{"id":"https://openalex.org/W2802394285","doi":"https://doi.org/10.1007/978-3-662-55433-3_4","title":"Variety Management for Big Data","display_name":"Variety Management for Big Data","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2802394285","doi":"https://doi.org/10.1007/978-3-662-55433-3_4","mag":"2802394285"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-55433-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-55433-3_4","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5027682166","display_name":"Wolfgang Mayer","orcid":"https://orcid.org/0000-0002-2154-2269"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wolfgang Mayer","raw_affiliation_strings":["University of South Australia, Mawson Lakes, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Mawson Lakes, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052058223","display_name":"Georg Gro\u00dfmann","orcid":"https://orcid.org/0000-0003-4415-2228"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Georg Grossmann","raw_affiliation_strings":["University of South Australia, Mawson Lakes, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Mawson Lakes, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022946831","display_name":"Matt Selway","orcid":"https://orcid.org/0000-0001-6220-6352"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Matt Selway","raw_affiliation_strings":["University of South Australia, Mawson Lakes, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Mawson Lakes, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045522312","display_name":"Jan Stan\u011bk","orcid":"https://orcid.org/0000-0003-0499-8317"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jan Stanek","raw_affiliation_strings":["University of South Australia, Mawson Lakes, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Mawson Lakes, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019515177","display_name":"Markus Stumptner","orcid":"https://orcid.org/0000-0002-7125-3289"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Markus Stumptner","raw_affiliation_strings":["University of South Australia, Mawson Lakes, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Mawson Lakes, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027682166"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":null,"apc_paid":null,"fwci":3.783,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93327493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9984999895095825,"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":0.9984999895095825,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9926000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.8521146774291992},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8354572057723999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7351404428482056},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6075410842895508},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5435649156570435},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.506086528301239},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.49286413192749023},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4645850956439972},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.4566378593444824},{"id":"https://openalex.org/keywords/lift","display_name":"Lift (data mining)","score":0.41482454538345337},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26910704374313354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21260985732078552},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11694484949111938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0956261157989502}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.8521146774291992},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8354572057723999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7351404428482056},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6075410842895508},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5435649156570435},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.506086528301239},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.49286413192749023},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4645850956439972},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.4566378593444824},{"id":"https://openalex.org/C139002025","wikidata":"https://www.wikidata.org/wiki/Q3001212","display_name":"Lift (data mining)","level":2,"score":0.41482454538345337},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26910704374313354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21260985732078552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11694484949111938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0956261157989502},{"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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-55433-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-55433-3_4","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W86006739","https://openalex.org/W1509087931","https://openalex.org/W1529731474","https://openalex.org/W1635892993","https://openalex.org/W1679882079","https://openalex.org/W1965979806","https://openalex.org/W2294437779","https://openalex.org/W2611894836","https://openalex.org/W2612167364","https://openalex.org/W2769209587","https://openalex.org/W4241410814"],"related_works":["https://openalex.org/W2379265733","https://openalex.org/W2170906434","https://openalex.org/W3084772717","https://openalex.org/W3199469221","https://openalex.org/W2374379029","https://openalex.org/W1503116306","https://openalex.org/W2183628870","https://openalex.org/W2189603309","https://openalex.org/W2383201407","https://openalex.org/W2545809202"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
