{"id":"https://openalex.org/W2255151275","doi":"https://doi.org/10.1109/tkde.2015.2493549","title":"NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks","display_name":"NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks","publication_year":2015,"publication_date":"2015-10-22","ids":{"openalex":"https://openalex.org/W2255151275","doi":"https://doi.org/10.1109/tkde.2015.2493549","mag":"2255151275"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2015.2493549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2015.2493549","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","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/A5086952347","display_name":"Shan Jiang","orcid":"https://orcid.org/0000-0003-1792-1503"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shan Jiang","raw_affiliation_strings":["Management Information Systems Department, University of Arizona, Tucson, AZ"],"affiliations":[{"raw_affiliation_string":"Management Information Systems Department, University of Arizona, Tucson, AZ","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101514503","display_name":"Hsinchun Chen","orcid":"https://orcid.org/0000-0001-9770-3762"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsinchun Chen","raw_affiliation_strings":["Management Information Systems Department, University of Arizona, Tucson, AZ"],"affiliations":[{"raw_affiliation_string":"Management Information Systems Department, University of Arizona, Tucson, AZ","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086952347"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":null,"apc_paid":null,"fwci":0.4772,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.66982615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"3","first_page":"729","last_page":"740"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9995999932289124,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9783999919891357,"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/computer-science","display_name":"Computer science","score":0.7893681526184082},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.6722062826156616},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6261599063873291},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5661565065383911},{"id":"https://openalex.org/keywords/exponential-random-graph-models","display_name":"Exponential random graph models","score":0.4940517246723175},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48167550563812256},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47669073939323425},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.45678481459617615},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.44185975193977356},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.4332961440086365},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43004122376441956},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.42952775955200195},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4158877432346344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3742842674255371},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3660484850406647},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33403295278549194},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.301318883895874},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14756739139556885},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08901003003120422},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0831390917301178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7893681526184082},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.6722062826156616},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6261599063873291},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5661565065383911},{"id":"https://openalex.org/C30549945","wikidata":"https://www.wikidata.org/wiki/Q5421526","display_name":"Exponential random graph models","level":4,"score":0.4940517246723175},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48167550563812256},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47669073939323425},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.45678481459617615},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.44185975193977356},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.4332961440086365},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43004122376441956},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.42952775955200195},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4158877432346344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3742842674255371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3660484850406647},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33403295278549194},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.301318883895874},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14756739139556885},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08901003003120422},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0831390917301178},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2015.2493549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2015.2493549","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.47999998927116394,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G5409420612","display_name":null,"funder_award_id":"CMMI-1442116","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6160990131","display_name":null,"funder_award_id":"CMMI-1249210","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310160","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W416648409","https://openalex.org/W599759236","https://openalex.org/W650220748","https://openalex.org/W1170728300","https://openalex.org/W1498589520","https://openalex.org/W1536734652","https://openalex.org/W1570987938","https://openalex.org/W1573937741","https://openalex.org/W1965048988","https://openalex.org/W1968478384","https://openalex.org/W1970034774","https://openalex.org/W1977442405","https://openalex.org/W1978710835","https://openalex.org/W1982508570","https://openalex.org/W2005028297","https://openalex.org/W2005498212","https://openalex.org/W2014902591","https://openalex.org/W2017238344","https://openalex.org/W2019144999","https://openalex.org/W2032005951","https://openalex.org/W2039750798","https://openalex.org/W2043976122","https://openalex.org/W2049607688","https://openalex.org/W2056944867","https://openalex.org/W2066459332","https://openalex.org/W2072322795","https://openalex.org/W2076844992","https://openalex.org/W2095232192","https://openalex.org/W2098204287","https://openalex.org/W2101196063","https://openalex.org/W2112497421","https://openalex.org/W2116208407","https://openalex.org/W2120131867","https://openalex.org/W2127310925","https://openalex.org/W2135838082","https://openalex.org/W2150256170","https://openalex.org/W2151936673","https://openalex.org/W2153362052","https://openalex.org/W2158551555","https://openalex.org/W2160268549","https://openalex.org/W2160642151","https://openalex.org/W2166509809","https://openalex.org/W2180060901","https://openalex.org/W2253964094","https://openalex.org/W2319561871","https://openalex.org/W2336277882","https://openalex.org/W2480244319","https://openalex.org/W3037819556","https://openalex.org/W3098724218","https://openalex.org/W3098734057","https://openalex.org/W3121594313","https://openalex.org/W3121863214","https://openalex.org/W3124284538","https://openalex.org/W3125676757","https://openalex.org/W3146673214","https://openalex.org/W3151491250","https://openalex.org/W4225830757","https://openalex.org/W4300553227","https://openalex.org/W6614594885","https://openalex.org/W6621247912","https://openalex.org/W6632156859","https://openalex.org/W6634392663","https://openalex.org/W6675130779","https://openalex.org/W6691549708","https://openalex.org/W6810007966"],"related_works":["https://openalex.org/W3102036813","https://openalex.org/W2600013268","https://openalex.org/W2359341608","https://openalex.org/W2806927426","https://openalex.org/W2597949273","https://openalex.org/W3007771191","https://openalex.org/W2154529522","https://openalex.org/W3106517793","https://openalex.org/W1967599767","https://openalex.org/W4389115607"],"abstract_inverted_index":{"Social":[0],"media":[1,68,88],"networks":[2,69],"are":[3,70],"dynamic.":[4],"As":[5],"such,":[6],"the":[7,19,30,49,56,60,74,80,102,105,109,114,117,123,149,155],"order":[8,57],"in":[9,58,66,154],"which":[10,59],"network":[11,20,28,41,54,61,84,137],"ties":[12,62],"develop":[13],"is":[14],"an":[15,126,132],"important":[16],"aspect":[17],"of":[18,52,77,83,104,116,136,151,158],"dynamics.":[21],"This":[22],"study":[23],"proposes":[24],"a":[25,53,92],"novel":[26],"dynamic":[27,40,159],"model,":[29],"Nodal":[31],"Attribute-based":[32],"Temporal":[33,64],"Exponential":[34],"Random":[35],"Graph":[36],"Model":[37],"(NATERGM)":[38],"for":[39],"analysis.":[42],"The":[43,143],"proposed":[44,144],"model":[45,146],"focuses":[46],"on":[47,73,107],"how":[48],"nodal":[50,75,152],"attributes":[51,76,153],"affect":[55],"develop.":[63],"patterns":[65,111],"social":[67,87],"modeled":[71],"based":[72],"individuals":[78],"and":[79,112,131],"time":[81],"information":[82],"ties.":[85],"Using":[86],"data":[89],"collected":[90],"from":[91],"knowledge":[93],"sharing":[94],"community,":[95],"empirical":[96],"tests":[97],"were":[98],"conducted":[99],"to":[100,140],"evaluate":[101],"performance":[103],"NATERGM":[106,124,145],"identifying":[108],"temporal":[110],"predicting":[113],"characteristics":[115,138],"future":[118],"networks.":[119,160],"Results":[120],"showed":[121],"that":[122],"demonstrated":[125],"enhanced":[127],"pattern":[128],"testing":[129],"capability":[130],"increased":[133],"prediction":[134],"accuracy":[135],"compared":[139],"benchmark":[141],"models.":[142],"helps":[147],"explain":[148],"roles":[150],"formation":[156],"process":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}