{"id":"https://openalex.org/W4381332745","doi":"https://doi.org/10.1016/j.eswa.2023.120803","title":"Predicting economic resilience of territories in Italy during the COVID-19 first lockdown","display_name":"Predicting economic resilience of territories in Italy during the COVID-19 first lockdown","publication_year":2023,"publication_date":"2023-06-20","ids":{"openalex":"https://openalex.org/W4381332745","doi":"https://doi.org/10.1016/j.eswa.2023.120803","pmid":"https://pubmed.ncbi.nlm.nih.gov/37363270","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10281035"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2023.120803","doi":"https://doi.org/10.1016/j.eswa.2023.120803","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.120803","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.eswa.2023.120803","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013385420","display_name":"Francesco Pierri","orcid":"https://orcid.org/0000-0002-9339-7566","observed_orcids":["https://orcid.org/0000-0002-9339-7566"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Pierri","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9339-7566","affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024804688","display_name":"Francesco Scotti","orcid":"https://orcid.org/0000-0002-8881-0715","observed_orcids":["https://orcid.org/0000-0002-8881-0715"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Scotti","raw_affiliation_strings":["Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8881-0715","affiliations":[{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032566311","display_name":"Giovanni Bonaccorsi","orcid":"https://orcid.org/0000-0002-5600-6271","observed_orcids":["https://orcid.org/0000-0002-5600-6271"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Bonaccorsi","raw_affiliation_strings":["Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5600-6271","affiliations":[{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057196369","display_name":"Andrea Flori","orcid":"https://orcid.org/0000-0002-9861-3598","observed_orcids":["https://orcid.org/0000-0002-9861-3598"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Flori","raw_affiliation_strings":["Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9861-3598","affiliations":[{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050830060","display_name":"Fabio Pammolli A","orcid":"https://orcid.org/0000-0001-7056-1303","observed_orcids":["https://orcid.org/0000-0001-7056-1303","https://orcid.org/0000-0003-4979-8933"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Pammolli","raw_affiliation_strings":["Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7056-1303","affiliations":[{"raw_affiliation_string":"Department of Management, Economics and Industrial Engineering, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013385420"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":{"value":3220,"currency":"USD","value_usd":3220},"fwci":1.3295,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83456299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"232","issue":null,"first_page":"120803","last_page":"120803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13588","display_name":"Regional resilience and development","score":0.9520999789237976,"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"}},"topics":[{"id":"https://openalex.org/T13588","display_name":"Regional resilience and development","score":0.9520999789237976,"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"}},{"id":"https://openalex.org/T11711","display_name":"COVID-19 Pandemic Impacts","score":0.0340999998152256,"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"}},{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.008799999952316284,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/economic-resilience","display_name":"economic resilience","score":0.9909999966621399},{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.8859999775886536},{"id":"https://openalex.org/keywords/first-lockdown","display_name":"first lockdown","score":0.7300000190734863},{"id":"https://openalex.org/keywords/municipalities","display_name":"municipalities","score":0.6859999895095825},{"id":"https://openalex.org/keywords/early-warning-systems","display_name":"early warning systems","score":0.5799999833106995},{"id":"https://openalex.org/keywords/socioeconomic-characteristics","display_name":"socioeconomic characteristics","score":0.6179999709129333},{"id":"https://openalex.org/keywords/point-of-sale-transactions","display_name":"point-of-sale transactions","score":0.7910000085830688},{"id":"https://openalex.org/keywords/network-centrality","display_name":"network centrality","score":0.8029999732971191},{"id":"https://openalex.org/keywords/commuting-networks","display_name":"commuting networks","score":0.8059999942779541},{"id":"https://openalex.org/keywords/per-capita-income","display_name":"per capita income","score":0.9319999814033508},{"id":"https://openalex.org/keywords/land-consumption","display_name":"land consumption","score":0.8270000219345093},{"id":"https://openalex.org/keywords/crisis-prediction","display_name":"crisis prediction","score":0.699999988079071}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7139381170272827},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.6559051275253296},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6000077724456787},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.5561286211013794},{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.5120719075202942},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5083646178245544},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.49078115820884705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47619879245758057},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4704025387763977},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4636235535144806},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4276089072227478},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.358996719121933},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28163379430770874},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10836055874824524},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10036540031433105},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09469100832939148},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.eswa.2023.120803","doi":"https://doi.org/10.1016/j.eswa.2023.120803","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.120803","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10281035","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10281035","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10281035/pdf/main.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Syst Appl","raw_type":"Text"},{"id":"pmid:37363270","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37363270","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert systems with applications","raw_type":"Journal Article"},{"id":"pmh:oai:re.public.polimi.it:11311/1255140","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1255140","pdf_url":"https://re.public.polimi.it/bitstream/11311/1255140/1/ESWA_2023_iris.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.eswa.2023.120803","doi":"https://doi.org/10.1016/j.eswa.2023.120803","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.120803","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Decent work and economic growth","score":0.48510000109672546,"id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381332745.pdf","grobid_xml":"https://content.openalex.org/works/W4381332745.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W1536060130","https://openalex.org/W1854214752","https://openalex.org/W1968060540","https://openalex.org/W1971937094","https://openalex.org/W2096832592","https://openalex.org/W2097699073","https://openalex.org/W2101637067","https://openalex.org/W2104746949","https://openalex.org/W2112868720","https://openalex.org/W2118805239","https://openalex.org/W2123827298","https://openalex.org/W2127800791","https://openalex.org/W2155428764","https://openalex.org/W2167573641","https://openalex.org/W2182361439","https://openalex.org/W2285761813","https://openalex.org/W2298612130","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2618851150","https://openalex.org/W2663925367","https://openalex.org/W2898078565","https://openalex.org/W2913475578","https://openalex.org/W2914761779","https://openalex.org/W2952210444","https://openalex.org/W2990064447","https://openalex.org/W2994898777","https://openalex.org/W3003257820","https://openalex.org/W3010131837","https://openalex.org/W3012587129","https://openalex.org/W3012657863","https://openalex.org/W3015106070","https://openalex.org/W3015777747","https://openalex.org/W3017357696","https://openalex.org/W3019051739","https://openalex.org/W3023134418","https://openalex.org/W3023863810","https://openalex.org/W3025957080","https://openalex.org/W3031021368","https://openalex.org/W3031862691","https://openalex.org/W3032443639","https://openalex.org/W3032953994","https://openalex.org/W3041452918","https://openalex.org/W3047210991","https://openalex.org/W3049401334","https://openalex.org/W3083915398","https://openalex.org/W3093033010","https://openalex.org/W3094060811","https://openalex.org/W3094233077","https://openalex.org/W3094371387","https://openalex.org/W3099011804","https://openalex.org/W3101206394","https://openalex.org/W3113376803","https://openalex.org/W3123246906","https://openalex.org/W3123724611","https://openalex.org/W3124753896","https://openalex.org/W3125678515","https://openalex.org/W3126160600","https://openalex.org/W3131339131","https://openalex.org/W3136669015","https://openalex.org/W3137832009","https://openalex.org/W3138148883","https://openalex.org/W3173595383","https://openalex.org/W3183626682","https://openalex.org/W3199336465","https://openalex.org/W3199449770","https://openalex.org/W3209218060","https://openalex.org/W4200058536","https://openalex.org/W4205286775","https://openalex.org/W4205602341","https://openalex.org/W4205802411","https://openalex.org/W4224440882","https://openalex.org/W4283214930","https://openalex.org/W4288421080","https://openalex.org/W4289890339","https://openalex.org/W4292622133","https://openalex.org/W4293275470","https://openalex.org/W4294089543","https://openalex.org/W4295414133","https://openalex.org/W4296817562","https://openalex.org/W4296858340","https://openalex.org/W4306740354","https://openalex.org/W4307956989","https://openalex.org/W4309675590","https://openalex.org/W4313627498","https://openalex.org/W4317214206","https://openalex.org/W4323322654","https://openalex.org/W4365810358","https://openalex.org/W4367323235","https://openalex.org/W6775851337","https://openalex.org/W6785859875","https://openalex.org/W6794976316"],"related_works":["https://openalex.org/W3121451228","https://openalex.org/W4400651009","https://openalex.org/W4400057633","https://openalex.org/W4353089411","https://openalex.org/W6922531924","https://openalex.org/W7111440205","https://openalex.org/W7061328230","https://openalex.org/W7140622029","https://openalex.org/W3211794010","https://openalex.org/W3209218060"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,8,60,78,104,163,167,183],"predict":[4],"the":[5,21,27,31,61,72,79,98,102,136,143,150,170],"economic":[6,73,147],"resilience":[7,74],"crises":[9],"of":[10,23,30,38,48,71,75,121,131,138,146,158],"territories":[11,112],"based":[12],"on":[13,45],"local":[14],"pre-existing":[15],"socioeconomic":[16],"characteristics.":[17],"Specifically,":[18],"we":[19,52,83,100,154],"consider":[20],"case":[22,99],"Italian":[24,76],"municipalities":[25,77],"during":[26,149],"first":[28],"wave":[29],"COVID-19":[32,151],"pandemic,":[33],"leveraging":[34],"a":[35,46],"large-scale":[36],"dataset":[37],"cardholders":[39],"performing":[40],"transactions":[41],"in":[42,89,97,129],"Point-of-Sales.":[43],"Based":[44],"set":[47,137],"machine":[49],"learning":[50],"classifiers,":[51],"show":[53],"that":[54,111],"network-based":[55],"measures":[56],"and":[57,65,91,125,133,177],"variables":[58],"related":[59],"social,":[62],"economic,":[63],"demographic":[64],"environmental":[66],"dimensions":[67],"are":[68],"relevant":[69],"predictors":[70],"crisis.":[80],"In":[81],"particular,":[82],"find":[84],"accurate":[85],"classification":[86],"performance":[87],"both":[88],"balanced":[90],"un-balanced":[92],"scenarios,":[93],"as":[94,96],"well":[95],"restrict":[101],"analysis":[103,109],"specific":[105],"geographical":[106],"areas.":[107],"Our":[108],"predicts":[110],"with":[113],"larger":[114],"income":[115],"per":[116],"capita,":[117],"soil":[118],"consumption,":[119],"concentration":[120],"real":[122],"estate":[123],"activities":[124,148],"commuting":[126],"network":[127],"centrality":[128],"terms":[130],"closeness":[132],"Pagerank":[134],"constitute":[135],"most":[139],"affected":[140],"areas,":[141],"experiencing":[142],"strongest":[144],"reduction":[145],"pandemic.":[152],"Overall,":[153],"provide":[155,164],"an":[156,159],"application":[157],"early-warning":[160],"system":[161],"able":[162],"timely":[165],"evidence":[166],"policymakers":[168],"about":[169],"detrimental":[171],"effects":[172],"generated":[173],"by":[174],"natural":[175],"disasters":[176],"severe":[178],"crisis":[179],"episodes,":[180],"thus":[181],"contributing":[182],"optimize":[184],"public":[185],"decision":[186],"support":[187],"systems.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-06-21T00:00:00"}