{"id":"https://openalex.org/W55197077","doi":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","title":"Analysis","display_name":"Analysis","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W55197077","doi":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","mag":"55197077"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-404576-7.00009-5","doi":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Principles of Big Data","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4233037248","display_name":"Principles of Big Data"},"type":"book-chapter","is_traditional":true,"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/A5064983883","display_name":"Jules J. Berman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jules J. Berman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5064983883"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9286999702453613,"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":0.9286999702453613,"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/T13141","display_name":"Statistical Methods and Applications","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.0035000001080334187,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/data-preparation","display_name":"data preparation","score":0.6589999794960022},{"id":"https://openalex.org/keywords/data-analysis","display_name":"data analysis","score":0.45100000500679016},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9120000004768372},{"id":"https://openalex.org/keywords/small-data","display_name":"small data","score":0.9399999976158142},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"data acquisition","score":0.5189999938011169},{"id":"https://openalex.org/keywords/statistical-interpretation","display_name":"statistical interpretation","score":0.9369999766349792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6794869899749756},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6720448732376099},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.669955313205719},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5491299629211426},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.4965100884437561},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4631378650665283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2013798952102661},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.06650170683860779},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-12-404576-7.00009-5","doi":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-404576-7.00009-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Principles of Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W564476633","https://openalex.org/W580754190","https://openalex.org/W603723648","https://openalex.org/W1580145217","https://openalex.org/W1598064945","https://openalex.org/W1608094059","https://openalex.org/W1985928398","https://openalex.org/W1997482802","https://openalex.org/W2022397091","https://openalex.org/W2023205960","https://openalex.org/W2024822961","https://openalex.org/W2025617819","https://openalex.org/W2066819168","https://openalex.org/W2070682624","https://openalex.org/W2091232725","https://openalex.org/W2098386120","https://openalex.org/W2142827986","https://openalex.org/W2150575159","https://openalex.org/W2165700458","https://openalex.org/W2565890363","https://openalex.org/W4247037986"],"related_works":["https://openalex.org/W3007997593","https://openalex.org/W4255130600","https://openalex.org/W4245294947","https://openalex.org/W4213313644","https://openalex.org/W2499340550","https://openalex.org/W4400586140","https://openalex.org/W7167711220","https://openalex.org/W4248047347","https://openalex.org/W7035909326","https://openalex.org/W2479827185"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}