{"id":"https://openalex.org/W3167031724","doi":"https://doi.org/10.1145/3469379.3469389","title":"Taking the Pulse of Financial Activities with Online Graph Processing","display_name":"Taking the Pulse of Financial Activities with Online Graph Processing","publication_year":2021,"publication_date":"2021-06-02","ids":{"openalex":"https://openalex.org/W3167031724","doi":"https://doi.org/10.1145/3469379.3469389","mag":"3167031724"},"language":"en","primary_location":{"id":"doi:10.1145/3469379.3469389","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469379.3469389","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-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/A5101574083","display_name":"Xiaowei Zhu","orcid":"https://orcid.org/0000-0003-3880-308X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaowei Zhu","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110206073","display_name":"Zhisong Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhisong Fu","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031612195","display_name":"Zhenxuan Pan","orcid":"https://orcid.org/0009-0006-0922-6438"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenxuan Pan","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038613295","display_name":"Jin Jiang","orcid":"https://orcid.org/0000-0001-7078-5999"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin Jiang","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055553785","display_name":"Chuntao Hong","orcid":"https://orcid.org/0009-0009-3472-6102"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chuntao Hong","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617992","display_name":"Yongchao Liu","orcid":"https://orcid.org/0000-0003-3440-9675"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongchao Liu","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110367113","display_name":"Yang Fang","orcid":"https://orcid.org/0009-0006-4340-1471"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Fang","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103141832","display_name":"Wenguang Chen","orcid":"https://orcid.org/0000-0002-4281-1018"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenguang Chen","raw_affiliation_strings":["Tsinghua University, Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Ant Group","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069378775","display_name":"Changhua He","orcid":"https://orcid.org/0000-0002-9300-1939"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changhua He","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2911,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54708795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"55","issue":"1","first_page":"84","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9976000189781189,"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":0.9930999875068665,"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":0.8080521821975708},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5824441909790039},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.47674641013145447},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4313170313835144},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34731483459472656},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3361293077468872},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2638751268386841},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18651145696640015},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14226272702217102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080521821975708},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5824441909790039},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.47674641013145447},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4313170313835144},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34731483459472656},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3361293077468872},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2638751268386841},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18651145696640015},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14226272702217102},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3469379.3469389","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469379.3469389","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W2045271686","https://openalex.org/W2170616854","https://openalex.org/W2889320527","https://openalex.org/W4251393250","https://openalex.org/W6682904396","https://openalex.org/W6732409977"],"related_works":["https://openalex.org/W2307385607","https://openalex.org/W2049261842","https://openalex.org/W2983245704","https://openalex.org/W4386041267","https://openalex.org/W2076989968","https://openalex.org/W2898395619","https://openalex.org/W2091631669","https://openalex.org/W2545773065","https://openalex.org/W3210007660","https://openalex.org/W2900786651"],"abstract_inverted_index":{"Graph":[0],"processing":[1],"has":[2],"been":[3],"widely":[4],"adopted":[5],"in":[6],"various":[7],"financial":[8],"scenarios":[9],"at":[10],"Ant":[11],"Group":[12],"to":[13],"detect":[14],"malicious":[15],"and":[16,28,52],"prohibited":[17],"user":[18],"behaviors.":[19],"The":[20],"low":[21],"latency":[22],"requirement":[23],"under":[24],"big":[25],"data":[26],"volume":[27],"high":[29],"throughput":[30],"raises":[31],"rigorous":[32],"challenges":[33],"for":[34],"efficient":[35],"online":[36],"graph":[37],"processing.":[38],"This":[39],"paper":[40],"gives":[41],"a":[42],"brief":[43],"introduction":[44],"of":[45],"our":[46],"encountered":[47],"issues,":[48],"the":[49],"current":[50],"solutions,":[51],"some":[53],"future":[54],"directions":[55],"we":[56],"are":[57],"exploring.":[58]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}