{"id":"https://openalex.org/W2914265602","doi":"https://doi.org/10.1109/bigdata.2018.8622182","title":"Big Data Augmentation with Data Warehouse: A Survey","display_name":"Big Data Augmentation with Data Warehouse: A Survey","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914265602","doi":"https://doi.org/10.1109/bigdata.2018.8622182","mag":"2914265602"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","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/A5009177208","display_name":"Umar Aftab","orcid":null},"institutions":[{"id":"https://openalex.org/I12469534","display_name":"Quaid-i-Azam University","ror":"https://ror.org/04s9hft57","country_code":"PK","type":"education","lineage":["https://openalex.org/I12469534"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Umar Aftab","raw_affiliation_strings":["Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I12469534"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079480825","display_name":"Ghazanfar Farooq Siddiqui","orcid":"https://orcid.org/0000-0003-0291-3287"},"institutions":[{"id":"https://openalex.org/I12469534","display_name":"Quaid-i-Azam University","ror":"https://ror.org/04s9hft57","country_code":"PK","type":"education","lineage":["https://openalex.org/I12469534"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ghazanfar Farooq Siddiqui","raw_affiliation_strings":["Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I12469534"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009177208"],"corresponding_institution_ids":["https://openalex.org/I12469534"],"apc_list":null,"apc_paid":null,"fwci":2.2012,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88950411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2775","last_page":"2784"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9991000294685364,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9779000282287598,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.9388761520385742},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.8663535118103027},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7272027134895325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719014048576355},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6737010478973389},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6195695400238037},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5189842581748962},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42068350315093994},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.41867393255233765},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27022117376327515},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2562766671180725},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2285979986190796}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9388761520385742},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.8663535118103027},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7272027134895325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719014048576355},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6737010478973389},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6195695400238037},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5189842581748962},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42068350315093994},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.41867393255233765},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27022117376327515},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2562766671180725},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2285979986190796},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1575839062","https://openalex.org/W1721421031","https://openalex.org/W1980498627","https://openalex.org/W2031250218","https://openalex.org/W2035256937","https://openalex.org/W2094231001","https://openalex.org/W2132965253","https://openalex.org/W2136727769","https://openalex.org/W2185378274","https://openalex.org/W2244745109","https://openalex.org/W2362309580","https://openalex.org/W2537031909","https://openalex.org/W2554064644","https://openalex.org/W2603439645","https://openalex.org/W2735158567","https://openalex.org/W2735688000","https://openalex.org/W2744241569","https://openalex.org/W2755293291","https://openalex.org/W2766459655","https://openalex.org/W2767547957","https://openalex.org/W2810862745","https://openalex.org/W2884086002","https://openalex.org/W4250176363","https://openalex.org/W4285719527","https://openalex.org/W6659443810","https://openalex.org/W6686561189","https://openalex.org/W6707200522","https://openalex.org/W6736017196","https://openalex.org/W6742462685"],"related_works":["https://openalex.org/W2914265602","https://openalex.org/W2533296315","https://openalex.org/W2145759651","https://openalex.org/W2551093110","https://openalex.org/W4200273472","https://openalex.org/W2188741586","https://openalex.org/W2886345615","https://openalex.org/W4206684823","https://openalex.org/W2883935608","https://openalex.org/W2589424763"],"abstract_inverted_index":{"With":[0,83],"dynamic":[1],"changes":[2],"in":[3,12,57,75,85,100,138],"world's":[4],"technology,":[5],"an":[6,55],"increasing":[7,78],"growth":[8],"and":[9,23,41,63,117,134,145,158],"adoption":[10],"observed":[11],"the":[13,127],"usage":[14],"of":[15,21,33,68,80,94,102,131,140],"social":[16],"media,":[17],"computer":[18],"networks,":[19],"internet":[20],"things,":[22],"cloud":[24],"computing.":[25],"Research":[26,51],"experiments":[27],"are":[28,36],"also":[29,124,149],"generating":[30],"huge":[31,44],"amount":[32,79],"data":[34,45,58,71,81,88,133,135],"which":[35,96,152],"to":[37],"be":[38],"collected,":[39],"managed":[40],"analyzed.":[42],"This":[43,105],"is":[46],"known":[47],"as":[48,91],"\"Big":[49],"Data\".":[50],"analysts":[52],"have":[53],"perceived":[54],"increase":[56],"that":[59],"contains":[60],"both":[61],"useful":[62,69],"useless":[64],"entities.":[65],"In":[66,121],"extraction":[67],"information,":[70],"warehouse":[72,136],"finds":[73],"difficulties":[74],"enduring":[76],"with":[77],"generated.":[82],"shifts":[84],"paradigm,":[86],"big":[87,132],"analytics":[89],"emerged":[90,137],"promising":[92],"area":[93],"research":[95,146],"supports":[97],"business":[98],"intelligence":[99],"terms":[101],"decision":[103,141],"making.":[104],"paper":[106],"provides":[107],"a":[108],"comprehensive":[109],"survey":[110],"on":[111],"BigData,":[112],"BigData":[113,115],"problems,":[114],"Analytics":[116],"Big":[118,154],"Data":[119,156],"Warehouse.":[120],"addition,":[122],"it":[123],"explains":[125],"how":[126],"need":[128],"for":[129],"augmentation":[130],"perspective":[139],"making,":[142],"comparing":[143],"methods":[144],"problems.":[147],"It":[148],"elaborates":[150],"applications":[151],"support":[153],"Data,":[155],"Warehouse,":[157],"its":[159],"challenges.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-26T06:05:38.182114","created_date":"2025-10-10T00:00:00"}
