{"id":"https://openalex.org/W2809058385","doi":"https://doi.org/10.1145/3219819.3219916","title":"Mobile Access Record Resolution on Large-Scale Identifier-Linkage Graphs","display_name":"Mobile Access Record Resolution on Large-Scale Identifier-Linkage Graphs","publication_year":2018,"publication_date":"2018-07-19","ids":{"openalex":"https://openalex.org/W2809058385","doi":"https://doi.org/10.1145/3219819.3219916","mag":"2809058385"},"language":"en","primary_location":{"id":"doi:10.1145/3219819.3219916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219819.3219916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery &amp; 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/A5029007458","display_name":"Xin Shen","orcid":"https://orcid.org/0000-0002-8191-9654"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"SHEN Xin","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082599714","display_name":"Hongxia Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Yang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090939587","display_name":"Weizhao Xian","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhao Xian","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018267399","display_name":"Martin Ester","orcid":"https://orcid.org/0000-0001-7732-2815"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Ester","raw_affiliation_strings":["Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052757755","display_name":"Jiajun Bu","orcid":"https://orcid.org/0000-0002-1097-2044"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Bu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053340108","display_name":"Zhongyao Wang","orcid":"https://orcid.org/0000-0003-1360-2492"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyao Wang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428566","display_name":"Can Wang","orcid":"https://orcid.org/0000-0002-0971-4443"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5029007458"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.6352,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.728369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"886","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9914000034332275,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9761000275611877,"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/computer-science","display_name":"Computer science","score":0.8449704051017761},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.7173001170158386},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.6096519231796265},{"id":"https://openalex.org/keywords/unique-identifier","display_name":"Unique identifier","score":0.5053277611732483},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49644404649734497},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.48614832758903503},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4760936498641968},{"id":"https://openalex.org/keywords/record-linkage","display_name":"Record linkage","score":0.4574818015098572},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4570056200027466},{"id":"https://openalex.org/keywords/mobile-database","display_name":"Mobile database","score":0.4442826807498932},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44091683626174927},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35851138830184937},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28133174777030945},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27074697613716125},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18470847606658936},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.13845005631446838},{"id":"https://openalex.org/keywords/mobile-station","display_name":"Mobile station","score":0.13639232516288757},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.10846748948097229},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.07723104953765869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449704051017761},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.7173001170158386},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.6096519231796265},{"id":"https://openalex.org/C119839945","wikidata":"https://www.wikidata.org/wiki/Q6545185","display_name":"Unique identifier","level":3,"score":0.5053277611732483},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49644404649734497},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.48614832758903503},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4760936498641968},{"id":"https://openalex.org/C142210648","wikidata":"https://www.wikidata.org/wiki/Q1266546","display_name":"Record linkage","level":3,"score":0.4574818015098572},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4570056200027466},{"id":"https://openalex.org/C127353759","wikidata":"https://www.wikidata.org/wiki/Q6887091","display_name":"Mobile database","level":4,"score":0.4442826807498932},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44091683626174927},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35851138830184937},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28133174777030945},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27074697613716125},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18470847606658936},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.13845005631446838},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.13639232516288757},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.10846748948097229},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.07723104953765869},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3219819.3219916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219819.3219916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W182282593","https://openalex.org/W1518671722","https://openalex.org/W1540269031","https://openalex.org/W1669302834","https://openalex.org/W1673310716","https://openalex.org/W1761401273","https://openalex.org/W1998475090","https://openalex.org/W2002041442","https://openalex.org/W2035615211","https://openalex.org/W2042458413","https://openalex.org/W2056748234","https://openalex.org/W2065199439","https://openalex.org/W2065398649","https://openalex.org/W2080950999","https://openalex.org/W2106675345","https://openalex.org/W2108087318","https://openalex.org/W2108399535","https://openalex.org/W2111116800","https://openalex.org/W2116064560","https://openalex.org/W2119320829","https://openalex.org/W2120994224","https://openalex.org/W2123561513","https://openalex.org/W2128857483","https://openalex.org/W2139338182","https://openalex.org/W2148019918","https://openalex.org/W2164278908","https://openalex.org/W2164456230","https://openalex.org/W2165874743","https://openalex.org/W2166624956","https://openalex.org/W2169240294","https://openalex.org/W2170902582","https://openalex.org/W2171837816","https://openalex.org/W2313094819","https://openalex.org/W2358258772","https://openalex.org/W2436525433","https://openalex.org/W2524458798","https://openalex.org/W2562836854","https://openalex.org/W2913066018","https://openalex.org/W3103253084","https://openalex.org/W3104808334","https://openalex.org/W4244393449","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2413568490","https://openalex.org/W1913624564","https://openalex.org/W3130054399","https://openalex.org/W4301062032","https://openalex.org/W2319837024","https://openalex.org/W2548183822","https://openalex.org/W4294243532","https://openalex.org/W2911599090","https://openalex.org/W2989796854","https://openalex.org/W2141965543"],"abstract_inverted_index":{"The":[0],"e-commerce":[1,13],"era":[2],"is":[3,67],"witnessing":[4],"a":[5,106,129,138,200],"rapid":[6],"increase":[7],"of":[8,18,92,97,102,111,165,179,185,196],"mobile":[9,19,58,112,124,147,154],"Internet":[10],"users.":[11],"Major":[12],"companies":[14],"nowadays":[15],"see":[16],"billions":[17,91],"accesses":[20],"every":[21],"day.":[22],"Hidden":[23],"in":[24,79,127,199],"these":[25,43,134],"records":[26,54,81,94,156,220],"are":[27,172],"valuable":[28],"user":[29],"behavioral":[30],"characteristics":[31],"such":[32,128],"as":[33,105],"their":[34],"shopping":[35],"preferences":[36],"and":[37,76,163,203,212],"browsing":[38],"patterns.":[39],"And,":[40],"to":[41,51,55,120,151,157,174,222],"extract":[42],"knowledge":[44],"from":[45,95,216],"the":[46,56,88,100,145,177,180],"huge":[47],"dataset,":[48],"we":[49,136],"need":[50],"first":[52],"link":[53],"corresponding":[57],"devices.":[59,98,158],"This":[60],"Mobile":[61],"Access":[62],"Records":[63],"Resolution":[64,169],"(MARR)":[65],"problem":[66,110],"confronted":[68],"with":[69,144],"two":[70,160],"major":[71],"challenges:":[72],"(1)":[73],"device":[74,125,148],"identifiers":[75,126],"other":[77,223],"attributes":[78],"access":[80,93,155,219],"might":[82],"be":[83],"missing":[84],"or":[85],"unreliable;":[86],"(2)":[87],"dataset":[89],"contains":[90],"millions":[96],"To":[99,132],"best":[101],"our":[103],"knowledge,":[104],"novel":[107],"challenge":[108],"industrial":[109],"Internet,":[113],"no":[114],"existing":[115],"method":[116],"has":[117],"been":[118],"developed":[119,173],"resolve":[121],"entities":[122],"using":[123],"massive":[130],"scale.":[131],"address":[133],"issues,":[135],"propose":[137],"SParse":[139],"Identifier-linkage":[140],"Graph":[141],"(SPI-Graph)":[142],"accompanied":[143],"abundant":[146],"profiling":[149],"data":[150,206],"accurately":[152],"match":[153],"Furthermore,":[159],"versions":[161],"(unsupervised":[162],"semi-supervised)":[164],"Parallel":[166],"Graph-based":[167],"Record":[168],"(PGRR)":[170],"algorithm":[171],"effectively":[175],"exploit":[176],"advantages":[178],"large-scale":[181],"server":[182],"clusters":[183],"comprising":[184],"more":[186],"than":[187],"1,000":[188],"computing":[189],"nodes.":[190],"We":[191],"empirically":[192],"show":[193],"superior":[194],"performances":[195],"PGRR":[197],"algorithms":[198],"very":[201],"challenging":[202],"sparse":[204],"real":[205],"set":[207],"containing":[208],"5.28":[209],"million":[210,214],"nodes":[211],"31.06":[213],"edges":[215],"2.15":[217],"billion":[218],"compared":[221],"state-of-the-arts":[224],"methodologies.":[225]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
