{"id":"https://openalex.org/W3026090244","doi":"https://doi.org/10.1109/tcss.2020.2992294","title":"Understanding the User Behavior of Foursquare: A Data-Driven Study on a Global Scale","display_name":"Understanding the User Behavior of Foursquare: A Data-Driven Study on a Global Scale","publication_year":2020,"publication_date":"2020-05-18","ids":{"openalex":"https://openalex.org/W3026090244","doi":"https://doi.org/10.1109/tcss.2020.2992294","mag":"3026090244"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2020.2992294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2020.2992294","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/1dbded57-52d0-4dfc-856a-f8e01fa325e2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100350503","display_name":"Yang Chen","orcid":"https://orcid.org/0000-0003-4749-3060"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China","School of Computer Science, Fudan University, Shanghai, China","Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4749-3060","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112319246","display_name":"Jiyao Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyao Hu","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China","School of Computer Science, Fudan University, Shanghai, China","Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069437467","display_name":"Yu Xiao","orcid":"https://orcid.org/0000-0002-4517-3779"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Yu Xiao","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4517-3779","affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674281","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-6482-2535"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6482-2535","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000530436","display_name":"Pan Hui","orcid":"https://orcid.org/0000-0001-6026-1083"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["FI","HK"],"is_corresponding":false,"raw_author_name":"Pan Hui","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong","University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6201,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96021014,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"1019","last_page":"1032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9980999827384949,"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":0.9980999827384949,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.757367730140686},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.60587078332901},{"id":"https://openalex.org/keywords/crawling","display_name":"Crawling","score":0.5700887441635132},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.51754230260849},{"id":"https://openalex.org/keywords/social-graph","display_name":"Social graph","score":0.4924872815608978},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4879319369792938},{"id":"https://openalex.org/keywords/reciprocity","display_name":"Reciprocity (cultural anthropology)","score":0.460038959980011},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43331605195999146},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4174423813819885},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3849679231643677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16282853484153748},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14544302225112915},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12169283628463745}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.757367730140686},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.60587078332901},{"id":"https://openalex.org/C100368936","wikidata":"https://www.wikidata.org/wiki/Q1411725","display_name":"Crawling","level":2,"score":0.5700887441635132},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.51754230260849},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.4924872815608978},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4879319369792938},{"id":"https://openalex.org/C169903001","wikidata":"https://www.wikidata.org/wiki/Q3264987","display_name":"Reciprocity (cultural anthropology)","level":2,"score":0.460038959980011},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43331605195999146},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4174423813819885},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3849679231643677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16282853484153748},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14544302225112915},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12169283628463745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcss.2020.2992294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2020.2992294","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/103154","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/1dbded57-52d0-4dfc-856a-f8e01fa325e2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"A1 Alkuper\u00e4isartikkeli tieteellisess\u00e4 aikakauslehdess\u00e4"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-104104","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85085770019&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:repository.ust.hk:1783.1-104104","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-104104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/103154","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/1dbded57-52d0-4dfc-856a-f8e01fa325e2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"A1 Alkuper\u00e4isartikkeli tieteellisess\u00e4 aikakauslehdess\u00e4"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1664764987","display_name":"\u793e\u4f1a\u96c6\u7fa4\u884c\u4e3a\u6d8c\u73b0\u4e0e\u6f14\u5316\u7684\u673a\u5236\u5206\u6790\u53ca\u9884\u6d4b","funder_award_id":"71731004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7003805840","display_name":null,"funder_award_id":"LZC0019","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G8325359607","display_name":null,"funder_award_id":"61602122","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"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W4055677","https://openalex.org/W1504694836","https://openalex.org/W1599541430","https://openalex.org/W1730818938","https://openalex.org/W1797019445","https://openalex.org/W1814023381","https://openalex.org/W1855246647","https://openalex.org/W1874742113","https://openalex.org/W1912123407","https://openalex.org/W1964064052","https://openalex.org/W1981589225","https://openalex.org/W1981964443","https://openalex.org/W1997617095","https://openalex.org/W2006544310","https://openalex.org/W2008056655","https://openalex.org/W2022646795","https://openalex.org/W2022867359","https://openalex.org/W2028611501","https://openalex.org/W2029778779","https://openalex.org/W2047443612","https://openalex.org/W2047532797","https://openalex.org/W2055992762","https://openalex.org/W2057442840","https://openalex.org/W2064675550","https://openalex.org/W2070844413","https://openalex.org/W2076219102","https://openalex.org/W2081960165","https://openalex.org/W2085594281","https://openalex.org/W2090372231","https://openalex.org/W2090827575","https://openalex.org/W2095702309","https://openalex.org/W2098993874","https://openalex.org/W2099813784","https://openalex.org/W2101196063","https://openalex.org/W2103033197","https://openalex.org/W2117446354","https://openalex.org/W2122463926","https://openalex.org/W2125055259","https://openalex.org/W2131681506","https://openalex.org/W2140097565","https://openalex.org/W2143017621","https://openalex.org/W2151731441","https://openalex.org/W2151764066","https://openalex.org/W2152202842","https://openalex.org/W2158698691","https://openalex.org/W2168508162","https://openalex.org/W2175110005","https://openalex.org/W2205499876","https://openalex.org/W2256966518","https://openalex.org/W2295598076","https://openalex.org/W2415036046","https://openalex.org/W2435251607","https://openalex.org/W2444492025","https://openalex.org/W2506561103","https://openalex.org/W2514936170","https://openalex.org/W2552664786","https://openalex.org/W2602756700","https://openalex.org/W2734726855","https://openalex.org/W2786248259","https://openalex.org/W2794156907","https://openalex.org/W2795048896","https://openalex.org/W2810818404","https://openalex.org/W2893088290","https://openalex.org/W2893523217","https://openalex.org/W2901141332","https://openalex.org/W2911964244","https://openalex.org/W2940615629","https://openalex.org/W2962960408","https://openalex.org/W2972659741","https://openalex.org/W2987246247","https://openalex.org/W3099768174","https://openalex.org/W3102476541","https://openalex.org/W4251372957","https://openalex.org/W6600158049","https://openalex.org/W6635857930","https://openalex.org/W6638321874","https://openalex.org/W6638399519","https://openalex.org/W6640114639","https://openalex.org/W6662241857","https://openalex.org/W6675143072","https://openalex.org/W6684716366","https://openalex.org/W6717827561"],"related_works":["https://openalex.org/W4393220254","https://openalex.org/W4321258516","https://openalex.org/W2051833850","https://openalex.org/W4287845917","https://openalex.org/W3156164993","https://openalex.org/W2385015894","https://openalex.org/W1973846084","https://openalex.org/W2784233313","https://openalex.org/W4245709619","https://openalex.org/W4390437572"],"abstract_inverted_index":{"Being":[0],"a":[1,48,56,92,95,162,166,171,176,182,203,261,271,279,308,326],"leading":[2],"online":[3],"service":[4,344,347],"providing":[5],"both":[6],"local":[7],"search":[8],"and":[9,112,118,153,181,225,240,289,317,335,349],"social":[10,38,116,159,296],"networking":[11],"functions,":[12],"Foursquare":[13,30,84,134,158,192,254,333],"has":[14],"attracted":[15],"tens":[16],"of":[17,19,29,42,51,59,78,83,94,103,130,156,169,190,219,235,248,253,292,315,321,329,332],"millions":[18],"users":[20,135,193,224,334],"all":[21,119,131,208],"over":[22],"the":[23,26,43,60,66,79,88,100,114,124,137,142,157,187,191,217,229,233,249,287,295,330],"world.":[24,138],"Understanding":[25],"user":[27,62,75,127,280],"behavior":[28,128,331],"is":[31,70,91,281],"helpful":[32],"to":[33,73,207,264,276,286],"gain":[34],"insights":[35],"for":[36,338],"location-based":[37],"networks":[39],"(LBSNs).":[40],"Most":[41],"existing":[44,80],"studies":[45,82],"focus":[46],"on":[47,87,98,105,161,211,294],"biased":[49],"subset":[50],"users,":[52],"which":[53],"cannot":[54],"give":[55],"representative":[57],"view":[58,328],"global":[61,115,163],"base.":[63],"Meanwhile,":[64],"although":[65],"user-generated":[67],"content":[68],"(UGC)":[69],"very":[71],"important":[72],"reflect":[74],"behavior,":[76],"most":[77,189],"UGC":[81,104],"are":[85,194,336],"based":[86],"check-ins.":[89],"There":[90],"lack":[93],"thorough":[96,204],"study":[97,129],"tips,":[99,121],"primary":[101],"type":[102],"Foursquare.":[106,212],"In":[107],"this":[108],"article,":[109],"by":[110,222,284],"crawling":[111],"analyzing":[113],"graph":[117,160],"published":[120,209,221],"we":[122,148,201,269],"conduct":[123],"first":[125],"comprehensive":[126],"60+":[132],"million":[133],"around":[136],"We":[139,213],"have":[140,149],"made":[141],"following":[143],"three":[144],"main":[145],"contributions.":[146],"First,":[147],"found":[150],"several":[151],"unique":[152],"undiscovered":[154],"features":[155],"scale,":[164],"including":[165,342],"moderate":[167],"level":[168],"reciprocity,":[170],"small":[172],"average":[173],"clustering":[174],"coefficient,":[175],"giant":[177],"strongly":[178],"connected":[179,196],"component,":[180],"significant":[183],"community":[184],"structure.":[185],"Besides":[186],"singletons,":[188],"weakly":[195],"with":[197,312],"each":[198],"other.":[199],"Second,":[200],"undertake":[202],"investigation":[205],"according":[206],"tips":[210,220],"start":[214],"from":[215,232],"counting":[216],"numbers":[218],"different":[223,339],"then":[226],"look":[227],"into":[228],"tip":[230,236,250],"contents":[231],"perspectives":[234],"venues,":[237],"temporal":[238],"patterns,":[239],"sentiment.":[241],"Our":[242,299,323],"results":[243],"provide":[244,325],"an":[245,282,313,318],"informative":[246],"picture":[247],"publishing":[251],"patterns":[252],"users.":[255],"Last":[256],"but":[257],"not":[258],"least,":[259],"as":[260],"practical":[262],"scenario":[263],"help":[265],"third-party":[266,350],"application":[267,351],"providers,":[268,345,348],"propose":[270],"supervised":[272],"machine":[273],"learning-based":[274],"approach":[275,305],"predict":[277],"whether":[278],"influential":[283],"referring":[285],"profile":[288],"UGC,":[290],"instead":[291],"relying":[293],"connectivity":[297],"information.":[298],"data-driven":[300],"evaluation":[301],"demonstrates":[302],"that":[303],"our":[304],"can":[306],"reach":[307],"good":[309],"prediction":[310],"performance":[311],"F1-score":[314],"0.87":[316],"AUC":[319],"value":[320],"0.88.":[322],"findings":[324],"systematic":[327],"constructive":[337],"relevant":[340],"entities,":[341],"LBSN":[343],"Internet":[346],"providers.":[352]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
