{"id":"https://openalex.org/W4405277644","doi":"https://doi.org/10.1080/00401706.2024.2441679","title":"Spatiotemporal Interactive Modeling of Event-Based Dynamic Networks","display_name":"Spatiotemporal Interactive Modeling of Event-Based Dynamic Networks","publication_year":2024,"publication_date":"2024-12-11","ids":{"openalex":"https://openalex.org/W4405277644","doi":"https://doi.org/10.1080/00401706.2024.2441679","pmid":"https://pubmed.ncbi.nlm.nih.gov/41416212"},"language":"en","primary_location":{"id":"doi:10.1080/00401706.2024.2441679","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2024.2441679","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pubmed.ncbi.nlm.nih.gov/41416212/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100401387","display_name":"Di Wang","orcid":"https://orcid.org/0000-0001-7030-6521"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University","Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030183256","display_name":"Xiaochen Xian","orcid":"https://orcid.org/0000-0001-7099-2488"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaochen Xian","raw_affiliation_strings":["H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology","H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA30332, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA30332, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100633219","display_name":"Haidong Li","orcid":"https://orcid.org/0000-0001-9020-3191"},"institutions":[{"id":"https://openalex.org/I1296990705","display_name":"National Academy of Governance","ror":"https://ror.org/03nyn4g46","country_code":"MN","type":"education","lineage":["https://openalex.org/I1296990705"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","MN"],"is_corresponding":true,"raw_author_name":"Haidong Li","raw_affiliation_strings":["Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences","Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I1296990705"]},{"raw_affiliation_string":"Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100633219"],"corresponding_institution_ids":["https://openalex.org/I1296990705","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33419092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"67","issue":"2","first_page":"293","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.9900000095367432,"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":0.9900000095367432,"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":0.9596999883651733,"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"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7845507860183716},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5421479940414429},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5385632514953613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4727013111114502},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4683992564678192},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46432986855506897},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.430581271648407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33530133962631226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7845507860183716},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5421479940414429},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5385632514953613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4727013111114502},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4683992564678192},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46432986855506897},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.430581271648407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33530133962631226},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00401706.2024.2441679","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2024.2441679","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"},{"id":"pmid:41416212","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41416212","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics : a journal of statistics for the physical, chemical, and engineering sciences","raw_type":null},{"id":"pmh:oai:europepmc.org:11656467","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12711312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12711312","is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41416212/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Technometrics","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12711312","is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41416212/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Technometrics","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G243497490","display_name":null,"funder_award_id":"R21 EB033455","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G4329745569","display_name":null,"funder_award_id":"72201006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5048116313","display_name":null,"funder_award_id":"72471145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7589322015","display_name":"\u57fa\u4e8e\u591a\u5143\u65f6\u7a7a\u52a8\u6001\u6d41\u6570\u636e\u7684\u5236\u9020\u7cfb\u7edf\u72b6\u6001\u5efa\u6a21\u4e0e\u8fc7\u7a0b\u76d1\u63a7\u7814\u7a76","funder_award_id":"72101148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8134138389","display_name":null,"funder_award_id":"1R21EB033455","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W109636739","https://openalex.org/W123980164","https://openalex.org/W1626821460","https://openalex.org/W1724705265","https://openalex.org/W1917966882","https://openalex.org/W1973168503","https://openalex.org/W1973749534","https://openalex.org/W1988580225","https://openalex.org/W1996851706","https://openalex.org/W2046387702","https://openalex.org/W2071778976","https://openalex.org/W2085512286","https://openalex.org/W2101267973","https://openalex.org/W2101645017","https://openalex.org/W2108119513","https://openalex.org/W2115160295","https://openalex.org/W2120187085","https://openalex.org/W2128839442","https://openalex.org/W2133564696","https://openalex.org/W2143735003","https://openalex.org/W2150253989","https://openalex.org/W2160933868","https://openalex.org/W2287526092","https://openalex.org/W2362771282","https://openalex.org/W2605191235","https://openalex.org/W2744457212","https://openalex.org/W2770092988","https://openalex.org/W2802508687","https://openalex.org/W2808647069","https://openalex.org/W2946160394","https://openalex.org/W2947499349","https://openalex.org/W2949732208","https://openalex.org/W2956452632","https://openalex.org/W2962746936","https://openalex.org/W2963786196","https://openalex.org/W2996513190","https://openalex.org/W3010127731","https://openalex.org/W3108897154","https://openalex.org/W3125677174","https://openalex.org/W3139482086","https://openalex.org/W3164376315","https://openalex.org/W3175159076","https://openalex.org/W3186976289","https://openalex.org/W3202973473","https://openalex.org/W4225426909","https://openalex.org/W4376862950"],"related_works":["https://openalex.org/W4254199101","https://openalex.org/W4300427796","https://openalex.org/W1670153145","https://openalex.org/W2051864124","https://openalex.org/W3023929447","https://openalex.org/W2021131614","https://openalex.org/W2364847665","https://openalex.org/W4236907339","https://openalex.org/W2005361022","https://openalex.org/W3197369561"],"abstract_inverted_index":{"Event-based":[0],"dynamic":[1,71],"networks":[2,72],"exist":[3],"in":[4,65,171],"a":[5,17,34,80,89,165,192],"wide":[6],"range":[7],"of":[8,20,36,45,62,91,98,104,134,161,185,205],"areas,":[9],"including":[10],"traffic,":[11],"biological,":[12],"and":[13,48,54,60,94,121,167,191],"social":[14],"applications.":[15],"Such":[16,51],"network":[18,108,148],"consists":[19],"interaction":[21,99,138],"event":[22,29],"sequences":[23],"over":[24],"different":[25],"locations,":[26],"where":[27,174],"each":[28],"may":[30],"trigger":[31],"or":[32],"influence":[33,52,135],"series":[35,90],"subsequent":[37],"events":[38,92,100,116,139],"under":[39],"certain":[40],"intrinsic":[41],"spatial":[42,153,162],"structure":[43,154,163],"because":[44],"their":[46],"geographical":[47,120],"semantic":[49,122],"proximities.":[50],"patterns":[53,133],"triggering":[55],"motivations":[56],"reflect":[57],"the":[58,66,96,107,111,132,147,172,203,206],"nature":[59],"semantics":[61],"human/object":[63],"behaviors":[64],"network.":[67],"Thus,":[68],"modeling":[69],"event-based":[70],"properly":[73],"is":[74],"critically":[75],"important.":[76],"This":[77],"paper":[78],"proposes":[79],"spatiotemporal":[81],"interactive":[82],"Hawkes":[83],"process":[84],"(SIHP)":[85],"that":[86],"describes":[87],"how":[88],"occurs":[93],"models":[95],"rate":[97],"between":[101],"any":[102],"pair":[103],"nodes":[105],"on":[106,140,196],"explicitly":[109],"with":[110],"information":[112],"from":[113,136],"related":[114],"historical":[115,137],"as":[117,119,164],"well":[118],"neighboring":[123],"nodes.":[124],"The":[125],"proposed":[126,207],"SIHP":[127],"can":[128,144],"not":[129],"only":[130],"learn":[131],"later":[141],"ones,":[142],"but":[143],"also":[145],"understand":[146],"dynamics":[149],"by":[150,179],"fully":[151],"considering":[152],"knowledge.":[155],"Specifically,":[156],"we":[157],"incorporate":[158],"prior":[159],"knowledge":[160],"graph":[166,169],"design":[168],"regularization":[170],"SIHP,":[173],"model":[175],"parameters":[176],"are":[177],"estimated":[178],"designing":[180],"an":[181],"alternating":[182],"direction":[183],"method":[184],"multiplier":[186],"(ADMM)":[187],"framework.":[188],"Numerical":[189],"experiments":[190],"real":[193],"case":[194],"study":[195],"New":[197],"York":[198],"yellow":[199],"taxi":[200],"data":[201],"validate":[202],"effectiveness":[204],"method.":[208]},"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
