{"id":"https://openalex.org/W3014701808","doi":"https://doi.org/10.1515/itit-2020-0008","title":"Algorithms for Big Data","display_name":"Algorithms for Big Data","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3014701808","doi":"https://doi.org/10.1515/itit-2020-0008","mag":"3014701808"},"language":"en","primary_location":{"id":"doi:10.1515/itit-2020-0008","is_oa":true,"landing_page_url":"https://doi.org/10.1515/itit-2020-0008","pdf_url":"https://www.degruyter.com/document/doi/10.1515/itit-2020-0008/pdf","source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.degruyter.com/document/doi/10.1515/itit-2020-0008/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103183708","display_name":"Ulrich Meyer","orcid":"https://orcid.org/0000-0002-1197-3153"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ulrich Meyer","raw_affiliation_strings":["Goethe Universit\u00e4t Frankfurt , Frankfurt , Germany"],"affiliations":[{"raw_affiliation_string":"Goethe Universit\u00e4t Frankfurt , Frankfurt , Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009128577","display_name":"Ziawasch Abedjan","orcid":"https://orcid.org/0000-0002-2846-1373"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ziawasch Abedjan","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Berlin , Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103183708"],"corresponding_institution_ids":["https://openalex.org/I114090438"],"apc_list":null,"apc_paid":null,"fwci":0.8312,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84243162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"62","issue":"3-4","first_page":"117","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.6043000221252441,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.6043000221252441,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/big-data","display_name":"Big data","score":0.5569884181022644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.548995852470398},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39055800437927246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24693357944488525}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5569884181022644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.548995852470398},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39055800437927246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24693357944488525}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/itit-2020-0008","is_oa":true,"landing_page_url":"https://doi.org/10.1515/itit-2020-0008","pdf_url":"https://www.degruyter.com/document/doi/10.1515/itit-2020-0008/pdf","source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1515/itit-2020-0008","is_oa":true,"landing_page_url":"https://doi.org/10.1515/itit-2020-0008","pdf_url":"https://www.degruyter.com/document/doi/10.1515/itit-2020-0008/pdf","source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014701808.pdf","grobid_xml":"https://content.openalex.org/works/W3014701808.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W280853923","https://openalex.org/W2767632110","https://openalex.org/W3095362084","https://openalex.org/W1039292361","https://openalex.org/W1969825948","https://openalex.org/W2551093110","https://openalex.org/W2792109275","https://openalex.org/W2397053934","https://openalex.org/W4200541054","https://openalex.org/W2148016376"],"abstract_inverted_index":{"The":[0],"vast":[1],"amount":[2],"of":[3,9,37,67,106,112,163],"existing":[4],"data":[5,59,68,108],"in":[6,131,151,210],"various":[7,149],"fields":[8],"industry,":[10],"such":[11,49,101],"as":[12,50,102],"health,":[13],"finance,":[14],"and":[15,17,25,35,41,53,69,80,86,104,123,159,165,189,197,213],"automotives,":[16],"its":[18,170],"fast":[19,70],"growth":[20],"through":[21],"social":[22],"networks,":[23],"sensors,":[24],"smart":[26],"devices":[27],"makes":[28],"continuous":[29],"research":[30,94,175],"on":[31,141,193],"the":[32,43,76,116,136,152,183,190],"impact,":[33],"opportunities,":[34],"boundaries":[36],"Big":[38,120,128,144,173,181,185],"Data":[39,121,129,145,174,186,195],"necessary":[40],"inevitable.At":[42],"same":[44],"time,":[45],"distributed":[46],"processing":[47,60],"systems,":[48],"Hadoop,":[51],"Flink,":[52],"Spark":[54],"allow":[55],"engineers":[56],"to":[57,74,97,126,201],"create":[58],"software":[61],"that":[62],"can":[63],"handle":[64],"large":[65],"volumes":[66],"paced":[71],"streams.In":[72],"order":[73],"achieve":[75],"best":[77],"possible":[78],"speedups":[79],"scalability,":[81],"however,":[82],"new":[83],"algorithmic":[84,157],"insights":[85],"their":[87],"efficient":[88],"implementation":[89],"are":[90],"crucial,":[91],"too.Furthermore,":[92],"current":[93],"still":[95],"tries":[96],"overcome":[98],"challenging":[99],"dimensions,":[100],"variety":[103],"veracity":[105],"data.Also":[107],"privacy":[109],"is":[110,168],"becoming":[111],"significant":[113],"importance":[114],"by":[115],"day.In":[117],"Germany,":[118],"several":[119,202],"projects":[122,150],"initiatives":[124],"try":[125],"tackle":[127],"problems":[130],"a":[132],"focused":[133],"manner.For":[134],"example,":[135],"priority":[137],"programme":[138],"DFG-SPP":[139],"1736":[140],"Algorithms":[142],"for":[143,172,180],"has":[146],"been":[147],"funding":[148,171],"targeting":[153],"technological":[154],"challenges,":[155],"fundamental":[156],"techniques,":[158],"applications.The":[160],"Federal":[161],"Ministry":[162],"Education":[164],"Research":[166],"(BMBF)":[167],"expanding":[169],"from":[176],"two":[177],"competence":[178,204],"centers":[179,205],"Data:":[182],"Berlin":[184],"Center":[187,192],"(BBDC)":[188],"Competence":[191],"Scalable":[194],"Solutions":[196],"Services":[198],"(ScaDS)":[199],"Dresden/Leipzig":[200],"AI":[203],"throughout":[206],"Germany":[207],"now":[208],"also":[209],"T\u00fcbingen,":[211],"Darmstadt,":[212],"Munich.":[214]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}