{"id":"https://openalex.org/W3202026118","doi":"https://doi.org/10.3233/atde190149","title":"Prediction of Posting Behavior of Online UGC Communities Users Based on Poisson Regression","display_name":"Prediction of Posting Behavior of Online UGC Communities Users Based on Poisson Regression","publication_year":2019,"publication_date":"2019-10-07","ids":{"openalex":"https://openalex.org/W3202026118","doi":"https://doi.org/10.3233/atde190149","mag":"3202026118"},"language":"en","primary_location":{"id":"doi:10.3233/atde190149","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190149","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190149","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190149","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100387339","display_name":"Xingyu Chen","orcid":"https://orcid.org/0000-0002-3813-6080"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingyu Chen","raw_affiliation_strings":["College of Management, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008968252","display_name":"Yu You Ling","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu You Ling","raw_affiliation_strings":["College of Management, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113573426","display_name":"Hu XianQi","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianqi Hu","raw_affiliation_strings":["College of Management, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018015188","display_name":"Xiuchen Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuchen Lin","raw_affiliation_strings":["College of Management, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101136251","display_name":"Liang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhu","raw_affiliation_strings":["College of Economics, Shenzhen University","College of Management, Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"College of Economics, Shenzhen University","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Management, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100387339"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39023633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9911999702453613,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9911999702453613,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/popularity","display_name":"Popularity","score":0.7989358901977539},{"id":"https://openalex.org/keywords/poisson-regression","display_name":"Poisson regression","score":0.7021534442901611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5084390044212341},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4859848916530609},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4577109217643738},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4559415578842163},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.44464200735092163},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.4351414442062378},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4158706068992615},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3199940025806427},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20864999294281006},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15759563446044922},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14365997910499573},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13544219732284546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1347009539604187},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09144604206085205},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.09041386842727661}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7989358901977539},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.7021534442901611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5084390044212341},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4859848916530609},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4577109217643738},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4559415578842163},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.44464200735092163},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.4351414442062378},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4158706068992615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3199940025806427},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20864999294281006},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15759563446044922},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14365997910499573},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13544219732284546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1347009539604187},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09144604206085205},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.09041386842727661},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/atde190149","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190149","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190149","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/atde190149","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190149","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190149","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3328376380","display_name":null,"funder_award_id":"502111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3956932129","display_name":null,"funder_award_id":"7180313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4133619063","display_name":null,"funder_award_id":"71803135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4458482396","display_name":null,"funder_award_id":"71872115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G676188152","display_name":null,"funder_award_id":"71502111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3202026118.pdf","grobid_xml":"https://content.openalex.org/works/W3202026118.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W261728349","https://openalex.org/W1977539023","https://openalex.org/W2019507850","https://openalex.org/W2047951785","https://openalex.org/W2051722126","https://openalex.org/W2058744412","https://openalex.org/W2080488323","https://openalex.org/W2085924081","https://openalex.org/W2096796955","https://openalex.org/W2109091500","https://openalex.org/W2116339812","https://openalex.org/W2132674989","https://openalex.org/W2140993268","https://openalex.org/W2154102192","https://openalex.org/W2167333310","https://openalex.org/W2188806892","https://openalex.org/W4301761671"],"related_works":["https://openalex.org/W2503331259","https://openalex.org/W1590941618","https://openalex.org/W3096804274","https://openalex.org/W2509788866","https://openalex.org/W3134844154","https://openalex.org/W3200250056","https://openalex.org/W2385896179","https://openalex.org/W2150462512","https://openalex.org/W2885596111","https://openalex.org/W4289685881"],"abstract_inverted_index":{"As":[0],"a":[1,98,134,146,163],"new":[2],"form":[3],"of":[4,25,59,73,83,100,107,112],"Internet":[5],"service,":[6],"User":[7],"Generated":[8],"Content":[9],"(UGC)":[10],"community":[11],"has":[12],"gained":[13],"popularity":[14],"these":[15],"years,":[16],"and":[17,77,109,115,157],"also":[18],"attracts":[19],"academic":[20],"attention.":[21],"The":[22,85,126],"posting":[23,61,140,152,169],"behavior":[24,62,76,82],"users":[26,35,44,94],"is":[27],"an":[28],"important":[29],"index":[30],"to":[31,69],"measure":[32],"whether":[33],"the":[34,41,49,57,71,105,110,121],"are":[36],"active":[37,43],"or":[38],"not.":[39],"Identifying":[40],"potential":[42],"in":[45],"UGC":[46],"Communities":[47],"helps":[48],"companies":[50],"make":[51],"proper":[52],"management":[53],"strategies,":[54],"which":[55,103],"renders":[56],"prediction":[58],"users\u2019":[60,74,80,130,138,142,150,154,167],"important.":[63],"This":[64],"study":[65],"used":[66],"Poisson":[67],"regression":[68],"examine":[70],"effect":[72,136,148,165],"past":[75,131,143,155],"status":[78],"on":[79,95,120,137,149,166],"later":[81,139,151,168],"posting.":[84],"data":[86],"for":[87],"analysis":[88],"were":[89,118],"extracted":[90],"from":[91],"ten":[92],"thousand":[93],"Qiushibaike":[96],"throughout":[97],"window":[99],"three":[101],"months,":[102],"included":[104],"number":[106,111],"posts":[108,144,159],"likes,":[113],"comments,":[114],"times":[116],"they":[117,160],"featured":[119],"home":[122],"page":[123],"by":[124],"administrators.":[125],"results":[127],"indicate":[128],"that":[129],"comments":[132],"have":[133,145,162],"negative":[135],"behavior;":[141,153],"positive":[147,164],"likes":[156],"hot":[158],"got":[161],"behavior.":[170]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
