{"id":"https://openalex.org/W2128119682","doi":"https://doi.org/10.1145/2623330.2623745","title":"FAST-PPR","display_name":"FAST-PPR","publication_year":2014,"publication_date":"2014-08-22","ids":{"openalex":"https://openalex.org/W2128119682","doi":"https://doi.org/10.1145/2623330.2623745","mag":"2128119682"},"language":"en","primary_location":{"id":"doi:10.1145/2623330.2623745","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2623330.2623745","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2623745&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2623745&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058032177","display_name":"Peter Lofgren","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter A. Lofgren","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085889685","display_name":"Siddhartha Banerjee","orcid":"https://orcid.org/0000-0002-8954-4578"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddhartha Banerjee","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101748190","display_name":"Ashish Goel","orcid":"https://orcid.org/0000-0003-0938-0401"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashish Goel","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038687804","display_name":"C. Seshadhri","orcid":"https://orcid.org/0000-0003-2163-3555"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Seshadhri","raw_affiliation_strings":["Sandia National Labs, Livermore, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Labs, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7707,"has_fulltext":true,"cited_by_count":103,"citation_normalized_percentile":{"value":0.98444444,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1436","last_page":"1445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9986000061035156,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9986000061035156,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9944000244140625,"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/pagerank","display_name":"PageRank","score":0.8872963190078735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7403684854507446},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.6662718057632446},{"id":"https://openalex.org/keywords/running-time","display_name":"Running time","score":0.590185821056366},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5823333263397217},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5694084167480469},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.4800359010696411},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45030438899993896},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.44838687777519226},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.43329286575317383},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3886916935443878},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2545800805091858}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.8872963190078735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7403684854507446},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6662718057632446},{"id":"https://openalex.org/C3017489831","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Running time","level":2,"score":0.590185821056366},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5823333263397217},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5694084167480469},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.4800359010696411},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45030438899993896},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.44838687777519226},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.43329286575317383},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3886916935443878},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2545800805091858},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2623330.2623745","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2623330.2623745","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2623745&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2623330.2623745","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2623330.2623745","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2623745&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1523888516","display_name":null,"funder_award_id":"FA9550-","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G1926477564","display_name":null,"funder_award_id":"FA9550- 12-1-0411","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G203095311","display_name":null,"funder_award_id":"915040","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2075401295","display_name":null,"funder_award_id":"DE-AC04- 94AL85000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G4296427226","display_name":null,"funder_award_id":"FA9550- 12-1-0411","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G6071252945","display_name":null,"funder_award_id":"FA9550-12","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G7090116110","display_name":null,"funder_award_id":"FA9550","funder_id":"https://openalex.org/F4320332467","funder_display_name":"U.S. Air Force"},{"id":"https://openalex.org/G7391891542","display_name":null,"funder_award_id":"FA9550-12-1","funder_id":"https://openalex.org/F4320332467","funder_display_name":"U.S. Air Force"},{"id":"https://openalex.org/G7830320759","display_name":null,"funder_award_id":"FA9550\u201012\u20101","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320332467","display_name":"U.S. Air Force","ror":"https://ror.org/006gmme17"},{"id":"https://openalex.org/F4320333566","display_name":"National Defense Science and Engineering Graduate","ror":null},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2128119682.pdf","grobid_xml":"https://content.openalex.org/works/W2128119682.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W19684845","https://openalex.org/W1854214752","https://openalex.org/W1978555214","https://openalex.org/W1989274820","https://openalex.org/W2002770250","https://openalex.org/W2033252376","https://openalex.org/W2051381393","https://openalex.org/W2052703084","https://openalex.org/W2056168287","https://openalex.org/W2068015060","https://openalex.org/W2069153192","https://openalex.org/W2077943220","https://openalex.org/W2082773934","https://openalex.org/W2086254934","https://openalex.org/W2106891910","https://openalex.org/W2107569009","https://openalex.org/W2107577105","https://openalex.org/W2115022330","https://openalex.org/W2128119682","https://openalex.org/W2133299088","https://openalex.org/W2148662050","https://openalex.org/W2154768509","https://openalex.org/W2160932348","https://openalex.org/W2163881971","https://openalex.org/W2168798728","https://openalex.org/W2181900708","https://openalex.org/W2271854143","https://openalex.org/W6634352905","https://openalex.org/W6637320098","https://openalex.org/W6639055396","https://openalex.org/W6651264397","https://openalex.org/W6676092898","https://openalex.org/W6686091084"],"related_works":["https://openalex.org/W1759995226","https://openalex.org/W2089134982","https://openalex.org/W2040347389","https://openalex.org/W4299305030","https://openalex.org/W2128119682","https://openalex.org/W1682003616","https://openalex.org/W2952081610","https://openalex.org/W1983383464","https://openalex.org/W4252842032","https://openalex.org/W3100139999"],"abstract_inverted_index":{"We":[0,98],"propose":[1],"a":[2,19,24,55,63,81],"new":[3],"algorithm,":[4],"FAST-PPR,":[5],"for":[6,51,96,108],"computing":[7],"personalized":[8],"PageRank:":[9],"given":[10,23],"start":[11],"node":[12,16],"s":[13,34],"and":[14,22],"target":[15],"t":[17],"in":[18,59],"directed":[20],"graph,":[21],"threshold":[25],"\u03b4,":[26],"it":[27],"computes":[28],"the":[29,39,73,77,92,101,113],"Personalized":[30],"PageRank":[31,109],"\u03c0_s(t)":[32],"from":[33],"to":[35],"t,":[36],"guaranteeing":[37],"that":[38,112],"relative":[40],"error":[41],"is":[42,72,80,86,91],"small":[43],"as":[44],"long":[45],"\u03c0s(t)":[46],">":[47],"\u03b4.":[48],"Existing":[49],"algorithms":[50],"this":[52],"problem":[53],"have":[54],"running-time":[56,66],"of":[57,68,76,94],"\u03a9(1/\u03b4":[58],"comparison,":[60],"FAST-PPR":[61],"has":[62],"provable":[64],"average":[65,74],"guarantee":[67],"O(\u221ad/\u03b4)":[69],"(where":[70,89],"d":[71],"in-degree":[75],"graph).":[78],"This":[79],"significant":[82],"improvement,":[83],"since":[84],"\u03b4":[85,116],"often":[87],"O(1/n)":[88],"n":[90],"number":[93],"nodes)":[95],"applications.":[97],"also":[99],"complement":[100],"algorithm":[102],"with":[103],"an":[104],"\u03a9(1/\u221a\u03b4)":[105],"lower":[106],"bound":[107],"estimation,":[110],"showing":[111],"dependence":[114],"on":[115],"cannot":[117],"be":[118],"improved.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2016-06-24T00:00:00"}