{"id":"https://openalex.org/W4391889529","doi":"https://doi.org/10.1109/comsnets59351.2024.10427523","title":"A Time-Variant Graph Network Model for Societal Dynamics","display_name":"A Time-Variant Graph Network Model for Societal Dynamics","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4391889529","doi":"https://doi.org/10.1109/comsnets59351.2024.10427523"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets59351.2024.10427523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comsnets59351.2024.10427523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS)","raw_type":"proceedings-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/A5054090394","display_name":"Srestha Sadhu","orcid":"https://orcid.org/0009-0006-3648-8740"},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Srestha Sadhu","raw_affiliation_strings":["NIT Durgapur,Department of CSE","Department of CSE, NIT Durgapur"],"affiliations":[{"raw_affiliation_string":"NIT Durgapur,Department of CSE","institution_ids":["https://openalex.org/I155837530"]},{"raw_affiliation_string":"Department of CSE, NIT Durgapur","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065334101","display_name":"Anju Bhuiya","orcid":null},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anju Bhuiya","raw_affiliation_strings":["NIT Durgapur,Department of CSE","Department of CSE, NIT Durgapur"],"affiliations":[{"raw_affiliation_string":"NIT Durgapur,Department of CSE","institution_ids":["https://openalex.org/I155837530"]},{"raw_affiliation_string":"Department of CSE, NIT Durgapur","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027036839","display_name":"Deepanwita Mallick","orcid":null},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepanwita Mallick","raw_affiliation_strings":["NIT Durgapur,Department of CSE","Department of CSE, NIT Durgapur"],"affiliations":[{"raw_affiliation_string":"NIT Durgapur,Department of CSE","institution_ids":["https://openalex.org/I155837530"]},{"raw_affiliation_string":"Department of CSE, NIT Durgapur","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013263487","display_name":"Animesh Dutta","orcid":"https://orcid.org/0000-0003-4880-6903"},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Animesh Dutta","raw_affiliation_strings":["NIT Durgapur,Department of CSE","Department of CSE, NIT Durgapur"],"affiliations":[{"raw_affiliation_string":"NIT Durgapur,Department of CSE","institution_ids":["https://openalex.org/I155837530"]},{"raw_affiliation_string":"Department of CSE, NIT Durgapur","institution_ids":["https://openalex.org/I155837530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054090394"],"corresponding_institution_ids":["https://openalex.org/I155837530"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02067243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9986000061035156,"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":0.9866999983787537,"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":0.6425086855888367},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4572134017944336},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4483335614204407},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36440086364746094},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07413190603256226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425086855888367},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4572134017944336},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4483335614204407},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36440086364746094},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07413190603256226},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets59351.2024.10427523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/comsnets59351.2024.10427523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2070722739","https://openalex.org/W2140095656","https://openalex.org/W2327974553","https://openalex.org/W2346708467","https://openalex.org/W2954025126","https://openalex.org/W2980995841","https://openalex.org/W3003596513","https://openalex.org/W3040172084","https://openalex.org/W3103056243","https://openalex.org/W3133000305","https://openalex.org/W3196002652","https://openalex.org/W3214391520","https://openalex.org/W4224312895"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,32,53,60,84,110,115],"realm":[2],"of":[3,34,55,62,95,114],"complex":[4],"network":[5],"analysis,":[6],"comprehending":[7],"temporal":[8,37],"dynamics":[9],"is":[10],"crucial.":[11],"Current":[12],"research":[13],"largely":[14],"focuses":[15],"on":[16,26,40,68],"identifying":[17],"influential":[18],"nodes":[19],"through":[20],"established":[21],"centrality":[22],"methods,":[23],"often":[24],"evaluated":[25],"real":[27],"or":[28],"synthetic":[29],"networks.":[30],"However,":[31],"process":[33],"constructing":[35],"a":[36,81,88],"graph":[38],"based":[39],"node":[41,69],"features":[42],"remains":[43],"unexplored.":[44],"This":[45,91],"article":[46],"presents":[47],"an":[48],"innovative":[49],"model":[50],"that":[51],"highlights":[52],"evaluation":[54],"dynamic":[56],"networks":[57,100],"by":[58,101],"employing":[59],"aggregation":[61],"threshold-based":[63],"snapshot":[64,82],"selection,":[65],"which":[66],"relies":[67],"features.":[70],"The":[71],"network's":[72],"topology":[73],"shifts":[74],"with":[75,87],"changing":[76],"feature":[77],"vector":[78],"values,":[79],"prompting":[80],"when":[83],"change":[85],"aligns":[86],"predefined":[89],"threshold.":[90],"approach":[92],"enhances":[93],"comprehension":[94],"evolving":[96],"societal":[97],"structures":[98],"and":[99,112],"minimizing":[102],"computational":[103],"overhead":[104],"for":[105],"large":[106],"networks,":[107],"thereby":[108],"improving":[109],"practicality":[111],"scalability":[113],"model.":[116]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}