{"id":"https://openalex.org/W3209548804","doi":"https://doi.org/10.1145/3475827.3475838","title":"A Graph Approach to Simulate Twitter Activities with Hawkes Processes","display_name":"A Graph Approach to Simulate Twitter Activities with Hawkes Processes","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3209548804","doi":"https://doi.org/10.1145/3475827.3475838","mag":"3209548804"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475827.3475838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.04818","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019266366","display_name":"Ao Qu","orcid":"https://orcid.org/0000-0003-3996-8521"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"funder","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ao Qu","raw_affiliation_strings":["Vanderbilt University, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078434168","display_name":"Ismael Lemhadri","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"funder","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ismael Lemhadri","raw_affiliation_strings":["Stanford University, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.283,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.348418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":56,"max":66},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"85"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.999,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/T11830","display_name":"Point processes and geometric inequalities","score":0.999,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/T13187","display_name":"Diffusion and Search Dynamics","score":0.9951,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8015934},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6762521},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6241553},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.59798},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.55304354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4971309},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42918685},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37637687},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27036452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06861448},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475827.3475838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2108.04818","pdf_url":"https://arxiv.org/pdf/2108.04818","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2108.04818","pdf_url":"https://arxiv.org/pdf/2108.04818","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":10,"referenced_works":["https://openalex.org/W2017729405","https://openalex.org/W2171442490","https://openalex.org/W2330168953","https://openalex.org/W2738296272","https://openalex.org/W2747145407","https://openalex.org/W284777917","https://openalex.org/W2997881775","https://openalex.org/W3122471732","https://openalex.org/W4205244689","https://openalex.org/W4239110337"],"related_works":["https://openalex.org/W3173234801","https://openalex.org/W3144288563","https://openalex.org/W3123907821","https://openalex.org/W3021302227","https://openalex.org/W2748952813","https://openalex.org/W2382319620","https://openalex.org/W2167984027","https://openalex.org/W2065457896","https://openalex.org/W1919377569","https://openalex.org/W10630519"],"abstract_inverted_index":{"The":[0],"rapid":[1],"growth":[2],"of":[3,15,18,50,74,81,110,120],"social":[4,29],"media":[5,30],"has":[6],"been":[7],"witnessed":[8],"during":[9],"recent":[10],"years":[11],"as":[12],"a":[13,47,54,87,107,116],"result":[14],"the":[16,19,72,102,125],"prevalence":[17],"internet.":[20],"This":[21],"trend":[22],"brings":[23],"an":[24],"increasing":[25],"interest":[26],"in":[27,113],"simulating":[28],"which":[31],"can":[32,67],"provide":[33],"valuable":[34],"insights":[35],"to":[36,58,70,85,100,106],"both":[37],"academic":[38],"researchers":[39],"and":[40,62,129],"businesses.":[41],"In":[42],"this":[43,65,82],"paper,":[44],"we":[45,98],"present":[46],"step-by-step":[48],"approach":[49],"using":[51],"Hawkes":[52,92,104],"process,":[53,57],"self-activating":[55],"stochastic":[56],"simulate":[59],"Twitter":[60,121],"activities":[61,122],"demonstrate":[63],"how":[64],"model":[66],"be":[68],"utilized":[69],"evaluate":[71],"chance":[73],"extremely":[75],"rare":[76],"web":[77],"crises.":[78],"Another":[79],"goal":[80],"research":[83],"is":[84],"introduce":[86],"new":[88],"strategy":[89],"that":[90],"implements":[91],"process":[93,105],"on":[94],"graph":[95],"structures.":[96],"Overall,":[97],"intend":[99],"extend":[101],"current":[103],"wider":[108],"range":[109],"scenarios":[111],"and,":[112],"particular,":[114],"create":[115],"more":[117],"realistic":[118],"simulation":[119],"by":[123],"incorporating":[124],"actual":[126],"user":[127],"status":[128],"following-follower":[130],"interactions":[131],"between":[132],"users.":[133]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3209548804","counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-03-29T23:19:35.982245","created_date":"2021-11-08"}