{"id":"https://openalex.org/W3016993853","doi":"https://doi.org/10.1109/iccs45141.2019.9065491","title":"Deriving Big Data insights using Data Visualization Techniques","display_name":"Deriving Big Data insights using Data Visualization Techniques","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W3016993853","doi":"https://doi.org/10.1109/iccs45141.2019.9065491","mag":"3016993853"},"language":"en","primary_location":{"id":"doi:10.1109/iccs45141.2019.9065491","doi":"https://doi.org/10.1109/iccs45141.2019.9065491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs45141.2019.9065491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607829","display_name":"International Conference on Intelligent Computing and Control Systems (ICICCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Intelligent Computing and Control Systems (ICCS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5080497414","display_name":"Jesintha Bala Chandrasekar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114602248","display_name":"Bharat Electronics (India)","ror":"https://ror.org/00edfym28","country_code":"IN","type":"company","lineage":["https://openalex.org/I114602248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jesintha Bala Chandrasekar","raw_affiliation_strings":["Central Research Laboratory Bharat Electronics Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Research Laboratory Bharat Electronics Limited, Bangalore, India","institution_ids":["https://openalex.org/I114602248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043914995","display_name":"Shivakumar Murugesh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114602248","display_name":"Bharat Electronics (India)","ror":"https://ror.org/00edfym28","country_code":"IN","type":"company","lineage":["https://openalex.org/I114602248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivakumar Murugesh","raw_affiliation_strings":["Central Research Laboratory Bharat Electronics Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Research Laboratory Bharat Electronics Limited, Bangalore, India","institution_ids":["https://openalex.org/I114602248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039671100","display_name":"Vasudeva Rao Prasadula","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114602248","display_name":"Bharat Electronics (India)","ror":"https://ror.org/00edfym28","country_code":"IN","type":"company","lineage":["https://openalex.org/I114602248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vasudeva Rao Prasadula","raw_affiliation_strings":["Central Research Laboratory Bharat Electronics Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Research Laboratory Bharat Electronics Limited, Bangalore, India","institution_ids":["https://openalex.org/I114602248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114602248"],"apc_list":null,"apc_paid":null,"fwci":0.1015,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.41085052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"724","last_page":"731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9814000129699707,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9814000129699707,"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"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.012000000104308128,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0024999999441206455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.828000009059906},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.9879999756813049},{"id":"https://openalex.org/keywords/ggplot2","display_name":"ggplot2","score":0.8659999966621399},{"id":"https://openalex.org/keywords/grammar-of-graphics","display_name":"grammar of graphics","score":0.9829999804496765},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.8629999756813049},{"id":"https://openalex.org/keywords/real-time-data","display_name":"real-time data","score":0.8360000252723694},{"id":"https://openalex.org/keywords/public-distribution-system","display_name":"public distribution system","score":0.7279999852180481},{"id":"https://openalex.org/keywords/parameter-relationships","display_name":"parameter relationships","score":0.5699999928474426},{"id":"https://openalex.org/keywords/behavioral-patterns","display_name":"behavioral patterns","score":0.4659999907016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112208843231201},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6818174123764038},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6752041578292847},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6552569270133972},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5784914493560791},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.547637939453125},{"id":"https://openalex.org/C28883458","wikidata":"https://www.wikidata.org/wiki/Q3427422","display_name":"Statistical graphics","level":3,"score":0.5475278496742249},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5313634872436523},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5166183114051819},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5024890899658203},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44957435131073},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4273061752319336},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4240607023239136},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4213590621948242},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.41487085819244385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2125127911567688},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15703773498535156},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccs45141.2019.9065491","doi":"https://doi.org/10.1109/iccs45141.2019.9065491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs45141.2019.9065491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607829","display_name":"International Conference on Intelligent Computing and Control Systems (ICICCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Intelligent Computing and Control Systems (ICCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1896226795","https://openalex.org/W1918839972","https://openalex.org/W2000432868","https://openalex.org/W2022893238","https://openalex.org/W2057006722","https://openalex.org/W2071124968","https://openalex.org/W2137394710","https://openalex.org/W2338188909","https://openalex.org/W2554382158","https://openalex.org/W2592230399","https://openalex.org/W2613310014","https://openalex.org/W2751110224","https://openalex.org/W2765151682","https://openalex.org/W2778255916","https://openalex.org/W2787301393"],"related_works":["https://openalex.org/W7162693432","https://openalex.org/W2796783838","https://openalex.org/W3011299934","https://openalex.org/W7212072506","https://openalex.org/W2786742159","https://openalex.org/W2598595447","https://openalex.org/W2767067689","https://openalex.org/W2900685806","https://openalex.org/W2576792527","https://openalex.org/W4382449876"],"abstract_inverted_index":{"Exponential":[0],"growth":[1],"rate":[2],"in":[3,7,21,78,102,194,210],"the":[4,11,13,22,26,34,39,43,47,55,59,62,67,70,92,97,112,119,131,143,153,161,177,181,188,195,201,211,220,228],"data":[5,30,41,56,73,101,109,120,123,158,217],"generation":[6],"diverse":[8],"fields":[9],"revolutionized":[10],"way":[12],"analytics":[14],"tools":[15,139],"and":[16,33,46,58,76,94,122,126,138,190,225],"machine":[17],"learning":[18],"algorithms":[19],"applied":[20],"Big":[23,85],"Data.":[24],"Considering":[25],"pace":[27],"at":[28,42],"which":[29],"is":[31,49,64,74,111,146,150,164,176,184],"generated":[32],"variety":[35],"of":[36,69,84,99,115,135,169,174,200],"data,":[37,116],"identifying":[38],"right":[40,44,144],"time":[45,72,213],"relationship":[48,60,93,221],"crucial":[50],"to":[51,90,95,218,226],"make":[52],"decisions.":[53],"Identifying":[54],"type":[57],"between":[61,222],"parameters":[63,224],"challenging":[65],"as":[66,82,160,180],"size":[68],"real":[71],"massive":[75],"dynamic":[77],"nature.":[79],"Data":[80,86],"Visualization":[81],"part":[83],"Exploratory":[87],"analysis":[88,199],"helps":[89,193],"identify":[91,219],"understand":[96,227],"characteristics":[98],"big":[100],"an":[103],"effective":[104],"way.":[105],"In":[106],"other":[107,189],"words,":[108],"visualization":[110,136,159],"graphical":[113],"representation":[114],"it":[117,192],"links":[118],"availability":[121],"analysis,":[124],"organizes":[125],"presents":[127],"important":[128],"findings":[129],"from":[130],"data.":[132,202],"As":[133],"plenty":[134],"packages":[137],"are":[140],"available,":[141],"choosing":[142],"tool":[145,156],"very":[147],"important.":[148],"gglot2":[149],"one":[151],"among":[152],"statistical":[154],"graphics":[155],"for":[157],"working":[162],"model":[163],"entirely":[165],"based":[166],"on":[167,187],"grammar":[168],"graphics.":[170],"The":[171],"unique":[172],"feature":[173,205],"ggplot":[175],"layered":[178],"approach,":[179],"each":[182],"component":[183],"highly":[185],"interdependent":[186],"so":[191],"step":[196,198],"by":[197],"With":[203],"this":[204],"available":[206],"ggplot2":[207],"was":[208],"used":[209],"Real":[212],"Public":[214],"Distribution":[215],"System":[216],"various":[223],"behavior":[229],"pattern.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2020-04-24T00:00:00"}