{"id":"https://openalex.org/W2900908673","doi":"https://doi.org/10.1007/s00607-018-0679-5","title":"Data aggregation processes: a survey, a taxonomy, and design guidelines","display_name":"Data aggregation processes: a survey, a taxonomy, and design guidelines","publication_year":2018,"publication_date":"2018-11-15","ids":{"openalex":"https://openalex.org/W2900908673","doi":"https://doi.org/10.1007/s00607-018-0679-5","mag":"2900908673"},"language":"en","primary_location":{"id":"doi:10.1007/s00607-018-0679-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-018-0679-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-018-0679-5.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00607-018-0679-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103165556","display_name":"Simin Cai","orcid":"https://orcid.org/0000-0003-3049-0955"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Simin Cai","raw_affiliation_strings":["M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3049-0955","affiliations":[{"raw_affiliation_string":"M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000258375","display_name":"Barbara Gallina","orcid":"https://orcid.org/0000-0002-6952-1053"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Barbara Gallina","raw_affiliation_strings":["M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073976330","display_name":"Dag Nystr\u00f6m","orcid":null},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Dag Nystr\u00f6m","raw_affiliation_strings":["M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025773724","display_name":"Cristina Seceleanu","orcid":"https://orcid.org/0000-0003-2870-2680"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Cristina Seceleanu","raw_affiliation_strings":["M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen Real-Time Research Centre, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103165556"],"corresponding_institution_ids":["https://openalex.org/I82509713"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.5633,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.85515966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"101","issue":"10","first_page":"1397","last_page":"1429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9965000152587891,"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":0.9965000152587891,"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/T11106","display_name":"Data Management and Algorithms","score":0.9952999949455261,"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/T11719","display_name":"Data Quality and Management","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7838010787963867},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7091334462165833},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6840781569480896},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4717855155467987},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.44284874200820923},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4338458478450775},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4290291666984558},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4225744605064392},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.416643887758255},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4151454269886017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38189470767974854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3508426547050476},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2780662775039673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2049819529056549},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09569710493087769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838010787963867},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7091334462165833},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6840781569480896},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4717855155467987},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.44284874200820923},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4338458478450775},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4290291666984558},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4225744605064392},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.416643887758255},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4151454269886017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38189470767974854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3508426547050476},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2780662775039673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2049819529056549},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09569710493087769},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00607-018-0679-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-018-0679-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-018-0679-5.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00607-018-0679-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-018-0679-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-018-0679-5.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321759","display_name":"Stiftelsen f\u00f6r Kunskaps- och Kompetensutveckling","ror":"https://ror.org/02cbq7e25"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900908673.pdf","grobid_xml":"https://content.openalex.org/works/W2900908673.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W135604948","https://openalex.org/W335353633","https://openalex.org/W653982549","https://openalex.org/W803648453","https://openalex.org/W1500250067","https://openalex.org/W1515932031","https://openalex.org/W1527733826","https://openalex.org/W1528139245","https://openalex.org/W1591726984","https://openalex.org/W1764886900","https://openalex.org/W1846875827","https://openalex.org/W1976222091","https://openalex.org/W1984792997","https://openalex.org/W1994112111","https://openalex.org/W1995673897","https://openalex.org/W1995689188","https://openalex.org/W1997192094","https://openalex.org/W2007759057","https://openalex.org/W2017103195","https://openalex.org/W2023578311","https://openalex.org/W2031734573","https://openalex.org/W2035917552","https://openalex.org/W2059155352","https://openalex.org/W2059788796","https://openalex.org/W2060161902","https://openalex.org/W2067838808","https://openalex.org/W2072764742","https://openalex.org/W2078572874","https://openalex.org/W2085426673","https://openalex.org/W2093127642","https://openalex.org/W2096599888","https://openalex.org/W2097995023","https://openalex.org/W2098494622","https://openalex.org/W2099213660","https://openalex.org/W2103201239","https://openalex.org/W2106990403","https://openalex.org/W2111680530","https://openalex.org/W2113004498","https://openalex.org/W2117197113","https://openalex.org/W2123452736","https://openalex.org/W2125183781","https://openalex.org/W2126644064","https://openalex.org/W2134058882","https://openalex.org/W2137784941","https://openalex.org/W2139587243","https://openalex.org/W2144179818","https://openalex.org/W2146581901","https://openalex.org/W2149576945","https://openalex.org/W2154721480","https://openalex.org/W2158237121","https://openalex.org/W2167396179","https://openalex.org/W2170091282","https://openalex.org/W2296677182","https://openalex.org/W2481159763","https://openalex.org/W2491329306","https://openalex.org/W2525348695","https://openalex.org/W2618500794","https://openalex.org/W2749144149","https://openalex.org/W2790432277","https://openalex.org/W2963069375","https://openalex.org/W3125866593","https://openalex.org/W3172197133","https://openalex.org/W4232812186","https://openalex.org/W4233165551","https://openalex.org/W4237841550","https://openalex.org/W4251617391","https://openalex.org/W4289236183"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W4283160672","https://openalex.org/W1590965489"],"abstract_inverted_index":{"Data":[0],"aggregation":[1,35,67,183],"processes":[2,68],"are":[3],"essential":[4],"constituents":[5],"for":[6,146],"data":[7,34,66,182],"management":[8],"in":[9,69],"modern":[10],"computer":[11],"systems,":[12,22],"such":[13],"as":[14,86,169],"decision":[15],"support":[16],"systems":[17],"and":[18,30,54,81,124],"Internet":[19],"of":[20,33,50,65,72,89,100,108,121,134,172,181],"Things":[21],"many":[23],"with":[24],"timing":[25],"constraints.":[26],"Understanding":[27],"the":[28,41,48,51,87,98,101,119,122,126,143,148,164,170,178],"common":[29,80],"variable":[31,82],"features":[32],"processes,":[36],"especially":[37],"their":[38,79],"implications":[39,99],"to":[40,46,110,117,141],"time-related":[42],"properties,":[43],"is":[44],"key":[45],"improving":[47],"quality":[49],"designed":[52],"system":[53],"reduce":[55,125],"design":[56,127,135,174,180],"effort.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,104],"present":[62],"a":[63,70,106,132,173],"survey":[64],"variety":[71],"application":[73],"domains":[74],"from":[75],"literature.":[76],"We":[77,129,151],"investigate":[78],"features,":[83,103],"which":[84,115,176],"serves":[85,168],"basis":[88],"our":[90],"previously":[91],"proposed":[92],"taxonomy":[93],"called":[94],"DAGGTAX.":[95],"By":[96],"studying":[97],"DAGGTAX":[102,153,160],"formulate":[105],"set":[107,133],"constraints":[109],"be":[111],"satisfied":[112],"during":[113],"design,":[114],"helps":[116],"check":[118],"correctness":[120],"specifications":[123],"space.":[128],"also":[130,167],"provide":[131],"heuristics":[136],"that":[137,159],"could":[138],"help":[139],"designers":[140],"decide":[142],"appropriate":[144],"mechanisms":[145],"achieving":[147],"selected":[149],"features.":[150],"apply":[152],"on":[154],"industrial":[155],"case":[156],"studies,":[157],"showing":[158],"not":[161],"only":[162],"strengthens":[163],"understanding,":[165],"but":[166],"foundation":[171],"tool":[175],"facilitates":[177],"model-driven":[179],"processes.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-05T06:14:27.290980","created_date":"2025-10-10T00:00:00"}