{"id":"https://openalex.org/W1969230089","doi":"https://doi.org/10.1145/1577840.1577845","title":"Representing Data Quality in Sensor Data Streaming Environments","display_name":"Representing Data Quality in Sensor Data Streaming Environments","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W1969230089","doi":"https://doi.org/10.1145/1577840.1577845","mag":"1969230089"},"language":"en","primary_location":{"id":"doi:10.1145/1577840.1577845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1577840.1577845","pdf_url":null,"source":{"id":"https://openalex.org/S110189822","display_name":"Journal of Data and Information Quality","issn_l":"1936-1955","issn":["1936-1955","1936-1963"],"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":"Journal of Data and Information Quality","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://tud.qucosa.de/id/qucosa%3A79236","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040462233","display_name":"Anja Klein","orcid":"https://orcid.org/0000-0002-7626-4470"},"institutions":[{"id":"https://openalex.org/I4210135152","display_name":"Roland Ernst Stiftung","ror":"https://ror.org/03m629g08","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210135152"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"A. Klein","raw_affiliation_strings":["SAP Research CEC Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"SAP Research CEC Dresden, Germany","institution_ids":["https://openalex.org/I4210135152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063512642","display_name":"Wolfgang Lehner","orcid":"https://orcid.org/0000-0001-8107-2775"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"W. Lehner","raw_affiliation_strings":["University of Technology Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"University of Technology Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040462233"],"corresponding_institution_ids":["https://openalex.org/I4210135152"],"apc_list":null,"apc_paid":null,"fwci":7.0826,"has_fulltext":false,"cited_by_count":116,"citation_normalized_percentile":{"value":0.96874754,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"1","issue":"2","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9750999808311462,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8466202020645142},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.7323230504989624},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6041727066040039},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5502080321311951},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5240561962127686},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4763484299182892},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4602985978126526},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4435943067073822},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4400438964366913},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4180907607078552},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.385982483625412},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3247528076171875},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.08268401026725769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466202020645142},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.7323230504989624},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6041727066040039},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5502080321311951},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5240561962127686},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4763484299182892},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4602985978126526},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4435943067073822},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4400438964366913},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4180907607078552},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.385982483625412},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3247528076171875},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.08268401026725769},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1577840.1577845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1577840.1577845","pdf_url":null,"source":{"id":"https://openalex.org/S110189822","display_name":"Journal of Data and Information Quality","issn_l":"1936-1955","issn":["1936-1955","1936-1963"],"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":"Journal of Data and Information Quality","raw_type":"journal-article"},{"id":"pmh:oai:qucosa:de:qucosa:79236","is_oa":true,"landing_page_url":"https://tud.qucosa.de/id/qucosa%3A79236","pdf_url":null,"source":{"id":"https://openalex.org/S4377196312","display_name":"Qucosa (Saxon State and University Library Dresden)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3132420320","host_organization_name":"SLUB Dresden","host_organization_lineage":["https://openalex.org/I3132420320"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:Text"}],"best_oa_location":{"id":"pmh:oai:qucosa:de:qucosa:79236","is_oa":true,"landing_page_url":"https://tud.qucosa.de/id/qucosa%3A79236","pdf_url":null,"source":{"id":"https://openalex.org/S4377196312","display_name":"Qucosa (Saxon State and University Library Dresden)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3132420320","host_organization_name":"SLUB Dresden","host_organization_lineage":["https://openalex.org/I3132420320"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:Text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W12422471","https://openalex.org/W62318334","https://openalex.org/W181629860","https://openalex.org/W191682938","https://openalex.org/W1567491469","https://openalex.org/W1574586036","https://openalex.org/W1872390168","https://openalex.org/W1966188439","https://openalex.org/W1976384389","https://openalex.org/W2015320147","https://openalex.org/W2032790727","https://openalex.org/W2034334856","https://openalex.org/W2049919661","https://openalex.org/W2097155602","https://openalex.org/W2131576956","https://openalex.org/W2140894225","https://openalex.org/W2144200996","https://openalex.org/W2145063686","https://openalex.org/W2167811976","https://openalex.org/W2338532967","https://openalex.org/W2397574937","https://openalex.org/W2398660820","https://openalex.org/W2402357170","https://openalex.org/W2403180956","https://openalex.org/W2915063781","https://openalex.org/W4299710100","https://openalex.org/W6703956174","https://openalex.org/W6712758242"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W2802243998","https://openalex.org/W1521014365"],"abstract_inverted_index":{"Sensors":[0],"in":[1,24,51],"smart-item":[2],"environments":[3,53],"capture":[4],"data":[5,34,44,60,99,125,132,140,145,156,163,168],"about":[6,98],"product":[7],"conditions":[8],"and":[9,40,57,80,122,136,147],"usage":[10],"to":[11,36,47,64,70,76,82,92,160,166],"support":[12],"business":[13,67,85,150],"decisions":[14,68],"as":[15,17],"well":[16],"production":[18],"automation":[19],"processes.":[20],"A":[21],"challenging":[22],"issue":[23,89],"this":[25,108,112],"application":[26],"area":[27],"is":[28,101],"the":[29,59,83,88,120,155,162,167],"restricted":[30],"quality":[31,73,100,141,157,164],"of":[32,90,124,130],"sensor":[33,38,41],"due":[35,69],"limited":[37],"precision":[39],"failures.":[42],"Moreover,":[43],"stream":[45,133,169],"processing":[46,123,134],"meet":[48],"resource":[49],"constraints":[50],"streaming":[52],"introduces":[54],"additional":[55],"noise":[56],"decreases":[58],"quality.":[61,126],"In":[62,107],"order":[63],"avoid":[65],"wrong":[66],"dirty":[71],"data,":[72],"characteristics":[74],"have":[75],"be":[77],"captured,":[78],"processed,":[79],"provided":[81],"respective":[84],"task.":[86],"However,":[87],"how":[91],"efficiently":[93],"provide":[94],"applications":[95],"with":[96],"information":[97],"still":[102],"an":[103],"open":[104],"research":[105],"problem.":[106],"article,":[109],"we":[110,153],"address":[111],"problem":[113],"by":[114],"presenting":[115],"a":[116,143],"flexible":[117],"model":[118,158],"for":[119],"propagation":[121],"The":[127],"comprehensive":[128],"analysis":[129],"common":[131],"operators":[135],"their":[137],"impact":[138],"on":[139],"allows":[142],"fruitful":[144],"evaluation":[146],"diminishes":[148],"incorrect":[149],"decisions.":[151],"Further,":[152],"propose":[154],"control":[159],"adapt":[161],"granularity":[165],"interestingness.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}