{"id":"https://openalex.org/W2397077974","doi":"https://doi.org/10.1201/b17520-35","title":"Analyzing Time-Evolving Networks","display_name":"Analyzing Time-Evolving Networks","publication_year":2014,"publication_date":"2014-11-06","ids":{"openalex":"https://openalex.org/W2397077974","doi":"https://doi.org/10.1201/b17520-35","mag":"2397077974"},"language":"en","primary_location":{"id":"doi:10.1201/b17520-35","doi":"https://doi.org/10.1201/b17520-35","is_oa":false,"landing_page_url":"https://doi.org/10.1201/b17520-35","pdf_url":null,"source":{"id":"https://openalex.org/S4306467597","display_name":"Chapman & Hall/CRC eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320449","host_organization_name":"Informa","host_organization_lineage":["https://openalex.org/P4310320449"],"host_organization_lineage_names":["Informa"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Mixed Membership Models and Their Applications","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W1161645253","display_name":"Handbook of Mixed Membership Models and Their Applications"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012361506","display_name":"Qirong Ho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qirong Ho","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5009547049","display_name":"Eric P. Xing","orcid":"https://orcid.org/0009-0005-9158-4201","observed_orcids":["https://orcid.org/0009-0005-9158-4201","https://orcid.org/0000-0002-3683-4280"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eric P. Xing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22195561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"523","last_page":"560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.989300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.989300012588501,"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/T13283","display_name":"Mental Health Research Topics","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/time-evolving-networks","display_name":"time-evolving networks","score":0.996999979019165},{"id":"https://openalex.org/keywords/latent-space-models","display_name":"latent space models","score":0.8920000195503235},{"id":"https://openalex.org/keywords/actor-roles","display_name":"actor roles","score":0.6679999828338623},{"id":"https://openalex.org/keywords/variational-bayesian-inference","display_name":"variational inference","score":0.8109999895095825},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.6510000228881836},{"id":"https://openalex.org/keywords/biological-networks","display_name":"biological networks","score":0.9049999713897705},{"id":"https://openalex.org/keywords/dynamic-network-modeling","display_name":"dynamic network modeling","score":0.4000000059604645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5072705149650574}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/b17520-35","doi":"https://doi.org/10.1201/b17520-35","is_oa":false,"landing_page_url":"https://doi.org/10.1201/b17520-35","pdf_url":null,"source":{"id":"https://openalex.org/S4306467597","display_name":"Chapman & Hall/CRC eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320449","host_organization_name":"Informa","host_organization_lineage":["https://openalex.org/P4310320449"],"host_organization_lineage_names":["Informa"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Mixed Membership Models and Their Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6884716058","https://openalex.org/W2013661955","https://openalex.org/W3104833085","https://openalex.org/W3113833844","https://openalex.org/W2087409009","https://openalex.org/W6941168763","https://openalex.org/W2583689815","https://openalex.org/W3011371016","https://openalex.org/W2950682406","https://openalex.org/W1122068625"],"abstract_inverted_index":{"Time-evolving":[0],"networks":[1,28],"are":[2,16],"a":[3,66,70,85,114],"natural":[4],"representation":[5],"for":[6,90],"dynamic":[7],"social":[8,45],"and":[9,22,32,42,94,99],"biological":[10,48],"interactions.":[11],"While":[12],"latent":[13,78],"space":[14],"models":[15],"gaining":[17],"popularity":[18],"in":[19,58],"network":[20,59,67,115],"modeling":[21],"analysis,":[23],"previous":[24],"works":[25],"mostly":[26],"ignore":[27],"with":[29,97],"temporal":[30],"behavior":[31],"multi-modal":[33],"actor":[34,77],"roles.":[35],"Furthermore,":[36],"prior":[37,73],"knowledge,":[38],"such":[39],"as":[40,113],"division":[41],"grouping":[43],"of":[44,50],"actors":[46],"or":[47],"specificity":[49],"molecular":[51],"functions,":[52],"has":[53],"not":[54],"been":[55],"systematically":[56],"exploited":[57],"modeling.":[60],"In":[61],"this":[62],"chapter,":[63],"we":[64,108],"develop":[65],"model":[68],"featuring":[69],"state-space":[71],"mixture":[72],"that":[74],"tracks":[75],"complex":[76],"role":[79],"changes":[80],"through":[81],"time.":[82],"We":[83],"provide":[84],"fast":[86],"variational":[87],"inference":[88],"algorithm":[89],"learning":[91],"our":[92,110],"model,":[93],"validate":[95],"it":[96,120],"simulations":[98],"held-out":[100],"likelihood":[101],"comparisons":[102],"on":[103],"real-world,":[104],"time-evolving":[105],"networks.":[106],"Finally,":[107],"demonstrate":[109],"model\u2019s":[111],"utility":[112],"analysis":[116],"tool,":[117],"by":[118],"applying":[119],"to":[121],"United":[122],"States":[123],"Congress":[124],"voting":[125],"data.":[126]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2016-06-24T00:00:00"}