{"id":"https://openalex.org/W2104535569","doi":"https://doi.org/10.1145/1081870.1081941","title":"Application of kernels to link analysis","display_name":"Application of kernels to link analysis","publication_year":2005,"publication_date":"2005-08-21","ids":{"openalex":"https://openalex.org/W2104535569","doi":"https://doi.org/10.1145/1081870.1081941","mag":"2104535569"},"language":"en","primary_location":{"id":"doi:10.1145/1081870.1081941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1081870.1081941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in 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/A5113492601","display_name":"Takahiko Ito","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":true,"raw_author_name":"Takahiko Ito","raw_affiliation_strings":["Nara Institute of Science and Technology, Ikoma, Nara, Japan"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Ikoma, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","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, Ikoma, Nara, Japan"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Ikoma, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103575803","display_name":"Taku Kudo","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":"Taku Kudo","raw_affiliation_strings":["Nara Institute of Science and Technology, Ikoma, Nara, Japan"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Ikoma, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072032804","display_name":"Y\u016bji Matsumoto","orcid":"https://orcid.org/0000-0003-4946-9574"},"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":"Yuji Matsumoto","raw_affiliation_strings":["Nara Institute of Science and Technology, Ikoma, Nara, Japan"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Ikoma, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113492601"],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":null,"apc_paid":null,"fwci":4.5173,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.95118074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","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/T12285","display_name":"Surface Chemistry and Catalysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9666000008583069,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bibliographic-coupling","display_name":"Bibliographic coupling","score":0.8226407766342163},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.6922624111175537},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.6669606566429138},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6530138850212097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6493771076202393},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5289067625999451},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.5178235173225403},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4918787479400635},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.43771225214004517},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4152933955192566},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.37833505868911743},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36608102917671204},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32973477244377136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26132264733314514},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.1632484793663025},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11758756637573242},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08941727876663208}],"concepts":[{"id":"https://openalex.org/C2776822937","wikidata":"https://www.wikidata.org/wiki/Q856335","display_name":"Bibliographic coupling","level":3,"score":0.8226407766342163},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.6922624111175537},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.6669606566429138},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6530138850212097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6493771076202393},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5289067625999451},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.5178235173225403},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4918787479400635},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.43771225214004517},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4152933955192566},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.37833505868911743},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36608102917671204},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32973477244377136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26132264733314514},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.1632484793663025},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11758756637573242},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08941727876663208},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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:10.1145/1081870.1081941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1081870.1081941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining","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":15,"referenced_works":["https://openalex.org/W1511160855","https://openalex.org/W1578099820","https://openalex.org/W1774304772","https://openalex.org/W1970859146","https://openalex.org/W1978558026","https://openalex.org/W2005207065","https://openalex.org/W2027752285","https://openalex.org/W2066636486","https://openalex.org/W2138621811","https://openalex.org/W2142845314","https://openalex.org/W2170344111","https://openalex.org/W2798909945","https://openalex.org/W3119651796","https://openalex.org/W4256046779","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2104535569","https://openalex.org/W1503672388","https://openalex.org/W2367657720","https://openalex.org/W2113462804","https://openalex.org/W2085280859","https://openalex.org/W1500081329","https://openalex.org/W2049675550","https://openalex.org/W2167957987","https://openalex.org/W2359551459","https://openalex.org/W2054250614"],"abstract_inverted_index":{"The":[0,102],"application":[1],"of":[2,37,49,64,99,104,115],"kernel":[3],"methods":[4,123],"to":[5,19,42,124],"link":[6,65,107],"analysis":[7,66,108],"is":[8,110],"explored.":[9],"In":[10],"particular,":[11],"Kandola":[12],"et":[13],"al.'s":[14],"Neumann":[15,44],"kernels":[16,45,56,79],"are":[17,127,132],"shown":[18],"subsume":[20],"not":[21],"only":[22],"the":[23,43,47,78,82,86],"co-citation":[24,100],"and":[25,39,53,72,89,129],"bibliographic":[26,116],"coupling":[27,71],"relatedness":[28,38,93],"but":[29],"also":[30,75],"Kleinberg's":[31],"HITS":[32],"importance.":[33],"These":[34],"popular":[35],"measures":[36,67,94,109],"importance":[40],"correspond":[41],"at":[46],"extremes":[48],"their":[50],"parameter":[51],"range,":[52],"hence":[54],"these":[55,105,122],"can":[57],"be":[58],"interpreted":[59],"as":[60],"defining":[61],"a":[62,113],"spectrum":[63],"intermediate":[68],"between":[69],"co-citation/bibliographic":[70],"HITS.":[73],"We":[74],"show":[76],"that":[77,95],"based":[80],"on":[81],"graph":[83],"Laplacian,":[84],"including":[85],"regularized":[87],"Laplacian":[88],"diffusion":[90],"kernels,":[91],"provide":[92],"overcome":[96],"some":[97],"limitations":[98],"relatedness.":[101],"property":[103],"kernel-based":[106],"examined":[111],"with":[112],"network":[114],"citations.":[117],"Practical":[118],"issues":[119],"in":[120],"applying":[121],"real":[125],"data":[126],"discussed,":[128],"possible":[130],"solutions":[131],"proposed.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
