{"id":"https://openalex.org/W3024746983","doi":"https://doi.org/10.1371/journal.pcbi.1007879","title":"Towards a data-driven characterization of behavioral changes induced by the seasonal flu","display_name":"Towards a data-driven characterization of behavioral changes induced by the seasonal flu","publication_year":2020,"publication_date":"2020-05-13","ids":{"openalex":"https://openalex.org/W3024746983","doi":"https://doi.org/10.1371/journal.pcbi.1007879","mag":"3024746983","pmid":"https://pubmed.ncbi.nlm.nih.gov/32401809"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1007879","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007879","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007879&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007879&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069579180","display_name":"Nicol\u00f2 Gozzi","orcid":"https://orcid.org/0000-0002-9996-3194"},"institutions":[{"id":"https://openalex.org/I55060895","display_name":"University of Greenwich","ror":"https://ror.org/00bmj0a71","country_code":"GB","type":"education","lineage":["https://openalex.org/I55060895"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nicol\u00f2 Gozzi","raw_affiliation_strings":["Networks and Urban Systems Centre, University of Greenwich, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Networks and Urban Systems Centre, University of Greenwich, London, United Kingdom","institution_ids":["https://openalex.org/I55060895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028327260","display_name":"Daniela Perrotta","orcid":"https://orcid.org/0000-0003-3014-8551"},"institutions":[{"id":"https://openalex.org/I4210120395","display_name":"Max Planck Institute for Demographic Research","ror":"https://ror.org/02jgyam08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210120395"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniela Perrotta","raw_affiliation_strings":["Max Planck Institute for Demographic Research, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Demographic Research, Rostock, Germany","institution_ids":["https://openalex.org/I4210120395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020744129","display_name":"Daniela Paolotti","orcid":"https://orcid.org/0000-0003-1356-3470"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniela Paolotti","raw_affiliation_strings":["ISI Foundation, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"ISI Foundation, Turin, Italy","institution_ids":["https://openalex.org/I134940468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031799782","display_name":"Nicola Perra","orcid":"https://orcid.org/0000-0002-5559-3064"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]},{"id":"https://openalex.org/I55060895","display_name":"University of Greenwich","ror":"https://ror.org/00bmj0a71","country_code":"GB","type":"education","lineage":["https://openalex.org/I55060895"]}],"countries":["GB","IT"],"is_corresponding":true,"raw_author_name":"Nicola Perra","raw_affiliation_strings":["ISI Foundation, Turin, Italy","Networks and Urban Systems Centre, University of Greenwich, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"ISI Foundation, Turin, Italy","institution_ids":["https://openalex.org/I134940468"]},{"raw_affiliation_string":"Networks and Urban Systems Centre, University of Greenwich, London, United Kingdom","institution_ids":["https://openalex.org/I55060895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020744129","https://openalex.org/A5028327260","https://openalex.org/A5031799782","https://openalex.org/A5069579180"],"corresponding_institution_ids":["https://openalex.org/I134940468","https://openalex.org/I4210120395","https://openalex.org/I55060895"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.5501,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.88069484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":"5","first_page":"e1007879","last_page":"e1007879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9976999759674072,"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":0.9976999759674072,"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9952999949455261,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9843999743461609,"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/set","display_name":"Set (abstract data type)","score":0.6367590427398682},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5281994938850403},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4918386936187744},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.445865273475647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4357793629169464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38654837012290955},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3712581992149353},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3657922148704529},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.337147057056427},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3201216459274292}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6367590427398682},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5281994938850403},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4918386936187744},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.445865273475647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4357793629169464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38654837012290955},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3712581992149353},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3657922148704529},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.337147057056427},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3201216459274292},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004198","descriptor_name":"Disease Susceptibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004198","descriptor_name":"Disease Susceptibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004198","descriptor_name":"Disease Susceptibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004198","descriptor_name":"Disease Susceptibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1007879","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007879","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007879&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:32401809","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32401809","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,"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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:gala.gre.ac.uk:28880","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401244","display_name":"Greenwich Academic Literature Archive (University of Greenwich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:arXiv.org:2002.00671","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.00671","pdf_url":"https://arxiv.org/pdf/2002.00671","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"},{"id":"pmh:oai:RePEc:plo:pcbi00:1007879","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007879","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:4715192eebb64a3881fae9603951511f","is_oa":true,"landing_page_url":"https://doaj.org/article/4715192eebb64a3881fae9603951511f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 16, Iss 5, p e1007879 (2020)","raw_type":"article"},{"id":"pmh:oai:frl.publisso.de:frl:6422747","is_oa":true,"landing_page_url":"https://repository.publisso.de/resource/frl:6422747","pdf_url":null,"source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, 16(5):e1007879","raw_type":"Zeitschriftenartikel"},{"id":"pmh:oai:pubmedcentral.nih.gov:7250468","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7250468","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1007879","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007879","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007879&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309723","display_name":"Fondazione CRT","ror":"https://ror.org/00fgmmg43"},{"id":"https://openalex.org/F4320318977","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3024746983.pdf","grobid_xml":"https://content.openalex.org/works/W3024746983.grobid-xml"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W609253140","https://openalex.org/W1494363157","https://openalex.org/W1569223996","https://openalex.org/W1596717185","https://openalex.org/W1606697907","https://openalex.org/W1678356000","https://openalex.org/W1794403333","https://openalex.org/W1854838788","https://openalex.org/W1976687367","https://openalex.org/W1979530960","https://openalex.org/W1994394210","https://openalex.org/W1997544404","https://openalex.org/W2013142069","https://openalex.org/W2017712252","https://openalex.org/W2018967263","https://openalex.org/W2038066731","https://openalex.org/W2043048489","https://openalex.org/W2046843195","https://openalex.org/W2048481507","https://openalex.org/W2051729070","https://openalex.org/W2052396685","https://openalex.org/W2055998287","https://openalex.org/W2056553370","https://openalex.org/W2063383265","https://openalex.org/W2075892055","https://openalex.org/W2076246474","https://openalex.org/W2077805027","https://openalex.org/W2080743918","https://openalex.org/W2088988611","https://openalex.org/W2101234009","https://openalex.org/W2101965199","https://openalex.org/W2105501846","https://openalex.org/W2106109507","https://openalex.org/W2107386336","https://openalex.org/W2117607370","https://openalex.org/W2129089656","https://openalex.org/W2133986066","https://openalex.org/W2134725714","https://openalex.org/W2147335186","https://openalex.org/W2147476848","https://openalex.org/W2150991954","https://openalex.org/W2152095411","https://openalex.org/W2156349196","https://openalex.org/W2156430010","https://openalex.org/W2162452562","https://openalex.org/W2163753340","https://openalex.org/W2184096506","https://openalex.org/W2192780418","https://openalex.org/W2295598076","https://openalex.org/W2328563879","https://openalex.org/W2340035112","https://openalex.org/W2413156413","https://openalex.org/W2549072498","https://openalex.org/W2563950034","https://openalex.org/W2572151106","https://openalex.org/W2604803309","https://openalex.org/W2618851150","https://openalex.org/W2763698460","https://openalex.org/W2766699661","https://openalex.org/W2768676504","https://openalex.org/W2787070805","https://openalex.org/W2797926681","https://openalex.org/W2804447836","https://openalex.org/W2911964244","https://openalex.org/W2913031925","https://openalex.org/W2962862931","https://openalex.org/W2980211503","https://openalex.org/W2980308966","https://openalex.org/W2998818306","https://openalex.org/W2999695270","https://openalex.org/W3007351785","https://openalex.org/W3010131837","https://openalex.org/W3010270046","https://openalex.org/W3011243131","https://openalex.org/W3013430767","https://openalex.org/W3013594674","https://openalex.org/W3016829774","https://openalex.org/W3091913990","https://openalex.org/W3102476541","https://openalex.org/W4212774754","https://openalex.org/W4232964083","https://openalex.org/W4238741934","https://openalex.org/W4249977334","https://openalex.org/W4295313945","https://openalex.org/W4301113013","https://openalex.org/W6675354045","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4389443772","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W2548721895","https://openalex.org/W2373456246","https://openalex.org/W4211075255"],"abstract_inverted_index":{"In":[0,115],"this":[1,19],"work,":[2],"we":[3,21,118,164],"aim":[4],"to":[5,123,127,198,217,226,234],"determine":[6],"the":[7,15,38,64,71,125,138,145,148,166,172,206,211,223,227,235],"main":[8],"factors":[9],"driving":[10],"self-initiated":[11],"behavioral":[12,74,186,239],"changes":[13,75,112,153,219,240],"during":[14,37],"seasonal":[16],"flu.":[17],"To":[18],"end,":[20],"designed":[22],"and":[23,42,70,90,175,182,199,214],"deployed":[24],"a":[25,29,86],"questionnaire":[26],"via":[27],"Influweb,":[28],"Web":[30],"platform":[31],"for":[32],"participatory":[33],"surveillance":[34],"in":[35,93,113,147,154,171,210,220],"Italy,":[36],"2017":[39],"-":[40,44],"18":[41],"2018":[43],"19":[45],"seasons.":[46],"We":[47,81,188],"collected":[48],"599":[49],"surveys":[50],"completed":[51],"by":[52,78,134,242],"434":[53],"users.":[54],"The":[55],"data":[56],"provide":[57],"socio-demographic":[58],"information,":[59],"level":[60],"of":[61,73,88,140,144,168,193,202,230,238],"concerns":[62],"about":[63],"flu,":[65],"past":[66,194],"experience":[67],"with":[68,85],"illnesses,":[69,195],"type":[72],"voluntarily":[76],"implemented":[77],"each":[79,83,169],"participant.":[80],"describe":[82,98],"response":[84],"set":[87,139,229],"features":[89,209],"divide":[91],"them":[92],"three":[94],"target":[95,129],"categories.":[96],"These":[97],"those":[99],"that":[100,190],"report":[101],"i)":[102],"no":[103],"(26%),":[104],"ii)":[105],"only":[106,136],"moderately":[107],"(36%),":[108],"iii)":[109],"significant":[110,152,208,218],"(38%)":[111],"behaviors.":[114,221],"these":[116],"settings,":[117],"adopt":[119],"machine":[120],"learning":[121],"algorithms":[122],"investigate":[124,165],"extent":[126],"which":[128],"variables":[130],"can":[131],"be":[132],"predicted":[133],"looking":[135],"at":[137],"features.":[141],"Notably,":[142],"66%":[143],"samples":[146],"category":[149],"describing":[150],"more":[151],"behaviors":[155],"are":[156,205,215],"correctly":[157],"classified":[158],"through":[159],"Gradient":[160],"Boosted":[161],"Trees.":[162],"Furthermore,":[163],"importance":[167],"feature":[170],"classification":[173,212],"task":[174,213],"uncover":[176],"complex":[177],"relationships":[178],"between":[179],"individuals'":[180],"characteristics":[181],"their":[183],"attitude":[184],"towards":[185],"change.":[187],"find":[189],"intensity,":[191],"recency":[192],"perceived":[196,200],"susceptibility":[197],"severity":[201],"an":[203],"infection":[204],"most":[207],"associated":[216],"Overall,":[222],"research":[224],"contributes":[225],"small":[228],"empirical":[231],"studies":[232],"devoted":[233],"data-driven":[236],"characterization":[237],"induced":[241],"infectious":[243],"diseases.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":12}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
