{"id":"https://openalex.org/W2947392691","doi":"https://doi.org/10.1007/978-3-030-16660-1_4","title":"Strategies and Challenges in Big Data: A Short Review","display_name":"Strategies and Challenges in Big Data: A Short Review","publication_year":2019,"publication_date":"2019-04-13","ids":{"openalex":"https://openalex.org/W2947392691","doi":"https://doi.org/10.1007/978-3-030-16660-1_4","mag":"2947392691"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16660-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16660-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"review","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/A5054471482","display_name":"D. K. Santhosh Kumar","orcid":"https://orcid.org/0000-0002-9179-3864"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"D. K. Santhosh Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Canara Engineering College Mangalore, VTU, Belagavi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Canara Engineering College Mangalore, VTU, Belagavi, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088837614","display_name":"Demian Antony D\u2019Mello","orcid":"https://orcid.org/0000-0001-7184-6853"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Demian Antony D\u2018Mello","raw_affiliation_strings":["Department of Computer Science and Engineering, Canara Engineering College Mangalore, VTU, Belagavi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Canara Engineering College Mangalore, VTU, Belagavi, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054471482"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7323,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83915592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9968000054359436,"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/T11719","display_name":"Data Quality and Management","score":0.9944000244140625,"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/big-data","display_name":"Big data","score":0.9023535847663879},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7875279188156128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7314221858978271},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6320502161979675},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6100233793258667},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.49436020851135254},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4885157346725464},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.4714083671569824},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42247533798217773},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4146384298801422},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28192004561424255},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15946805477142334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10925629734992981}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9023535847663879},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7875279188156128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7314221858978271},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6320502161979675},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6100233793258667},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.49436020851135254},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4885157346725464},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.4714083671569824},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42247533798217773},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4146384298801422},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28192004561424255},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15946805477142334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10925629734992981},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-16660-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16660-1_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W937729739","https://openalex.org/W1562954808","https://openalex.org/W1573197814","https://openalex.org/W1576962511","https://openalex.org/W1608194207","https://openalex.org/W1871395573","https://openalex.org/W1918839972","https://openalex.org/W1971039378","https://openalex.org/W1978581090","https://openalex.org/W1987995612","https://openalex.org/W2000432868","https://openalex.org/W2018821139","https://openalex.org/W2036572788","https://openalex.org/W2039902065","https://openalex.org/W2040263621","https://openalex.org/W2062277303","https://openalex.org/W2064853889","https://openalex.org/W2076684951","https://openalex.org/W2090559388","https://openalex.org/W2103778019","https://openalex.org/W2121456247","https://openalex.org/W2132853433","https://openalex.org/W2138987634","https://openalex.org/W2141245797","https://openalex.org/W2144405306","https://openalex.org/W2149140091","https://openalex.org/W2157954477","https://openalex.org/W2159128662","https://openalex.org/W2159588611","https://openalex.org/W2171612826","https://openalex.org/W2219546334","https://openalex.org/W2261525379","https://openalex.org/W2290480557","https://openalex.org/W2335024046","https://openalex.org/W2484021251","https://openalex.org/W2487200295","https://openalex.org/W2577606900","https://openalex.org/W2609731728","https://openalex.org/W2724111113","https://openalex.org/W2773180079","https://openalex.org/W3104305579","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W4372291825","https://openalex.org/W2337265393","https://openalex.org/W3212453887","https://openalex.org/W3022860950"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
