{"id":"https://openalex.org/W3093850429","doi":"https://doi.org/10.1109/access.2020.3032850","title":"The Method of How to Predict Weibo Users\u2019 Recovery Experience on the Weekend Based on Weibo Big Data","display_name":"The Method of How to Predict Weibo Users\u2019 Recovery Experience on the Weekend Based on Weibo Big Data","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3093850429","doi":"https://doi.org/10.1109/access.2020.3032850","mag":"3093850429"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3032850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09234605.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09234605.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100395954","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0001-9849-4093"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]},{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Renmin University of China, Beijing, China","School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-9849-4093","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101703871","display_name":"Yu Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000987030","display_name":"Weixuan Meng","orcid":"https://orcid.org/0000-0003-4311-2216"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixuan Meng","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China","The School of Psychology and Cognitive Science, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4311-2216","affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"The School of Psychology and Cognitive Science, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076566531","display_name":"Runsheng Pan","orcid":"https://orcid.org/0000-0001-7729-2441"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runsheng Pan","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-7729-2441","affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384658","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9315-8816"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-9315-8816","affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068867110","display_name":"Xiangping Zhan","orcid":"https://orcid.org/0000-0003-1161-9645"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangping Zhan","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-1161-9645","affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101658547","display_name":"Xiaoyue Li","orcid":"https://orcid.org/0000-0003-3245-1685"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyue Li","raw_affiliation_strings":["School of Psychology, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychology, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035656783","display_name":"Denghao Zhang","orcid":"https://orcid.org/0000-0003-4637-4422"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Denghao Zhang","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4637-4422","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100395954"],"corresponding_institution_ids":["https://openalex.org/I28006308","https://openalex.org/I78988378"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8988,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78353029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"194072","last_page":"194081"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.8019999861717224,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.8019999861717224,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7519392967224121},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5798274874687195},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5607224702835083},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5005218982696533},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.40788769721984863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36909496784210205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23737281560897827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7519392967224121},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5798274874687195},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5607224702835083},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5005218982696533},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.40788769721984863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36909496784210205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23737281560897827}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3032850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09234605.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b9b098211b2547cd9cf58e37ae1fddca","is_oa":true,"landing_page_url":"https://doaj.org/article/b9b098211b2547cd9cf58e37ae1fddca","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 Access, Vol 8, Pp 194072-194081 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3032850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09234605.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G7710557052","display_name":null,"funder_award_id":"RUCPSY0017","funder_id":"https://openalex.org/F4320322499","funder_display_name":"Renmin University of China"}],"funders":[{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093850429.pdf","grobid_xml":"https://content.openalex.org/works/W3093850429.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W37481676","https://openalex.org/W162456623","https://openalex.org/W1779879527","https://openalex.org/W1971183512","https://openalex.org/W1990393550","https://openalex.org/W1993273815","https://openalex.org/W2071310631","https://openalex.org/W2098412801","https://openalex.org/W2104513260","https://openalex.org/W2114924949","https://openalex.org/W2119595472","https://openalex.org/W2138464663","https://openalex.org/W2152620743","https://openalex.org/W2153266959","https://openalex.org/W2153803020","https://openalex.org/W2154868463","https://openalex.org/W2162908627","https://openalex.org/W2182116719","https://openalex.org/W2316169283","https://openalex.org/W2344881265","https://openalex.org/W2395218225","https://openalex.org/W2465653549","https://openalex.org/W2544158810","https://openalex.org/W2562290388","https://openalex.org/W2599271079","https://openalex.org/W2752943058","https://openalex.org/W2783148606","https://openalex.org/W2790718085","https://openalex.org/W2792026509","https://openalex.org/W2948327568","https://openalex.org/W2955122657","https://openalex.org/W2980974278","https://openalex.org/W3011642264","https://openalex.org/W3017197529","https://openalex.org/W3099328588"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2036556872","https://openalex.org/W2017590198","https://openalex.org/W2978974359","https://openalex.org/W2021183651"],"abstract_inverted_index":{"The":[0,148],"prevailing":[1],"\u201c996\u201d":[2],"overtime":[3],"phenomenon":[4],"in":[5,171,185],"China":[6],"has":[7],"raised":[8],"extensive":[9],"consideration":[10],"and":[11,59,66,74,102,115,131,195],"discussion":[12],"towards":[13],"the":[14,26,120,168],"topic":[15,27],"of":[16,28,42,90,122,181],"work-life":[17],"balance.":[18],"Following":[19],"this":[20,22,172],"trend,":[21],"study":[23,173],"focused":[24],"on":[25,33,155],"work":[29,183],"recovery":[30,44,153,184],"experience.":[31],"Based":[32],"Lens":[34],"Model,":[35],"we":[36],"aimed":[37],"to":[38,137,146,177],"construct":[39],"prediction":[40],"models":[41,95,106],"weekend":[43],"experience":[45,154],"with":[46],"individuals'":[47,152],"social":[48,54,162],"media":[49,55,163],"footprints,":[50],"which":[51,96,107,187],"include":[52],"their":[53,161],"posts,":[56],"behavioral":[57],"information,":[58],"demographic":[60],"information.":[61],"We":[62],"acquired":[63],"Weibo":[64,76],"data":[65,77],"Recovery":[67],"Experience":[68],"Questionnaire":[69],"results":[70,121,149],"from":[71,135,144],"493":[72],"participants":[73],"extracted":[75],"features":[78],"for":[79,139,192],"model":[80,91],"training":[81],"through":[82],"two":[83,88],"methods.":[84],"As":[85],"a":[86],"result,":[87],"types":[89],"were":[92],"constructed:":[93],"regression":[94,123],"applied":[97,108],"Ridge":[98],"Regression,":[99,101],"LASSO":[100],"Elastic":[103],"Net;":[104],"classification":[105,140],"Gradient":[109],"Boosting":[110],"Decision":[111],"Tree,":[112],"Logistic":[113],"Regression":[114],"Support":[116],"Vector":[117],"Machine.":[118],"For":[119],"models,":[124,141],"Pearson":[125],"correlation":[126],"coefficients":[127],"between":[128],"predicted":[129,159],"values":[130],"self-reported":[132],"scores":[133],"ranged":[134,143],"0.40":[136],"0.84;":[138],"F1-score":[142],"0.49":[145],"0.78.":[147],"showed":[150],"that":[151],"weekends":[156],"could":[157,174],"be":[158],"by":[160],"footprints.":[164],"What":[165],"is":[166],"more,":[167],"methodology":[169],"proposed":[170],"help":[175],"organizations":[176],"evaluate":[178],"large":[179],"groups":[180],"employees'":[182],"real-time,":[186],"will":[188],"have":[189],"further":[190],"implications":[191],"both":[193],"theoretical":[194],"practical":[196],"purposes.":[197]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
