{"id":"https://openalex.org/W2884900481","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","title":"Review of Programming Languages and Tools for Big Data Analytics","display_name":"Review of Programming Languages and Tools for Big Data Analytics","publication_year":2017,"publication_date":"2017-06-20","ids":{"openalex":"https://openalex.org/W2884900481","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","mag":"2884900481"},"language":"en","primary_location":{"id":"pmh:oai:ijarcs.info:article/3578","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/3578","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v8i5","raw_type":"Review Article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://ijarcs.info/index.php/index/article/view/3578","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049694218","display_name":"Tamanna Siddiqui","orcid":"https://orcid.org/0000-0002-0068-4241","observed_orcids":["https://orcid.org/0000-0002-0068-4241"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tamanna Siddiqui","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0068-4241","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037061415","display_name":"Mohammad AlKadri","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad AlKadri","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103954426","display_name":"Najeeb Ahmad Khan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Najeeb Ahmad Khan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3707,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.54666667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"8","issue":"5","first_page":"1112","last_page":"1118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9800000190734863,"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":0.9800000190734863,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.00989999994635582,"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"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.0020000000949949026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data-analytics","display_name":"big data analytics","score":0.9789999723434448},{"id":"https://openalex.org/keywords/programming-languages","display_name":"programming languages","score":0.9959999918937683},{"id":"https://openalex.org/keywords/statistical-tools","display_name":"statistical tools","score":0.7490000128746033},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.8669999837875366},{"id":"https://openalex.org/keywords/data-analysis-software","display_name":"data analysis software","score":0.5410000085830688},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"unstructured data","score":0.7229999899864197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9038087129592896},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8225958943367004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6807662844657898},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.523678719997406},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4422619640827179},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.4420279264450073},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4334263503551483},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.42717245221138},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22846096754074097}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:ijarcs.info:article/3578","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/3578","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v8i5","raw_type":"Review Article"},{"id":"mag:2884900481","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","is_oa":true,"landing_page_url":"http://www.ijarcs.info/index.php/Ijarcs/article/download/3578/3488","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Advanced Research in Computer Science","raw_type":null}],"best_oa_location":{"id":"pmh:oai:ijarcs.info:article/3578","doi":"https://doi.org/10.26483/ijarcs.v8i5.3578","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/3578","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v8i5","raw_type":"Review Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1538667627","https://openalex.org/W2101234009","https://openalex.org/W2109574129"],"related_works":["https://openalex.org/W2974516204","https://openalex.org/W3177213910","https://openalex.org/W6997466832","https://openalex.org/W2942348442","https://openalex.org/W2342036687","https://openalex.org/W2801320321","https://openalex.org/W4206077189","https://openalex.org/W7219861591","https://openalex.org/W4405601152","https://openalex.org/W2480116032"],"abstract_inverted_index":{"Big":[0],"data":[1,7,21,27,43,55,92],"is":[2],"a":[3,61,76],"large":[4],"pool":[5],"of":[6,64,68,79],"that":[8],"can":[9],"be":[10],"captured,":[11],"communicated,":[12],"aggregated,":[13],"stored,":[14],"and":[15,31,37,41,50,66,71,86],"analyzed.":[16],"This":[17,73],"fact":[18],"made":[19],"big":[20,91],"material":[22],"an":[23],"attractive":[24],"area":[25],"for":[26],"scientists":[28,56],"to":[29,35,47,59,100],"innovate":[30],"practice":[32],"their":[33],"algorithms":[34],"implement":[36],"analyze":[38],"this":[39],"complex":[40],"unstructured":[42],"pool.":[44],"In":[45],"order":[46],"fully":[48],"appreciate":[49],"carry":[51],"out":[52],"these":[53],"tasks,":[54],"are":[57],"required":[58],"have":[60],"specific":[62],"kind":[63],"knowledge":[65],"usage":[67],"powerful":[69],"languages":[70],"tools.":[72],"paper":[74],"presents":[75],"systematic":[77],"review":[78],"programming":[80],"languages,":[81],"statistical":[82],"tools,":[83],"analytical":[84],"solutions":[85],"visualization":[87],"applications":[88],"available":[89],"in":[90],"analytics":[93],"area.":[94],"Comparative":[95],"study":[96],"has":[97],"been":[98],"done":[99],"produce":[101],"some":[102],"concluding":[103],"remarks.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2018-08-03T00:00:00"}
