{"id":"https://openalex.org/W2019854450","doi":"https://doi.org/10.1145/1401890.1401984","title":"A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances","display_name":"A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances","publication_year":2008,"publication_date":"2008-08-24","ids":{"openalex":"https://openalex.org/W2019854450","doi":"https://doi.org/10.1145/1401890.1401984","mag":"2019854450"},"language":"en","primary_location":{"id":"doi:10.1145/1401890.1401984","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1401890.1401984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining","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/A5087174204","display_name":"Luh Yen","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Luh Yen","raw_affiliation_strings":["Universite catholique de Louvain, Louvain-La-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Universite catholique de Louvain, Louvain-La-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110457076","display_name":"Marco Saerens","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marco Saerens","raw_affiliation_strings":["Universite catholique de Louvain, Louvain-La-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Universite catholique de Louvain, Louvain-La-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059385158","display_name":"Amin Mantrach","orcid":"https://orcid.org/0000-0002-3482-8629"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Amin Mantrach","raw_affiliation_strings":["Universite Libre de Bruxelles, Bruxelles, Belgium"],"affiliations":[{"raw_affiliation_string":"Universite Libre de Bruxelles, Bruxelles, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055086415","display_name":"Masashi Shimbo","orcid":null},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Shimbo","raw_affiliation_strings":["Nara Institute of Science and Technology, Nara, Japan","[Nara Institute of Science and Technology, Nara, JAPAN]"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"[Nara Institute of Science and Technology, Nara, JAPAN]","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087174204"],"corresponding_institution_ids":["https://openalex.org/I95674353"],"apc_list":null,"apc_paid":null,"fwci":4.4966,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.94650255,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"793"},"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/T11476","display_name":"Graph theory and applications","score":0.9674000144004822,"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"}},{"id":"https://openalex.org/T10591","display_name":"Theoretical and Computational Physics","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter 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/betweenness-centrality","display_name":"Betweenness centrality","score":0.6991202235221863},{"id":"https://openalex.org/keywords/shortest-path-problem","display_name":"Shortest path problem","score":0.6893045902252197},{"id":"https://openalex.org/keywords/distance","display_name":"Distance","score":0.5586933493614197},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5335559844970703},{"id":"https://openalex.org/keywords/longest-path-problem","display_name":"Longest path problem","score":0.4996626377105713},{"id":"https://openalex.org/keywords/average-path-length","display_name":"Average path length","score":0.4643199145793915},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.46073266863822937},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4376624822616577},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.41675305366516113},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4078404903411865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39379429817199707},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3717823624610901},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.3588520884513855},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.30658504366874695}],"concepts":[{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.6991202235221863},{"id":"https://openalex.org/C22590252","wikidata":"https://www.wikidata.org/wiki/Q1058754","display_name":"Shortest path problem","level":3,"score":0.6893045902252197},{"id":"https://openalex.org/C54385418","wikidata":"https://www.wikidata.org/wiki/Q2742711","display_name":"Distance","level":4,"score":0.5586933493614197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5335559844970703},{"id":"https://openalex.org/C1465435","wikidata":"https://www.wikidata.org/wiki/Q2916352","display_name":"Longest path problem","level":4,"score":0.4996626377105713},{"id":"https://openalex.org/C91886571","wikidata":"https://www.wikidata.org/wiki/Q432520","display_name":"Average path length","level":4,"score":0.4643199145793915},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.46073266863822937},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4376624822616577},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.41675305366516113},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4078404903411865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39379429817199707},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3717823624610901},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.3588520884513855},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.30658504366874695},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":5,"locations":[{"id":"doi:10.1145/1401890.1401984","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1401890.1401984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.158.96","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.158.96","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isys.ucl.ac.be/staff/marco/Publications/2008_FamilyOfDissimilarityMeasures.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.216.238","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.216.238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isys.ucl.ac.be/staff/marco/Publications/2008_FamilyOfDissimilarityMeasures.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.569.8474","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.569.8474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isys.ucl.ac.be/staff/luh/publi/yen_dissimilarity_kdd2008.pdf","raw_type":"text"},{"id":"pmh:oai:dial.uclouvain.be:boreal:121009","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078/121009","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W14071851","https://openalex.org/W29079494","https://openalex.org/W101579530","https://openalex.org/W120264976","https://openalex.org/W200645999","https://openalex.org/W935362247","https://openalex.org/W950821216","https://openalex.org/W1479963817","https://openalex.org/W1487950779","https://openalex.org/W1497435662","https://openalex.org/W1503607518","https://openalex.org/W1510073064","https://openalex.org/W1511160855","https://openalex.org/W1514107797","https://openalex.org/W1536228023","https://openalex.org/W1557340966","https://openalex.org/W1560013842","https://openalex.org/W1561092886","https://openalex.org/W1575340908","https://openalex.org/W1585433513","https://openalex.org/W1591829473","https://openalex.org/W1596502281","https://openalex.org/W1608412409","https://openalex.org/W1703742514","https://openalex.org/W1730631237","https://openalex.org/W1774304772","https://openalex.org/W1781665229","https://openalex.org/W1854214752","https://openalex.org/W1947595544","https://openalex.org/W1966347620","https://openalex.org/W1970859146","https://openalex.org/W1972636593","https://openalex.org/W1975414584","https://openalex.org/W1978558026","https://openalex.org/W2003031375","https://openalex.org/W2005207065","https://openalex.org/W2012796346","https://openalex.org/W2032558547","https://openalex.org/W2033590892","https://openalex.org/W2037933327","https://openalex.org/W2047938094","https://openalex.org/W2056285697","https://openalex.org/W2061901927","https://openalex.org/W2063049279","https://openalex.org/W2066636486","https://openalex.org/W2069992656","https://openalex.org/W2075379212","https://openalex.org/W2094674364","https://openalex.org/W2097391913","https://openalex.org/W2098432798","https://openalex.org/W2102549231","https://openalex.org/W2104535569","https://openalex.org/W2105549229","https://openalex.org/W2105793609","https://openalex.org/W2113367658","https://openalex.org/W2117684310","https://openalex.org/W2122597713","https://openalex.org/W2129890539","https://openalex.org/W2130470622","https://openalex.org/W2133161531","https://openalex.org/W2136647665","https://openalex.org/W2142124258","https://openalex.org/W2142845314","https://openalex.org/W2146964183","https://openalex.org/W2147824439","https://openalex.org/W2154897810","https://openalex.org/W2155161883","https://openalex.org/W2161984370","https://openalex.org/W2165922980","https://openalex.org/W2271295020","https://openalex.org/W2478708596","https://openalex.org/W2613433911","https://openalex.org/W2615497679","https://openalex.org/W2791379569","https://openalex.org/W2911640577","https://openalex.org/W2913668833","https://openalex.org/W2951394901","https://openalex.org/W2963165998","https://openalex.org/W2963442158","https://openalex.org/W2963547807","https://openalex.org/W2978329087","https://openalex.org/W3099839986","https://openalex.org/W3208375358","https://openalex.org/W4205380271","https://openalex.org/W4232932184","https://openalex.org/W4241226388","https://openalex.org/W4245973528","https://openalex.org/W4247782380","https://openalex.org/W4249138131","https://openalex.org/W4252429006","https://openalex.org/W4384388092","https://openalex.org/W6630727257","https://openalex.org/W6633431331","https://openalex.org/W6633478427","https://openalex.org/W6635474237","https://openalex.org/W6638285678","https://openalex.org/W6674995601","https://openalex.org/W6680543675","https://openalex.org/W6681124392","https://openalex.org/W6682042974"],"related_works":["https://openalex.org/W2363632570","https://openalex.org/W3013741436","https://openalex.org/W2018146256","https://openalex.org/W2237480599","https://openalex.org/W2020255949","https://openalex.org/W2156431668","https://openalex.org/W3032870653","https://openalex.org/W94062305","https://openalex.org/W1996697202","https://openalex.org/W2234793491"],"abstract_inverted_index":{"This":[0,17],"work":[1],"introduces":[2],"a":[3,13,27,75,82,86,91,121,127,148],"new":[4],"family":[5],"of":[6,12,35,151,162,170,181],"link-based":[7],"dissimilarity":[8,143,177],"measures":[9],"between":[10,178],"nodes":[11,182],"weighted":[14],"directed":[15],"graph.":[16,100],"measure,":[18],"called":[19],"the":[20,32,41,51,55,70,99,108,113,116,131,141,168,173,176,215],"randomized":[21],"shortest-path":[22,43,117],"(RSP)":[23],"dissimilarity,":[24],"depends":[25],"on":[26,37,50,112],"parameter":[28,102],"\u03b8":[29,46,61,103],"and":[30,125],"has":[31],"interesting":[33],"property":[34],"reducing,":[36],"one":[38],"end,":[39,53],"to":[40,54,69,80,95,147],"standard":[42],"distance":[44,59],"when":[45,60],"is":[47,62,104,138,167,183],"large":[48],"and,":[49],"other":[52,174],"commute-time":[56],"(or":[57],"resistance)":[58],"small":[63],"(near":[64],"zero).":[65],"Intuitively,":[66],"it":[67,137],"corresponds":[68],"expected":[71],"cost":[72],"incurred":[73],"by":[74,157,185],"random":[76,110],"walker":[77],"in":[78,98,214],"order":[79],"reach":[81],"destination":[83],"node":[84,88,146,150],"from":[85,144],"starting":[87],"while":[89],"maintaining":[90],"constant":[92],"entropy":[93],"(related":[94],"\u03b8)":[96],"spread":[97],"The":[101,192],"therefore":[105],"biasing":[106],"gradually":[107],"simple":[109],"walk":[111],"graph":[114,200],"towards":[115],"policy.":[118],"By":[119],"adopting":[120],"statistical":[122],"physics":[123],"approach":[124],"computing":[126,205],"sum":[128],"over":[129],"all":[130],"possible":[132],"paths":[133],"(discrete":[134],"path":[135],"integral),":[136],"shown":[139,213],"that":[140],"RSP":[142],"every":[145,179],"particular":[149],"interest":[152],"can":[153,195],"be":[154,196],"computed":[155],"efficiently":[156],"solving":[158],"two":[159],"linear":[160],"systems":[161],"n":[163,166,188,190],"equations,":[164],"where":[165],"number":[169],"nodes.":[171],"On":[172],"hand,":[175],"couple":[180],"obtained":[184],"inverting":[186],"an":[187],"x":[189],"matrix.":[191],"proposed":[193],"measure":[194],"used":[197],"for":[198],"various":[199],"mining":[201],"tasks":[202],"such":[203],"as":[204,212],"betweenness":[206],"centrality,":[207],"finding":[208],"dense":[209],"communities,":[210],"etc,":[211],"experimental":[216],"section.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}