{"id":"https://openalex.org/W4408666651","doi":"https://doi.org/10.1142/s021952592540003x","title":"EDGE SIGN AND STRENGTH BASED MODEL FOR INFLUENCE DIFFUSION IN SIGNED SOCIAL NETWORKS","display_name":"EDGE SIGN AND STRENGTH BASED MODEL FOR INFLUENCE DIFFUSION IN SIGNED SOCIAL NETWORKS","publication_year":2025,"publication_date":"2025-03-21","ids":{"openalex":"https://openalex.org/W4408666651","doi":"https://doi.org/10.1142/s021952592540003x"},"language":"en","primary_location":{"id":"doi:10.1142/s021952592540003x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021952592540003x","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","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/A5018917383","display_name":"Megh Singhal","orcid":"https://orcid.org/0000-0002-8094-492X"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"MEGH SINGHAL","raw_affiliation_strings":["Department of Computer Science and Engineering & IT, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-8094-492X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering & IT, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061020314","display_name":"Bhawna Saxena","orcid":"https://orcid.org/0000-0003-4476-6844"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"BHAWNA SAXENA","raw_affiliation_strings":["Department of Computer Science and Engineering & IT, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-4476-6844","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering & IT, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I154970844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018917383"],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04315252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9970999956130981,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9970999956130981,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9957000017166138,"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":0.9203000068664551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.8769104480743408},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6280744075775146},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6235730051994324},{"id":"https://openalex.org/keywords/signed-graph","display_name":"Signed graph","score":0.4944636821746826},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4660203456878662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38894912600517273},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3398393988609314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33799582719802856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32996687293052673},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2220708429813385},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.20846956968307495},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.1078457236289978}],"concepts":[{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.8769104480743408},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6280744075775146},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6235730051994324},{"id":"https://openalex.org/C2779773260","wikidata":"https://www.wikidata.org/wiki/Q11246292","display_name":"Signed graph","level":3,"score":0.4944636821746826},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4660203456878662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38894912600517273},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3398393988609314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33799582719802856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32996687293052673},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2220708429813385},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.20846956968307495},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.1078457236289978},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s021952592540003x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021952592540003x","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Complex Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W44499440","https://openalex.org/W1495750374","https://openalex.org/W1654194294","https://openalex.org/W1971526329","https://openalex.org/W2042123098","https://openalex.org/W2056609785","https://openalex.org/W2112936255","https://openalex.org/W2142517301","https://openalex.org/W2214662296","https://openalex.org/W2758364315","https://openalex.org/W2792990871","https://openalex.org/W2793963910","https://openalex.org/W2807767179","https://openalex.org/W2885215505","https://openalex.org/W2887447177","https://openalex.org/W2897128892","https://openalex.org/W2946589025","https://openalex.org/W2962890993","https://openalex.org/W2964240066","https://openalex.org/W2964935901","https://openalex.org/W2966221539","https://openalex.org/W2990932317","https://openalex.org/W3030237942","https://openalex.org/W3036358940","https://openalex.org/W3046679842","https://openalex.org/W3096523011","https://openalex.org/W3108932055","https://openalex.org/W3115179527","https://openalex.org/W3120038375","https://openalex.org/W3133565839","https://openalex.org/W3139437694","https://openalex.org/W3169860459","https://openalex.org/W3174372610","https://openalex.org/W3194931247","https://openalex.org/W3196070111","https://openalex.org/W3204547488","https://openalex.org/W3211860396","https://openalex.org/W4224287209","https://openalex.org/W4226156174","https://openalex.org/W4283744111","https://openalex.org/W4288064806","https://openalex.org/W4310425913","https://openalex.org/W4321612062","https://openalex.org/W4361214286","https://openalex.org/W4365811081","https://openalex.org/W4379381445","https://openalex.org/W4381733561","https://openalex.org/W4390586374","https://openalex.org/W4392357516"],"related_works":["https://openalex.org/W2803645288","https://openalex.org/W4312030669","https://openalex.org/W2951273415","https://openalex.org/W3080247920","https://openalex.org/W2440517957","https://openalex.org/W3024241193","https://openalex.org/W1928585071","https://openalex.org/W4224985635","https://openalex.org/W590006546","https://openalex.org/W3102545889"],"abstract_inverted_index":{"Diffusion":[0,116],"models":[1,173,226],"drive":[2],"the":[3,7,17,20,24,32,41,64,70,128,140,143,155,186,195,215,224,248],"simulation":[4],"for":[5,29,57,119,175],"computing":[6],"expected":[8],"spread":[9,192,238],"of":[10,19,26,34,43,66,72,96,130,142,165,188,197,239],"seed":[11],"nodes,":[12],"thereby":[13],"helping":[14],"in":[15,48,88,122,178],"assessing":[16],"goodness":[18],"chosen":[21],"seeds.":[22],"Without":[23],"inclusion":[25],"a":[27,93,109,161,189,198],"model":[28,118,167,222],"simulating":[30],"diffusion,":[31],"process":[33],"influence":[35,67,120,131,158,191,201,237],"maximization":[36],"(IM)":[37],"remains":[38],"incomplete.":[39],"Given":[40],"co-existence":[42],"positive":[44,157,200],"and":[45,83,113,214],"negative":[46,58],"relationship":[47,89],"real-world":[49,210],"social":[50,76,124,180,212],"networks,":[51,181,213],"it":[52],"becomes":[53],"necessary":[54],"to":[55,136,153,233,247],"account":[56],"influences,":[59],"as":[60],"they":[61],"can":[62],"reverse":[63],"direction":[65],"diffusion.":[68],"Additionally,":[69],"strength":[71,90],"relationships":[73],"varies":[74],"among":[75],"actors,":[77],"with":[78,99,148,170,182],"some":[79],"links":[80],"being":[81],"strong":[82],"others":[84],"weak.":[85],"This":[86],"variability":[87],"significantly":[91],"influences":[92],"node\u2019s":[94],"probability":[95],"sharing":[97],"information":[98],"its":[100],"neighboring":[101],"nodes.":[102],"Inspired":[103],"by":[104,160,227],"these":[105],"actualities,":[106],"we":[107],"propose":[108],"novel":[110],"Edge":[111],"Sign":[112],"Strength-based":[114],"Influence":[115],"(ESS-ID)":[117],"diffusion":[121,177],"signed-weighted":[123],"networks.":[125],"It":[126],"calculates":[127],"likelihood":[129],"propagation":[132],"from":[133],"one":[134],"node":[135],"another":[137],"based":[138],"on":[139,208],"weights":[141],"edges.":[144],"The":[145,163,203],"sign":[146],"associated":[147],"an":[149,236],"edge":[150],"is":[151,168,231,243],"utilized":[152],"compute":[154],"actual":[156],"exerted":[159],"node.":[162],"performance":[164],"ESS-ID":[166,221,230],"compared":[169,246],"three":[171],"prevalent":[172],"used":[174,251],"studying":[176],"signed":[179,211],"emphasis":[183],"not":[184],"only":[185],"attainment":[187],"large":[190],"but":[193],"also":[194],"achievement":[196],"substantial":[199],"spread.":[202],"comparative":[204],"study":[205],"was":[206],"performed":[207],"3":[209],"obtained":[216],"results":[217],"establish":[218],"that":[219],"proposed":[220],"outperforms":[223],"other":[225,249],"huge":[228],"margins.":[229],"found":[232],"have":[234],"attained":[235],"approximately":[240],"85\u201390%,":[241],"which":[242],"much":[244],"higher":[245],"widely":[250],"models.":[252]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}