{"id":"https://openalex.org/W2125493559","doi":"https://doi.org/10.1080/15427951.2005.10129098","title":"A Survey on PageRank Computing","display_name":"A Survey on PageRank Computing","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2125493559","doi":"https://doi.org/10.1080/15427951.2005.10129098","mag":"2125493559"},"language":"en","primary_location":{"id":"doi:10.1080/15427951.2005.10129098","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15427951.2005.10129098","pdf_url":"https://www.internetmathematicsjournal.com/article/1395.pdf","source":{"id":"https://openalex.org/S19474917","display_name":"Internet Mathematics","issn_l":"1542-7951","issn":["1542-7951","1944-9488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.internetmathematicsjournal.com/article/1395.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016845215","display_name":"Pavel Berkhin","orcid":null},"institutions":[{"id":"https://openalex.org/I1325784139","display_name":"Yahoo (United Kingdom)","ror":"https://ror.org/038p3gq39","country_code":"GB","type":"company","lineage":["https://openalex.org/I1325784139","https://openalex.org/I4210134091"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Pavel Berkhin","raw_affiliation_strings":["Yahoo!, 701 First Avenue, Sunnyvale, CA 94089"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yahoo!, 701 First Avenue, Sunnyvale, CA 94089","institution_ids":["https://openalex.org/I1325784139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016845215"],"corresponding_institution_ids":["https://openalex.org/I1325784139"],"apc_list":null,"apc_paid":null,"fwci":40.7219,"has_fulltext":false,"cited_by_count":479,"citation_normalized_percentile":{"value":0.9971627,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2","issue":"1","first_page":"73","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/pagerank","display_name":"PageRank","score":0.9852414727210999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7710652947425842},{"id":"https://openalex.org/keywords/hyperlink","display_name":"Hyperlink","score":0.5968226194381714},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5598052144050598},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5578733086585999},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.486422061920166},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.4578477442264557},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.441182017326355},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.40620899200439453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3899580240249634},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31193405389785767}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.9852414727210999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7710652947425842},{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.5968226194381714},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5598052144050598},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5578733086585999},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.486422061920166},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.4578477442264557},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.441182017326355},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.40620899200439453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3899580240249634},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31193405389785767}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/15427951.2005.10129098","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15427951.2005.10129098","pdf_url":"https://www.internetmathematicsjournal.com/article/1395.pdf","source":{"id":"https://openalex.org/S19474917","display_name":"Internet Mathematics","issn_l":"1542-7951","issn":["1542-7951","1944-9488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:CULeuclid:euclid.im/1128530802","is_oa":false,"landing_page_url":"http://projecteuclid.org/euclid.im/1128530802","pdf_url":null,"source":{"id":"https://openalex.org/S4306400787","display_name":"Project Euclid (Cornell University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.102.2294","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.2294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.internetmathematics.org/volumes/2/1/Berkhin.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.8115","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.8115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.algebra.com/~pavlovd/Pavel/pagerank.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1080/15427951.2005.10129098","is_oa":true,"landing_page_url":"https://doi.org/10.1080/15427951.2005.10129098","pdf_url":"https://www.internetmathematicsjournal.com/article/1395.pdf","source":{"id":"https://openalex.org/S19474917","display_name":"Internet Mathematics","issn_l":"1542-7951","issn":["1542-7951","1944-9488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2125493559.pdf","grobid_xml":"https://content.openalex.org/works/W2125493559.grobid-xml"},"referenced_works_count":115,"referenced_works":["https://openalex.org/W90334771","https://openalex.org/W119586735","https://openalex.org/W145064423","https://openalex.org/W193741420","https://openalex.org/W202534592","https://openalex.org/W1480005827","https://openalex.org/W1487826741","https://openalex.org/W1489992655","https://openalex.org/W1490883626","https://openalex.org/W1492202371","https://openalex.org/W1514107797","https://openalex.org/W1520752616","https://openalex.org/W1521333607","https://openalex.org/W1528332570","https://openalex.org/W1545748428","https://openalex.org/W1546004968","https://openalex.org/W1562405179","https://openalex.org/W1566984846","https://openalex.org/W1575084925","https://openalex.org/W1577199596","https://openalex.org/W1578116674","https://openalex.org/W1587314265","https://openalex.org/W1612003148","https://openalex.org/W1660390307","https://openalex.org/W1738091461","https://openalex.org/W1845137714","https://openalex.org/W1854214752","https://openalex.org/W1964579932","https://openalex.org/W1969301668","https://openalex.org/W1971605801","https://openalex.org/W1976232673","https://openalex.org/W1976969221","https://openalex.org/W1977545325","https://openalex.org/W1993803315","https://openalex.org/W1994129769","https://openalex.org/W1994727615","https://openalex.org/W2000723879","https://openalex.org/W2006119904","https://openalex.org/W2011918288","https://openalex.org/W2013855884","https://openalex.org/W2014478203","https://openalex.org/W2020423193","https://openalex.org/W2026417691","https://openalex.org/W2026875114","https://openalex.org/W2027752285","https://openalex.org/W2028406909","https://openalex.org/W2032558547","https://openalex.org/W2037498077","https://openalex.org/W2039976898","https://openalex.org/W2040075907","https://openalex.org/W2051834357","https://openalex.org/W2053921957","https://openalex.org/W2054119298","https://openalex.org/W2056889883","https://openalex.org/W2057839002","https://openalex.org/W2066636486","https://openalex.org/W2069153192","https://openalex.org/W2079672501","https://openalex.org/W2082751088","https://openalex.org/W2085455895","https://openalex.org/W2089199911","https://openalex.org/W2096041903","https://openalex.org/W2096487091","https://openalex.org/W2099092406","https://openalex.org/W2099789730","https://openalex.org/W2101852873","https://openalex.org/W2108272874","https://openalex.org/W2109807035","https://openalex.org/W2110141564","https://openalex.org/W2111289574","https://openalex.org/W2112140746","https://openalex.org/W2115971185","https://openalex.org/W2117831564","https://openalex.org/W2126024570","https://openalex.org/W2128932260","https://openalex.org/W2138621811","https://openalex.org/W2140350208","https://openalex.org/W2141075029","https://openalex.org/W2145541974","https://openalex.org/W2146442558","https://openalex.org/W2150657873","https://openalex.org/W2151626491","https://openalex.org/W2152565070","https://openalex.org/W2156523427","https://openalex.org/W2156632103","https://openalex.org/W2158601853","https://openalex.org/W2158899306","https://openalex.org/W2160484851","https://openalex.org/W2161088492","https://openalex.org/W2161118554","https://openalex.org/W2169263924","https://openalex.org/W2169624745","https://openalex.org/W2170344111","https://openalex.org/W2170582301","https://openalex.org/W2175110005","https://openalex.org/W2293888960","https://openalex.org/W2295428206","https://openalex.org/W2611241566","https://openalex.org/W2798909945","https://openalex.org/W2953062473","https://openalex.org/W4205271759","https://openalex.org/W4229630770","https://openalex.org/W4230511558","https://openalex.org/W4231916799","https://openalex.org/W4233775226","https://openalex.org/W4234638001","https://openalex.org/W4237093304","https://openalex.org/W4240052223","https://openalex.org/W4240407914","https://openalex.org/W4242291765","https://openalex.org/W4246566290","https://openalex.org/W4248755476","https://openalex.org/W4249237632","https://openalex.org/W4255458755","https://openalex.org/W4301425011"],"related_works":["https://openalex.org/W2245616560","https://openalex.org/W2351647974","https://openalex.org/W2116757369","https://openalex.org/W2583864867","https://openalex.org/W1558012608","https://openalex.org/W2139195016","https://openalex.org/W2096221717","https://openalex.org/W4248250357","https://openalex.org/W2542162642","https://openalex.org/W2150410176"],"abstract_inverted_index":{"This":[0,45],"survey":[1],"reviews":[2],"the":[3,29,33,47,50,53,107,111,115,121,131,154],"research":[4],"related":[5],"to":[6,147,151,183],"PageRank":[7,12,35,58,64,90,92,112,118,138,152,176],"computing.":[8],"Components":[9],"of":[10,22,32,49,88,110,117,123,126,134,156,175,181],"a":[11,40,62,66,74],"vector":[13],"serve":[14],"as":[15,39],"authority":[16,148],"weights":[17],"for":[18],"web":[19,41,127,163],"pages":[20],"independent":[21],"their":[23],"textual":[24],"content,":[25],"solely":[26],"based":[27],"on":[28,130],"hyperlink":[30],"structure":[31,129],"web.":[34],"is":[36,65,73,93],"typically":[37],"used":[38,95],"search":[42,169],"ranking":[43],"component.":[44],"defines":[46],"importance":[48],"model":[51],"and":[52,136,153,171],"data":[54],"structures":[55],"that":[56,145],"underly":[57],"processing.":[59],"Computing":[60,70],"even":[61],"single":[63],"difficult":[67],"computational":[68],"task.":[69],"many":[71,97],"PageRanks":[72],"much":[75],"more":[76],"complex":[77],"challenge.":[78],"Recently,":[79],"significant":[80],"effort":[81],"has":[82],"been":[83],"invested":[84],"in":[85,96,106,114,120,137,159],"building":[86],"sets":[87],"personalized":[89],"vectors.":[91],"also":[94,141,166],"diverse":[98],"applications":[99,160],"other":[100,161],"than":[101,162],"ranking.":[102],"We":[103,140,165],"are":[104],"interested":[105],"theoretical":[108],"foundations":[109],"formulation,":[113],"acceleration":[116],"computing,":[119],"effects":[122],"particular":[124],"aspects":[125,174],"graph":[128],"optimal":[132],"organization":[133],"computations,":[135],"stability.":[139],"review":[142],"alternative":[143],"models":[144],"lead":[146],"indices":[149,158],"similar":[150],"role":[155],"such":[157],"search.":[164],"discuss":[167],"linkbased":[168],"personalization":[170],"outline":[172],"some":[173],"infrastructure":[177],"from":[178],"associated":[179],"measures":[180],"convergence":[182],"link":[184],"preprocessing.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":36},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":27},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":30},{"year":2015,"cited_by_count":28},{"year":2014,"cited_by_count":35},{"year":2013,"cited_by_count":30},{"year":2012,"cited_by_count":29}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}