{"id":"https://openalex.org/W4286447879","doi":"https://doi.org/10.36548/jucct.2022.2.003","title":"Predictive Analytics with Data Visualization","display_name":"Predictive Analytics with Data Visualization","publication_year":2022,"publication_date":"2022-07-21","ids":{"openalex":"https://openalex.org/W4286447879","doi":"https://doi.org/10.36548/jucct.2022.2.003"},"language":"en","primary_location":{"id":"doi:10.36548/jucct.2022.2.003","doi":"https://doi.org/10.36548/jucct.2022.2.003","is_oa":true,"landing_page_url":"https://doi.org/10.36548/jucct.2022.2.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210237833","display_name":"Journal of Ubiquitous Computing and Communication Technologies","issn_l":"2582-337X","issn":["2582-337X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ubiquitous Computing and Communication Technologies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.36548/jucct.2022.2.003","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035809866","display_name":"Satheeshkumar Palanisamy","orcid":"https://orcid.org/0000-0002-9267-4381","observed_orcids":["https://orcid.org/0000-0002-9267-4381"]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Satheeshkumar Palanisamy","raw_affiliation_strings":["Assistant Professor, Coimbatore Institute of Technology, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Coimbatore Institute of Technology, Coimbatore, India","institution_ids":["https://openalex.org/I4405262155"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035809866"],"corresponding_institution_ids":["https://openalex.org/I4405262155"],"apc_list":null,"apc_paid":null,"fwci":2.2841,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89660899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"4","issue":"2","first_page":"75","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9965999722480774,"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":0.9965999722480774,"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/T10799","display_name":"Data Visualization and Analytics","score":0.0008999999845400453,"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":0.0006000000284984708,"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/predictive-analytics","display_name":"predictive analytics","score":1.0},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.9900000095367432},{"id":"https://openalex.org/keywords/interactive-dashboard","display_name":"interactive dashboard","score":0.8629999756813049},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"data acquisition","score":0.781000018119812},{"id":"https://openalex.org/keywords/big-data-storage","display_name":"big data storage","score":0.7839999794960022},{"id":"https://openalex.org/keywords/data-transformation","display_name":"data transformation","score":0.8799999952316284},{"id":"https://openalex.org/keywords/data-wrangling","display_name":"data wrangling","score":0.9769999980926514},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.9020000100135803},{"id":"https://openalex.org/keywords/customer-transaction-data","display_name":"customer transaction data","score":0.7369999885559082},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"business intelligence","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7534315586090088},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.724365234375},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.7103695869445801},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.7052097916603088},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6824021935462952},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6277990341186523},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.604952871799469},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5510103702545166},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.5270141363143921},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5117180347442627},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4951454699039459},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4859370291233063},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46728429198265076},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.46157631278038025},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.41472500562667847},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29895907640457153},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.19861248135566711},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.10896182060241699},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0975523591041565},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.0888877809047699},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36548/jucct.2022.2.003","doi":"https://doi.org/10.36548/jucct.2022.2.003","is_oa":true,"landing_page_url":"https://doi.org/10.36548/jucct.2022.2.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210237833","display_name":"Journal of Ubiquitous Computing and Communication Technologies","issn_l":"2582-337X","issn":["2582-337X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ubiquitous Computing and Communication Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36548/jucct.2022.2.003","doi":"https://doi.org/10.36548/jucct.2022.2.003","is_oa":true,"landing_page_url":"https://doi.org/10.36548/jucct.2022.2.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210237833","display_name":"Journal of Ubiquitous Computing and Communication Technologies","issn_l":"2582-337X","issn":["2582-337X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ubiquitous Computing and Communication Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1969852690","https://openalex.org/W2003253977","https://openalex.org/W2005938137","https://openalex.org/W2051154451","https://openalex.org/W2069757057","https://openalex.org/W2106728628","https://openalex.org/W2110312652","https://openalex.org/W2119800019","https://openalex.org/W2150674271","https://openalex.org/W2292313153","https://openalex.org/W2547480331","https://openalex.org/W2720575949","https://openalex.org/W2953662356","https://openalex.org/W2997055679","https://openalex.org/W3005764336","https://openalex.org/W3186030914","https://openalex.org/W3217484382"],"related_works":["https://openalex.org/W7161033418","https://openalex.org/W4410508043","https://openalex.org/W4296195315","https://openalex.org/W2587931941","https://openalex.org/W7161258110","https://openalex.org/W3017038401","https://openalex.org/W2496041693","https://openalex.org/W4414179200","https://openalex.org/W575044391","https://openalex.org/W6922609223"],"abstract_inverted_index":{"There":[0],"has":[1,35],"been":[2],"tremendous":[3],"growth":[4],"for":[5,149],"the":[6,36,52,104,120,146,150,154,157,170,188,192],"need":[7,53],"of":[8,39,54,59,97,115,179,191],"analytics":[9,117,181],"and":[10,24,47,56,94,99,162],"BI":[11],"tools":[12,134,165],"in":[13,16,27,67,142,153,166],"every":[14,17,140],"organization,":[15],"sector":[18],"such":[19],"as":[20],"finance,":[21],"software,":[22],"medicine":[23],"even":[25],"astronomy":[26],"order":[28,143,167],"to":[29,49,80,110,144,168,173],"better":[30,50],"overall":[31],"performance.":[32],"C-factor":[33],"Computing":[34],"same":[37],"vision":[38],"empowering":[40],"their":[41],"existing":[42,92,189],"products":[43,190],"through":[44,132],"data":[45,73,75,96,107,151],"analysis":[46],"forecasting":[48],"suit":[51],"customers":[55,98],"decision":[57],"making":[58],"stakeholders.":[60],"The":[61,125],"project":[62,158],"involves":[63,90],"5":[64],"key":[65,126],"aspects":[66,127],"Analytics":[68],"-":[69],"Data":[70,77,82,88],"Acquisition,":[71],"Big":[72],"or":[74],"Storage,":[76],"Transformation":[78],"(Unstructured":[79],"Structured),":[81],"Wrangling,":[83],"Predictive":[84],"Modeling":[85],"/":[86],"Visualization.":[87],"Acquisition":[89],"gathering":[91],"transactional":[93],"search":[95],"travel":[100],"aggregators":[101],"who":[102],"use":[103],"product.":[105],"This":[106],"is":[108],"used":[109],"create":[111],"powerful":[112],"dashboards":[113],"capable":[114,178],"predictive":[116,180],"which":[118,182],"help":[119],"company":[121],"make":[122],"informed":[123],"choices.":[124],"mentioned":[128],"can":[129,183],"be":[130,185],"achieved":[131],"various":[133],"available":[135],"but":[136],"requires":[137],"testing":[138],"at":[139],"stage":[141],"realize":[145],"appropriate":[147],"software":[148],"present":[152],"company.":[155,193],"Hence":[156],"deals":[159],"with":[160],"studying":[161],"implementing":[163],"selected":[164],"provide":[169],"right":[171],"framework":[172],"achieve":[174],"an":[175],"interactive":[176],"dashboard":[177],"also":[184],"integrated":[186],"into":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-07-22T00:00:00"}
