{"id":"https://openalex.org/W4404031115","doi":"https://doi.org/10.1109/icccnt61001.2024.10725716","title":"Probabilistic Feamework for Modeling and Analyzing Complex Networks","display_name":"Probabilistic Feamework for Modeling and Analyzing Complex Networks","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031115","doi":"https://doi.org/10.1109/icccnt61001.2024.10725716"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725716","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5091536457","display_name":"Lekshmi S Nair","orcid":"https://orcid.org/0000-0002-4471-2160"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lekshmi S Nair","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073749567","display_name":"Jo Cheriyan","orcid":"https://orcid.org/0000-0002-4154-3963"},"institutions":[{"id":"https://openalex.org/I180771373","display_name":"Government Medical College","ror":"https://ror.org/05w6g2m14","country_code":"IN","type":"education","lineage":["https://openalex.org/I180771373"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jo Cheriyan","raw_affiliation_strings":["SAINTGITS College of Engineering,Department of Computer Science and Engineering,Kottayam,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAINTGITS College of Engineering,Department of Computer Science and Engineering,Kottayam,India","institution_ids":["https://openalex.org/I180771373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66210067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.5029000043869019,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.5029000043869019,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.5026999711990356,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6876357197761536},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6541565656661987},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3317503333091736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2975309491157532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6876357197761536},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6541565656661987},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3317503333091736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2975309491157532}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725716","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":33,"referenced_works":["https://openalex.org/W122958856","https://openalex.org/W950821216","https://openalex.org/W1643727012","https://openalex.org/W1995175748","https://openalex.org/W1997645228","https://openalex.org/W2000042664","https://openalex.org/W2012402158","https://openalex.org/W2024665095","https://openalex.org/W2032005951","https://openalex.org/W2045373061","https://openalex.org/W2061820396","https://openalex.org/W2070722739","https://openalex.org/W2072430699","https://openalex.org/W2090299879","https://openalex.org/W2111292545","https://openalex.org/W2115022330","https://openalex.org/W2117495845","https://openalex.org/W2124637492","https://openalex.org/W2148606196","https://openalex.org/W2149161954","https://openalex.org/W2153624566","https://openalex.org/W2267440646","https://openalex.org/W2469279958","https://openalex.org/W3122116620","https://openalex.org/W3140053261","https://openalex.org/W4226151735","https://openalex.org/W4297094620","https://openalex.org/W4300672471","https://openalex.org/W4312596603","https://openalex.org/W4312928118","https://openalex.org/W4313016040","https://openalex.org/W4313313255","https://openalex.org/W6753948672"],"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/W1497573972","https://openalex.org/W2071659383","https://openalex.org/W1846253165"],"abstract_inverted_index":{"Complex":[0],"networks,":[1,26],"characterised":[2],"by":[3],"intricate":[4],"structures":[5],"arising":[6],"from":[7],"the":[8,58,64,71,74,82,90,96,134,139,142,162],"relationships":[9],"and":[10,29,34,50,63,124,157],"interactions":[11],"among":[12],"their":[13],"constituent":[14],"elements,":[15],"play":[16],"a":[17],"pivotal":[18],"role":[19],"in":[20,89,133],"various":[21,42],"domains":[22],"such":[23,44],"as":[24,45],"social":[25,170],"biological":[27],"systems,":[28],"technological":[30],"infrastructures.":[31],"The":[32,76,145],"evolution":[33],"dynamics":[35,72],"of":[36,60,67,73,81,106,141,147,161,164],"complex":[37,135,169],"networks":[38],"are":[39,86,104],"analysed":[40],"for":[41],"applications":[43,146],"link":[46],"prediction,":[47],"information":[48],"diffusion,":[49],"recommendation":[51],"systems.":[52],"Recent":[53],"research":[54,149],"has":[55],"focused":[56],"on":[57,95,101],"study":[59,93],"structural":[61],"motifs":[62,68],"probabilistic":[65,98],"analysis":[66],"to":[69,137,151],"capture":[70,138],"network.":[75,91],"motifs,":[77],"considered":[78],"building":[79],"blocks":[80],"larger":[83],"network":[84,136,153],"structure,":[85],"recurrent":[87],"patterns":[88,167],"This":[92],"focuses":[94],"different":[97,113],"models":[99],"built":[100],"triads,":[102],"which":[103],"sets":[105],"three":[107],"interconnected":[108],"nodes.":[109],"We":[110],"investigate":[111],"six":[112],"probability":[114],"distributions,":[115],"including":[116],"Poisson,":[117],"Gamma,":[118],"Exponential,":[119],"Power":[120],"Law,":[121],"Gaussian,":[122],"Lorentzian,":[123],"Gaussian":[125],"Mixture":[126],"Models":[127],"(GMMs)":[128],"that":[129],"can":[130],"be":[131],"applied":[132],"insight":[140],"connectivity":[143],"pattern.":[144],"this":[148],"extend":[150],"refining":[152],"models,":[154],"improving":[155],"simulations,":[156],"enhancing":[158],"our":[159],"understanding":[160],"likelihood":[163],"observing":[165],"distinct":[166],"within":[168],"networks.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}