{"id":"https://openalex.org/W3094003722","doi":"https://doi.org/10.1145/3340531.3411862","title":"Efficient Sampling Algorithms for Approximate Temporal Motif Counting","display_name":"Efficient Sampling Algorithms for Approximate Temporal Motif Counting","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3094003722","doi":"https://doi.org/10.1145/3340531.3411862","mag":"3094003722"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3411862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3411862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management","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/A5100426898","display_name":"Jingjing Wang","orcid":"https://orcid.org/0000-0003-3170-8952"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065488679","display_name":"Yanhao Wang","orcid":"https://orcid.org/0000-0002-7661-3917"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yanhao Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102716028","display_name":"Wenjun Jiang","orcid":"https://orcid.org/0000-0002-2244-5196"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Jiang","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348344","display_name":"Yuchen Li","orcid":"https://orcid.org/0000-0001-9646-291X"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuchen Li","raw_affiliation_strings":["Singapore Management University &amp; Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University &amp; Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077593594","display_name":"Kian\u2010Lee Tan","orcid":"https://orcid.org/0000-0001-9315-4057"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kian-Lee Tan","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100426898"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":2.1302,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.87512956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1505","last_page":"1514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T11106","display_name":"Data Management and Algorithms","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571590900421143},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6057573556900024},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5091871619224548},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.488755464553833},{"id":"https://openalex.org/keywords/network-motif","display_name":"Network motif","score":0.46615490317344666},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.43065494298934937},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3917999267578125},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.3429713547229767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571590900421143},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6057573556900024},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5091871619224548},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.488755464553833},{"id":"https://openalex.org/C60723933","wikidata":"https://www.wikidata.org/wiki/Q7001080","display_name":"Network motif","level":3,"score":0.46615490317344666},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.43065494298934937},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3917999267578125},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.3429713547229767},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3340531.3411862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3411862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-6937","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=6937&amp;amp;context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3340531.3411862","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3381644982","display_name":null,"funder_award_id":"61632009","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1888346910","https://openalex.org/W1890592509","https://openalex.org/W2002205566","https://openalex.org/W2029792996","https://openalex.org/W2031082424","https://openalex.org/W2037774459","https://openalex.org/W2040092971","https://openalex.org/W2052262538","https://openalex.org/W2086639361","https://openalex.org/W2089418726","https://openalex.org/W2094308804","https://openalex.org/W2104812688","https://openalex.org/W2124450885","https://openalex.org/W2126359798","https://openalex.org/W2158432527","https://openalex.org/W2167598145","https://openalex.org/W2278390984","https://openalex.org/W2290589277","https://openalex.org/W2338645642","https://openalex.org/W2369012075","https://openalex.org/W2469279958","https://openalex.org/W2536223246","https://openalex.org/W2550802162","https://openalex.org/W2583739452","https://openalex.org/W2592120485","https://openalex.org/W2759633270","https://openalex.org/W2766871436","https://openalex.org/W2767135145","https://openalex.org/W2767324389","https://openalex.org/W2775352277","https://openalex.org/W2795336911","https://openalex.org/W2889180382","https://openalex.org/W2889330554","https://openalex.org/W2890101900","https://openalex.org/W2907956112","https://openalex.org/W2913416354","https://openalex.org/W2914981920","https://openalex.org/W2962893318","https://openalex.org/W2963276581","https://openalex.org/W2963467900","https://openalex.org/W2963668374","https://openalex.org/W3013900188","https://openalex.org/W3030126027","https://openalex.org/W3037819556","https://openalex.org/W3094003722","https://openalex.org/W3101251439","https://openalex.org/W3101999497","https://openalex.org/W3102074997"],"related_works":["https://openalex.org/W4390660180","https://openalex.org/W2511356620","https://openalex.org/W2070704205","https://openalex.org/W2970884239","https://openalex.org/W2353485001","https://openalex.org/W2482942027","https://openalex.org/W1982485073","https://openalex.org/W2187556559","https://openalex.org/W2058200984","https://openalex.org/W2550666360"],"abstract_inverted_index":{"A":[0],"great":[1],"variety":[2],"of":[3,26,29,34,67,69,119,121,153,159],"complex":[4],"systems":[5],"ranging":[6],"from":[7,46,90],"user":[8],"interactions":[9],"in":[10,15,41,49,60],"communication":[11],"networks":[12],"to":[13,62],"transactions":[14],"financial":[16],"markets":[17],"can":[18],"be":[19],"modeled":[20],"as":[21],"temporal":[22,42,70,77,86,100,123,141,196],"graphs,":[23],"which":[24,52],"consist":[25],"a":[27,32,73,109],"set":[28],"vertices":[30,145],"and":[31,36,58,146,157,172,179,187],"series":[33],"timestamped":[35],"directed":[37],"edges.":[38,148],"Temporal":[39],"motifs":[40,71,87,142],"graphs":[43,51],"are":[44],"generalized":[45],"subgraph":[47],"patterns":[48],"static":[50],"take":[53],"into":[54],"account":[55],"edge":[56,111,134],"orderings":[57],"durations":[59],"addition":[61],"structures.":[63],"Counting":[64],"the":[65,117,154,173,191],"number":[66,118],"occurrences":[68],"is":[72],"fundamental":[74],"problem":[75],"for":[76,115,139,195],"network":[78],"analysis.":[79],"However,":[80],"existing":[81],"methods":[82],"either":[83],"cannot":[84],"support":[85],"or":[88],"suffer":[89],"performance":[91],"issues.":[92],"In":[93],"this":[94],"paper,":[95],"we":[96,126,164],"focus":[97],"on":[98,168],"approximate":[99],"motif":[101,197],"counting":[102,140],"via":[103],"random":[104],"sampling.":[105],"We":[106,149],"first":[107],"propose":[108],"generic":[110],"sampling":[112,135,138,193],"(ES)":[113],"algorithm":[114,131],"estimating":[116],"instances":[120],"any":[122],"motif.":[124],"Furthermore,":[125],"devise":[127],"an":[128],"improved":[129],"EWS":[130,180],"that":[132,176],"hybridizes":[133],"with":[136,143],"wedge":[137],"3":[144,147],"provide":[150],"comprehensive":[151],"analyses":[152],"theoretical":[155],"bounds":[156],"complexities":[158],"our":[160,177],"proposed":[161],"algorithms.":[162],"Finally,":[163],"conduct":[165],"extensive":[166],"experiments":[167],"several":[169],"real-world":[170],"datasets,":[171],"results":[174],"show":[175],"ES":[178],"algorithms":[181],"have":[182],"higher":[183],"efficiency,":[184],"better":[185],"accuracy,":[186],"greater":[188],"scalability":[189],"than":[190],"state-of-the-art":[192],"method":[194],"counting.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
