{"id":"https://openalex.org/W2581315892","doi":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","title":"Data Mining, Big Data, Data Analytics","display_name":"Data Mining, Big Data, Data Analytics","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2581315892","doi":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","mag":"2581315892"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-5225-1871-6.ch005","doi":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","pdf_url":null,"source":{"id":"https://openalex.org/S4210203469","display_name":"Advances in library and information science (ALIS) book series","issn_l":"2326-4136","issn":["2326-4136","2326-4144"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Library and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2579916111","display_name":"Library and Information Services for Bioinformatics Education and Research"},"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/A5051512177","display_name":"Priya P. Panigrahi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priya P. Panigrahi","raw_affiliation_strings":["Jaypee University of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee University of Information Technology, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011110357","display_name":"Tiratha Raj Singh","orcid":"https://orcid.org/0000-0003-1109-5626","observed_orcids":["https://orcid.org/0000-0003-1109-5626"]},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tiratha Raj Singh","raw_affiliation_strings":["Jaypee University of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee University of Information Technology, India","institution_ids":["https://openalex.org/I153954893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153954893"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9932000041007996,"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":0.9932000041007996,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.0012000000569969416,"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":1.0},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.8029999732971191},{"id":"https://openalex.org/keywords/data-analytics","display_name":"data analytics","score":0.9390000104904175},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"bioinformatics","score":0.9160000085830688},{"id":"https://openalex.org/keywords/next-generation-sequencing","display_name":"next-generation sequencing","score":0.8709999918937683},{"id":"https://openalex.org/keywords/biological-data","display_name":"biological data","score":0.8479999899864197},{"id":"https://openalex.org/keywords/data-lifecycle","display_name":"data lifecycle","score":0.9150000214576721},{"id":"https://openalex.org/keywords/big-data-tools","display_name":"big data tools","score":0.6690000295639038},{"id":"https://openalex.org/keywords/big-data-challenges","display_name":"big data challenges","score":0.6919999718666077},{"id":"https://openalex.org/keywords/data-storage","display_name":"data storage","score":0.5669999718666077}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9066575765609741},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7282125949859619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991061568260193},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6175107955932617},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5246682167053223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3033759593963623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/978-1-5225-1871-6.ch005","doi":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-5225-1871-6.ch005","pdf_url":null,"source":{"id":"https://openalex.org/S4210203469","display_name":"Advances in library and information science (ALIS) book series","issn_l":"2326-4136","issn":["2326-4136","2326-4144"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Library and Information Science","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":33,"referenced_works":["https://openalex.org/W12486330","https://openalex.org/W139852187","https://openalex.org/W245810771","https://openalex.org/W1494137514","https://openalex.org/W1968659469","https://openalex.org/W1972451896","https://openalex.org/W1976860187","https://openalex.org/W2028133290","https://openalex.org/W2039288348","https://openalex.org/W2059278160","https://openalex.org/W2082565035","https://openalex.org/W2090259550","https://openalex.org/W2095178814","https://openalex.org/W2097684292","https://openalex.org/W2106652842","https://openalex.org/W2107782151","https://openalex.org/W2120751691","https://openalex.org/W2122465391","https://openalex.org/W2131715540","https://openalex.org/W2131975293","https://openalex.org/W2134184781","https://openalex.org/W2142827986","https://openalex.org/W2148528837","https://openalex.org/W2157419232","https://openalex.org/W2159128662","https://openalex.org/W2159482845","https://openalex.org/W2164298117","https://openalex.org/W2166445532","https://openalex.org/W2166559705","https://openalex.org/W2171806271","https://openalex.org/W2517015973","https://openalex.org/W4250768430","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W4253235685","https://openalex.org/W4245701730","https://openalex.org/W4391546863","https://openalex.org/W2966572031","https://openalex.org/W4387395601","https://openalex.org/W2774554590","https://openalex.org/W3137913601","https://openalex.org/W4404065532","https://openalex.org/W4248045222","https://openalex.org/W2145674028"],"abstract_inverted_index":{"In":[0],"this":[1,106],"digital":[2],"and":[3,8,22,51,81,137],"computing":[4],"world,":[5],"data":[6,20,31,40,49,60,79,94,107,110,127,142],"formation":[7],"collection":[9],"rate":[10],"are":[11],"growing":[12],"very":[13],"rapidly.":[14],"With":[15,44,86],"these":[16],"improved":[17],"proficiencies":[18],"of":[19,30,39,53,58,71,89,92,118,124,134],"storage":[21,50],"fast":[23],"computation":[24],"along":[25],"with":[26,140,143],"the":[27,33,35,45,56,68,87,90,119,135],"real-time":[28],"distribution":[29],"through":[32,95],"internet,":[34],"usual":[36],"everyday":[37],"ingestion":[38],"is":[41,101],"mounting":[42],"exponentially.":[43],"continuous":[46],"advancement":[47],"in":[48,84],"accessibility":[52],"smart":[54],"devices,":[55],"impact":[57,83],"big":[59,72,78,109,131,141],"will":[61],"continue":[62],"to":[63,104,146],"develop.":[64],"This":[65],"chapter":[66,113],"provides":[67],"fundamental":[69],"concepts":[70],"data,":[73,132],"its":[74,82],"benefits,":[75],"probable":[76],"pitfalls,":[77],"analytics":[80],"Bioinformatics.":[85],"generation":[88,97],"deluge":[91],"biological":[93],"next":[96],"sequencing":[98],"projects,":[99],"there":[100],"a":[102,116,125],"need":[103],"handle":[105],"trough":[108],"techniques.":[111],"The":[112],"also":[114],"presents":[115],"discussion":[117],"tools":[120],"for":[121],"analytics,":[122],"development":[123],"novel":[126],"life":[128],"cycle":[129],"on":[130],"details":[133],"problems":[136],"challenges":[138],"connected":[139],"special":[144],"relevance":[145],"bioinformatics.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-02-03T00:00:00"}
