{"id":"https://openalex.org/W3173431801","doi":"https://doi.org/10.1145/3471485.3471487","title":"Technical Perspective","display_name":"Technical Perspective","publication_year":2021,"publication_date":"2021-06-15","ids":{"openalex":"https://openalex.org/W3173431801","doi":"https://doi.org/10.1145/3471485.3471487","mag":"3173431801"},"language":"en","primary_location":{"id":"doi:10.1145/3471485.3471487","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471485.3471487","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"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 SIGMOD Record","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/A5031896681","display_name":"Graham Cormode","orcid":"https://orcid.org/0000-0002-0698-0922"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Graham Cormode","raw_affiliation_strings":["University of Warwick, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Warwick, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031896681"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09360756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"1","first_page":"5","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9991999864578247,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9980999827384949,"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":0.9109691977500916},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6471331715583801},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5601866245269775},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5059253573417664},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5027427673339844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48344549536705017},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.43625330924987793},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.4280673861503601},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.425326406955719},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4252590537071228},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2828068733215332},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2819663882255554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9109691977500916},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6471331715583801},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5601866245269775},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5059253573417664},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5027427673339844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48344549536705017},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.43625330924987793},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.4280673861503601},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.425326406955719},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4252590537071228},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2828068733215332},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2819663882255554},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3471485.3471487","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471485.3471487","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"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 SIGMOD Record","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W3016257699","https://openalex.org/W3030848490","https://openalex.org/W3098173768","https://openalex.org/W3122033752","https://openalex.org/W3172152394"],"related_works":["https://openalex.org/W2082671441","https://openalex.org/W2605169415","https://openalex.org/W180351855","https://openalex.org/W2538312128","https://openalex.org/W2904574017","https://openalex.org/W3113817755","https://openalex.org/W2794178276","https://openalex.org/W2529735807","https://openalex.org/W4234804492","https://openalex.org/W4313307655"],"abstract_inverted_index":{"Over":[0],"the":[1,5,88],"past":[2],"two":[3],"decades":[4],"data":[6,15,49,54,90],"management":[7,55],"community":[8],"has":[9,46],"devoted":[10],"particular":[11],"attention":[12],"to":[13,35,48,74,87,91],"handling":[14,64],"that":[16],"arrives":[17],"as":[18],"a":[19,25,52],"stream":[20],"of":[21,27,39],"updates.":[22],"This":[23,45],"captures":[24],"number":[26],"\"big":[28],"data\"":[29],"scenarios,":[30],"ranging":[31],"from":[32],"monitoring":[33],"networks":[34],"processing":[36],"high":[37],"volumes":[38],"transactions":[40],"in":[41],"commerce":[42],"and":[43,78],"finance.":[44],"led":[47],"streams":[50],"becoming":[51],"mainstream":[53],"topic,":[56],"with":[57],"many":[58],"systems":[59],"offering":[60],"explicit":[61],"support":[62],"for":[63],"such":[65],"inputs.":[66],"Within":[67],"these":[68],"systems,":[69],"streaming":[70],"algorithms":[71],"are":[72],"used":[73],"approximate":[75],"various":[76],"statistical":[77],"modeling":[79],"queries,":[80],"which":[81],"would":[82],"traditionally":[83],"require":[84],"random":[85],"access":[86],"full":[89],"compute":[92],"exactly.":[93]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}