{"id":"https://openalex.org/W2072260141","doi":"https://doi.org/10.1186/2194-3206-1-14","title":"Modeling population growth in online social networks","display_name":"Modeling population growth in online social networks","publication_year":2013,"publication_date":"2013-06-24","ids":{"openalex":"https://openalex.org/W2072260141","doi":"https://doi.org/10.1186/2194-3206-1-14","mag":"2072260141"},"language":"en","primary_location":{"id":"doi:10.1186/2194-3206-1-14","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2194-3206-1-14","pdf_url":"https://link.springer.com/track/pdf/10.1186/2194-3206-1-14","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/track/pdf/10.1186/2194-3206-1-14","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016383874","display_name":"Konglin Zhu","orcid":"https://orcid.org/0000-0001-7671-311X"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Konglin Zhu","raw_affiliation_strings":["Institute of Computer Science, University of Goettingen, Goettingen, Germany","[Institute of Computer Science, University of Goettingen, Goettingen, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Goettingen, Goettingen, Germany","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"[Institute of Computer Science, University of Goettingen, Goettingen, Germany]","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004218295","display_name":"Wenzhong Li","orcid":"https://orcid.org/0000-0002-9199-3655"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Wenzhong Li","raw_affiliation_strings":["Institute of Computer Science, University of Goettingen, Goettingen, Germany","State Key Laboratory for Novel Software and Technology, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Goettingen, Goettingen, Germany","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software and Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018318168","display_name":"Xiaoming Fu","orcid":"https://orcid.org/0000-0002-8012-4753"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoming Fu","raw_affiliation_strings":["Institute of Computer Science, University of Goettingen, Goettingen, Germany","[Institute of Computer Science, University of Goettingen, Goettingen, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Goettingen, Goettingen, Germany","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"[Institute of Computer Science, University of Goettingen, Goettingen, Germany]","institution_ids":["https://openalex.org/I74656192"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016383874"],"corresponding_institution_ids":["https://openalex.org/I74656192"],"apc_list":null,"apc_paid":{"value":799,"currency":"EUR","value_usd":861},"fwci":4.583,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94253372,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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":0.9812999963760376,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/population","display_name":"Population","score":0.7670276165008545},{"id":"https://openalex.org/keywords/population-growth","display_name":"Population growth","score":0.7315377593040466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6299608945846558},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5533996820449829},{"id":"https://openalex.org/keywords/population-model","display_name":"Population model","score":0.5397921204566956},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.47786492109298706},{"id":"https://openalex.org/keywords/human-dynamics","display_name":"Human dynamics","score":0.41961660981178284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26292428374290466},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21443217992782593}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.7670276165008545},{"id":"https://openalex.org/C77352025","wikidata":"https://www.wikidata.org/wiki/Q386191","display_name":"Population growth","level":3,"score":0.7315377593040466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6299608945846558},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5533996820449829},{"id":"https://openalex.org/C52079815","wikidata":"https://www.wikidata.org/wiki/Q7229808","display_name":"Population model","level":3,"score":0.5397921204566956},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.47786492109298706},{"id":"https://openalex.org/C151915977","wikidata":"https://www.wikidata.org/wiki/Q5937740","display_name":"Human dynamics","level":2,"score":0.41961660981178284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26292428374290466},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21443217992782593},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/2194-3206-1-14","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2194-3206-1-14","pdf_url":"https://link.springer.com/track/pdf/10.1186/2194-3206-1-14","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},{"id":"pmh:oai:goescholar:1/10428","is_oa":true,"landing_page_url":"http://resolver.sub.uni-goettingen.de/purl?gs-1/10428","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":"","raw_type":"journalArticle"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/5658","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/5658","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":"","raw_type":"journal_article"}],"best_oa_location":{"id":"doi:10.1186/2194-3206-1-14","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2194-3206-1-14","pdf_url":"https://link.springer.com/track/pdf/10.1186/2194-3206-1-14","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2072260141.pdf","grobid_xml":"https://content.openalex.org/works/W2072260141.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2000042664","https://openalex.org/W2007168590","https://openalex.org/W2038831956","https://openalex.org/W2106315062","https://openalex.org/W2110953678","https://openalex.org/W2141499038","https://openalex.org/W2148665476","https://openalex.org/W2149714235","https://openalex.org/W2151078464","https://openalex.org/W2911711906","https://openalex.org/W2950627632","https://openalex.org/W3041537557","https://openalex.org/W3103362336","https://openalex.org/W4301113013"],"related_works":["https://openalex.org/W3123665540","https://openalex.org/W2126633714","https://openalex.org/W2184960155","https://openalex.org/W2121061720","https://openalex.org/W2588292249","https://openalex.org/W2616612873","https://openalex.org/W2802289011","https://openalex.org/W2112433083","https://openalex.org/W2726781357","https://openalex.org/W2072260141"],"abstract_inverted_index":{"Abstract":[0],"Purpose":[1],"Online":[2],"social":[3,58,260],"networks":[4,59],"(OSNs)":[5],"are":[6,112],"now":[7],"among":[8],"the":[9,14,52,65,73,91,104,116,130,135,143,164,175,189,193,207,211,220,226,254],"most":[10],"popular":[11,117],"applications":[12],"on":[13,90],"web":[15,119],"offering":[16],"platforms":[17],"for":[18,34,87,273,276],"people":[19,66,251],"to":[20,63,178,209],"interact,":[21],"communicate":[22],"and":[23,47,71,96,124,142,170,198,240,267],"collaborate":[24],"with":[25,223],"others.":[26],"The":[27],"rapid":[28],"development":[29],"of":[30,49,75,93,132,146,153,196,257],"OSNs":[31,70,88],"provides":[32],"opportunities":[33],"people\u2019s":[35],"daily":[36],"communication,":[37],"but":[38],"also":[39,186,270],"brings":[40],"problems":[41],"such":[42],"as":[43],"burst":[44],"network":[45,76,261],"traffic":[46],"overload":[48],"servers.":[50],"Studying":[51],"population":[53,84,94,105,133,144,157,165,181,194,213,222,248,255,274],"growth":[54,85,97,106,145,158,166,182,195,249],"pattern":[55],"in":[56,69,98,107,214,262],"online":[57,259],"helps":[60],"service":[61],"providers":[62],"understand":[64],"communication":[67],"manners":[68],"facilitate":[72],"management":[74],"resources.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,205],"propose":[82],"a":[83,147,150,234,263,277],"model":[86,159,191,208,231],"based":[89],"study":[92],"distribution":[95,137],"spatiotemporal":[99],"scale-space.":[100],"Methods":[101],"We":[102,126,173],"investigate":[103],"three":[108,215],"data":[109,176,216],"sets":[110,177],"which":[111],"randomly":[113],"sampled":[114],"from":[115],"OSN":[118],"sites":[120],"including":[121],"Renren,":[122],"Twitter":[123],"Gowalla.":[125],"find":[127],"out":[128],"that":[129,188,229],"number":[131],"follows":[134],"power-law":[136],"over":[138,167],"different":[139],"geographic":[140,168],"locations,":[141],"location":[148],"fits":[149,192],"power":[151],"function":[152],"time.":[154,171,279],"An":[155],"aggregated":[156],"is":[160],"conducted":[161],"by":[162],"integrating":[163],"locations":[169],"Results":[172],"use":[174,206],"validate":[179],"our":[180,230,246],"model.":[183],"Extensive":[184],"experiments":[185],"show":[187,228],"proposed":[190,247],"Facebook":[197],"Sina":[199],"Weibo":[200],"well.":[201],"As":[202],"an":[203,258],"application,":[204],"predict":[210],"monthly":[212],"sets.":[217],"By":[218],"comparing":[219],"predicted":[221],"ground-truth":[224],"values,":[225],"results":[227],"can":[232,252,269],"achieve":[233],"prediction":[235,275],"accuracy":[236],"between":[237],"86.14":[238],"%":[239,242],"99.89":[241],".":[243],"Conclusions":[244],"With":[245],"model,":[250],"estimate":[253],"size":[256],"certain":[264],"time":[265],"period":[266],"it":[268],"be":[271],"used":[272],"future":[278]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
