{"id":"https://openalex.org/W4392846016","doi":"https://doi.org/10.1145/3625007.3627590","title":"Perturbation Analysis of Centrality Measures","display_name":"Perturbation Analysis of Centrality Measures","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4392846016","doi":"https://doi.org/10.1145/3625007.3627590"},"language":"en","primary_location":{"id":"doi:10.1145/3625007.3627590","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627590","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627590","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627590","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060757918","display_name":"Natalia Meshcheryakova","orcid":"https://orcid.org/0000-0002-8257-2031"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Natalia Meshcheryakova","raw_affiliation_strings":["HSE University, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0002-8257-2031","affiliations":[{"raw_affiliation_string":"HSE University, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015763149","display_name":"Sergey Shvydun","orcid":"https://orcid.org/0000-0002-6031-8614"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Shvydun","raw_affiliation_strings":["HSE University, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6031-8614","affiliations":[{"raw_affiliation_string":"HSE University, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060757918"],"corresponding_institution_ids":["https://openalex.org/I118501908"],"apc_list":null,"apc_paid":null,"fwci":0.8065,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71342773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9944000244140625,"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/T11476","display_name":"Graph theory and applications","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.95917809009552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5934931039810181},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5906346440315247},{"id":"https://openalex.org/keywords/katz-centrality","display_name":"Katz centrality","score":0.5844409465789795},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.5108641982078552},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.4645865261554718},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.46186619997024536},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.4567909836769104},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4274172782897949},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4183114171028137},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4150944948196411},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.3153640031814575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26665595173835754},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12756142020225525},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10568687319755554},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09341371059417725}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.95917809009552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5934931039810181},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5906346440315247},{"id":"https://openalex.org/C131349576","wikidata":"https://www.wikidata.org/wiki/Q6378571","display_name":"Katz centrality","level":4,"score":0.5844409465789795},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.5108641982078552},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.4645865261554718},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.46186619997024536},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.4567909836769104},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4274172782897949},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4183114171028137},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4150944948196411},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.3153640031814575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26665595173835754},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12756142020225525},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10568687319755554},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09341371059417725},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3625007.3627590","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627590","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627590","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3625007.3627590","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625007.3627590","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625007.3627590","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G4854617120","display_name":null,"funder_award_id":"5-100","funder_id":"https://openalex.org/F4320324261","funder_display_name":"National Research University Higher School of Economics"}],"funders":[{"id":"https://openalex.org/F4320324261","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392846016.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1551404194","https://openalex.org/W1967570846","https://openalex.org/W1975617599","https://openalex.org/W1990589334","https://openalex.org/W2000626050","https://openalex.org/W2042901984","https://openalex.org/W2089125183","https://openalex.org/W2131492273","https://openalex.org/W2134784378","https://openalex.org/W2765203444","https://openalex.org/W2788473200","https://openalex.org/W2898140261","https://openalex.org/W2914556824","https://openalex.org/W3104154397","https://openalex.org/W3117750614","https://openalex.org/W3134181831","https://openalex.org/W3147635902","https://openalex.org/W4200500291"],"related_works":["https://openalex.org/W2046736422","https://openalex.org/W2514739320","https://openalex.org/W2611574733","https://openalex.org/W2042444919","https://openalex.org/W4225983573","https://openalex.org/W2806008330","https://openalex.org/W3174053386","https://openalex.org/W4400410167","https://openalex.org/W2186710387","https://openalex.org/W3192043023"],"abstract_inverted_index":{"In":[0],"recent":[1],"decades,":[2],"a":[3,72,86,91,96,100],"large":[4],"number":[5],"of":[6,16,23,34,44,102],"centrality":[7,27,46,60,103],"measures":[8,61,104],"have":[9],"been":[10],"proposed":[11],"to":[12,56,64,68,90],"assess":[13],"the":[14,24,35,41],"importance":[15],"nodes":[17],"in":[18,62,71],"complex":[19],"networks.":[20],"The":[21],"choice":[22],"most":[25,49],"appropriate":[26],"index":[28],"for":[29],"specific":[30],"applications":[31],"is":[32],"one":[33],"biggest":[36],"challenges.":[37],"This":[38],"paper":[39],"performs":[40],"perturbation":[42],"analysis":[43],"8":[45,80],"measures.":[47],"Since":[48],"real":[50],"networks":[51],"are":[52,77],"incomplete":[53],"and":[54],"prone":[55],"bias,":[57],"we":[58,98],"compare":[59],"order":[63],"evaluate":[65],"their":[66],"sensitivity":[67,101],"small":[69],"changes":[70],"graph":[73,82,89,93,107],"structure.":[74],"Our":[75],"experiments":[76],"performed":[78],"on":[79,105],"classical":[81],"structures":[83],"ranging":[84],"from":[85],"simple":[87],"path":[88],"Watts-Strogatz":[92],"model.":[94],"As":[95],"result,":[97],"provide":[99],"different":[106],"structures.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}