.3185569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2022.3185569","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782664/9024218/09804839.pdf","source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:96850a00de6d43c1be01463b4bf00837","is_oa":true,"landing_page_url":"https://doaj.org/article/96850a00de6d43c1be01463b4bf00837","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Computer Society, Vol 3, Pp 111-121 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcs.2022.3185569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2022.3185569","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782664/9024218/09804839.pdf","source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285123787.pdf","grobid_xml":"https://content.openalex.org/works/W4285123787.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1485794011","https://openalex.org/W1885937115","https://openalex.org/W1970223845","https://openalex.org/W1978750043","https://openalex.org/W1990517717","https://openalex.org/W1995461542","https://openalex.org/W2029614647","https://openalex.org/W2031553845","https://openalex.org/W2048365415","https://openalex.org/W2054281478","https://openalex.org/W2110802877","https://openalex.org/W2138299537","https://openalex.org/W2147470031","https://openalex.org/W2166334294","https://openalex.org/W2289606975","https://openalex.org/W2298677675","https://openalex.org/W2524781129","https://openalex.org/W2605848534","https://openalex.org/W2752034934","https://openalex.org/W2785229989","https://openalex.org/W2792471578","https://openalex.org/W2796679222","https://openalex.org/W2801223223","https://openalex.org/W2897966647","https://openalex.org/W2947461565","https://openalex.org/W2955097656","https://openalex.org/W2982952422","https://openalex.org/W3045750490","https://openalex.org/W3085165511","https://openalex.org/W3109065399","https://openalex.org/W3130461692","https://openalex.org/W3137245247","https://openalex.org/W4214695263","https://openalex.org/W6696833394","https://openalex.org/W6922373641"],"related_works":["https://openalex.org/W93111763","https://openalex.org/W4241945896","https://openalex.org/W4402721021","https://openalex.org/W2032452226","https://openalex.org/W2394422641","https://openalex.org/W4401497630","https://openalex.org/W3003192696","https://openalex.org/W2578808763","https://openalex.org/W2096153544","https://openalex.org/W2160089643"],"abstract_inverted_index":{"Developing":[0],"effective":[1],"recovery":[2,184],"plans":[3],"requires":[4],"an":[5],"intricate":[6],"understanding":[7],"of":[8,11,55,72,157,179],"the":[9,36,45,62,66,73,90,93,124,134,155,161,166,177],"experiences":[10],"affected":[12],"residents":[13],"following":[14,35],"a":[15,20,58],"disaster":[16,32,80],"event.":[17],"We":[18],"combined":[19],"self-organizing":[21],"map":[22],"(SOM)":[23],"and":[24,85,109,147],"hierarchical":[25],"clustering":[26],"to":[27,76,88,117,182],"analyze":[28],"community":[29],"perceptions":[30],"towards":[31],"response/recovery":[33],"operations":[34],"2015":[37],"Nepal":[38],"earthquake.":[39],"A":[40],"survey":[41,74,94],"was":[42,75],"conducted":[43],"by":[44],"Inter-Agency":[46],"Common":[47],"Feedback":[48],"Project":[49],"(CFP)":[50],"that":[51],"includes":[52],"six":[53],"rounds":[54],"responses":[56],"collected":[57],"month":[59],"apart":[60],"from":[61],"fourteen":[63],"districts":[64,135],"with":[65],"highest":[67],"damage":[68],"levels.":[69],"The":[70],"purpose":[71],"identify":[77],"gaps":[78],"in":[79,169],"response,":[81],"provide":[82],"timely":[83],"feedback,":[84],"enable":[86],"stakeholders":[87,174],"address":[89],"gaps.":[91],"Using":[92],"responses,":[95],"we":[96,131],"identified":[97],"three":[98,137],"satisfaction":[99,121],"clusters":[100,114],"among":[101],"districts:":[102],"1)":[103,139],"least":[104],"satisfied,":[105,108],"2)":[106,141],"moderately":[107],"3)":[110,148],"highly":[111],"satisfied.":[112],"These":[113],"were":[115],"used":[116],"visualize":[118],"each":[119],"district's":[120],"trajectory":[122],"over":[123],"study":[125],"horizon.":[126],"Based":[127],"upon":[128],"their":[129],"trajectories,":[130],"further":[132],"classified":[133],"into":[136],"groups:":[138],"Recovering,":[140],"Not":[142,149],"Recovering":[143,150],"–":[144,151],"Moderately":[145],"Satisfied,":[146],"Least":[152],"Satisfied.":[153],"With":[154],"expansion":[156],"CFP's":[158],"work":[159],"across":[160],"entire":[162],"humanitarian":[163],"development":[164],"cycle,":[165],"methodology":[167],"highlighted":[168],"this":[170],"paper":[171],"could":[172],"help":[173],"better":[175],"understand":[176],"effectiveness":[178],"response":[180],"actions":[181],"improve":[183],"planning.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-07-14T00:00:00"}