{"id":"https://openalex.org/W4411624681","doi":"https://doi.org/10.1145/3703323.3703346","title":"LPC: A Local Path-Based Centrality Method for Identifying Influential Nodes in Temporal Networks","display_name":"LPC: A Local Path-Based Centrality Method for Identifying Influential Nodes in Temporal Networks","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4411624681","doi":"https://doi.org/10.1145/3703323.3703346"},"language":"en","primary_location":{"id":"doi:10.1145/3703323.3703346","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3703323.3703346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD)","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, Durgapur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"NIT DURGAPUR, Durgapur, West Bengal, India","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":["National Institute of Technology Durgapur, Durgapur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Durgapur, Durgapur, West Bengal, India","institution_ids":["https://openalex.org/I155837530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022944976","display_name":"Amrita Namtirtha","orcid":"https://orcid.org/0000-0001-5510-6118"},"institutions":[{"id":"https://openalex.org/I77501641","display_name":"University of Kalyani","ror":"https://ror.org/03v783k16","country_code":"IN","type":"education","lineage":["https://openalex.org/I77501641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amrita Namtirtha","raw_affiliation_strings":["JIS College of Engineering, Kalyani, Kalyani, IN"],"affiliations":[{"raw_affiliation_string":"JIS College of Engineering, Kalyani, Kalyani, IN","institution_ids":["https://openalex.org/I77501641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045869625","display_name":"Mariana Curado Malta","orcid":"https://orcid.org/0000-0002-3512-931X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mariana Curado Malta","raw_affiliation_strings":["INESC TEC, Faculty of Engineering, University of Porto, Porto, PT"],"affiliations":[{"raw_affiliation_string":"INESC TEC, Faculty of Engineering, University of Porto, Porto, PT","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I182534213"]}]},{"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":["National Institute of Technology Durgapur, Durgapur, IN"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Durgapur, Durgapur, IN","institution_ids":["https://openalex.org/I155837530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"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":0.26173154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"141"},"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":0.9984999895095825,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.8880699872970581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7260306477546692},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.6392552256584167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34907233715057373},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.326251745223999},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3205447793006897},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2556464672088623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14538779854774475},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11207601428031921}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.8880699872970581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260306477546692},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.6392552256584167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34907233715057373},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.326251745223999},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3205447793006897},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2556464672088623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14538779854774475},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11207601428031921}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3703323.3703346","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3703323.3703346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1966617340","https://openalex.org/W1967570846","https://openalex.org/W1970913835","https://openalex.org/W1971937094","https://openalex.org/W1979354511","https://openalex.org/W1985451470","https://openalex.org/W1986909918","https://openalex.org/W1989400610","https://openalex.org/W2008167229","https://openalex.org/W2011288273","https://openalex.org/W2038195874","https://openalex.org/W2039864426","https://openalex.org/W2040763707","https://openalex.org/W2066636486","https://openalex.org/W2083485334","https://openalex.org/W2100741829","https://openalex.org/W2124637492","https://openalex.org/W2139322472","https://openalex.org/W2150587298","https://openalex.org/W2154656661","https://openalex.org/W2161728228","https://openalex.org/W2192780418","https://openalex.org/W2277374332","https://openalex.org/W2294347342","https://openalex.org/W2327974553","https://openalex.org/W2346708467","https://openalex.org/W2476479720","https://openalex.org/W2562676961","https://openalex.org/W2780762100","https://openalex.org/W2885961799","https://openalex.org/W3037819556","https://openalex.org/W3040172084","https://openalex.org/W3098960613","https://openalex.org/W3102665918","https://openalex.org/W3106390811","https://openalex.org/W4220686025","https://openalex.org/W4235019172","https://openalex.org/W4251851119","https://openalex.org/W4282827980","https://openalex.org/W4289523213","https://openalex.org/W4306783499","https://openalex.org/W4311125950","https://openalex.org/W4396757533"],"related_works":["https://openalex.org/W4229078645","https://openalex.org/W1977345676","https://openalex.org/W4282032776","https://openalex.org/W2047552823","https://openalex.org/W4321606905","https://openalex.org/W3130445735","https://openalex.org/W2105110616","https://openalex.org/W2747930654","https://openalex.org/W2739658809","https://openalex.org/W2419362237"],"abstract_inverted_index":{"In":[0],"network":[1,169],"analysis,":[2],"centrality":[3,29,85,194],"methods":[4,30,56],"are":[5,20,54,68,105],"essential":[6],"for":[7],"identifying":[8],"the":[9,35,39,59,147,160,168,178,186],"\u201cmost":[10],"influential\u201d":[11],"nodes":[12,104],"within":[13],"complex":[14],"networks.":[15],"However,":[16],"many":[17],"real-world":[18,139],"networks":[19,141],"temporal,":[21],"with":[22,79,132,177],"time-dependent":[23],"edges":[24],"or":[25],"node":[26,123],"interactions.":[27],"Many":[28],"have":[31],"been":[32],"proposed":[33],"in":[34],"literature":[36],"to":[37,57,95,191],"find":[38],"most":[40,148],"influential":[41,149],"nodes.":[42,150],"Among":[43],"them,":[44],"temporal":[45,47,49,52,63,66,83,140],"betweenness,":[46],"closeness,":[48],"PageRank,":[50],"and":[51,65,71,89,129,167,184],"degree":[53,84],"popular":[55],"capture":[58,97],"node\u2019s":[60],"importance.":[61],"The":[62,151],"betweenness":[64],"closeness":[67],"computationally":[69,90],"demanding":[70],"require":[72],"extensive":[73],"global":[74],"information.":[75],"Temporal":[76],"PageRank":[77],"struggles":[78],"convergence":[80],"issues.":[81],"Although":[82],"is":[86,154],"more":[87],"straightforward":[88],"less":[91],"intensive,":[92],"it":[93],"fails":[94],"fully":[96],"influence":[98],"dynamics,":[99],"mainly":[100],"when":[101],"significant":[102],"neighboring":[103],"absent.":[106],"To":[107],"address":[108],"this":[109],"problem,":[110],"we":[111],"propose":[112],"a":[113,174],"novel":[114],"method":[115],"called":[116],"Local":[117],"Path-based":[118],"Centrality":[119],"(LPC).":[120],"LPC":[121,144,172],"evaluates":[122],"importance":[124],"by":[125],"considering":[126],"local":[127],"paths":[128],"timestamps":[130],"associated":[131],"each":[133],"node.":[134],"Experimental":[135],"results":[136],"on":[137],"eight":[138],"demonstrate":[142],"that":[143],"accurately":[145],"identifies":[146],"method\u2019s":[152],"effectiveness":[153],"validated":[155],"using":[156],"three":[157],"performance":[158],"metrics:":[159],"Kendall":[161],"\u03c4":[162],"correlation":[163,176],"coefficient,":[164],"improvement":[165],"percentage,":[166],"robustness":[170,188],"value.":[171],"shows":[173],"strong":[175],"Susceptible-Infected-Recovered":[179],"(SIR)":[180],"epidemic":[181],"spreading":[182],"model":[183],"exhibits":[185],"lowest":[187],"values":[189],"compared":[190],"other":[192],"established":[193],"methods.":[195]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
