{"id":"https://openalex.org/W3200063678","doi":"https://doi.org/10.4018/ijskd.2021100105","title":"An Approach for Modelling Big Data and Creation of New Values","display_name":"An Approach for Modelling Big Data and Creation of New Values","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3200063678","doi":"https://doi.org/10.4018/ijskd.2021100105","mag":"3200063678"},"language":"en","primary_location":{"id":"doi:10.4018/ijskd.2021100105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijskd.2021100105","pdf_url":null,"source":{"id":"https://openalex.org/S177842713","display_name":"International Journal of Sociotechnology and Knowledge Development","issn_l":"1941-6253","issn":["1941-6253","1941-6261"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Sociotechnology and Knowledge Development","raw_type":"journal-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/A5064244872","display_name":"Youssef Ahmed","orcid":"https://orcid.org/0009-0004-9737-6406"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Youssef Ahmed","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, Benha University, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Benha University, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032653144","display_name":"Walaa Medhat","orcid":"https://orcid.org/0000-0001-9482-8412"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Walaa Mohamed Medhat","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, Benha University, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Benha University, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013119283","display_name":"Tarek El\u2010Shishtawy","orcid":null},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tarek El-Shishtawy","raw_affiliation_strings":["Faculty of Computers and Artificial Intelligence, Benha University, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Benha University, Egypt","institution_ids":["https://openalex.org/I207547235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064244872"],"corresponding_institution_ids":["https://openalex.org/I207547235"],"apc_list":null,"apc_paid":null,"fwci":0.2144,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58430772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":"4","first_page":"66","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9955999851226807,"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":0.9955999851226807,"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":0.9455999732017517,"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":0.9125000238418579,"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":0.8805140256881714},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.7392998337745667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961705684661865},{"id":"https://openalex.org/keywords/data-access-layer","display_name":"Data access layer","score":0.662463903427124},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.562620997428894},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4640810489654541},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.45259973406791687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37747299671173096},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.27619725465774536},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24585884809494019},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0965939462184906}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8805140256881714},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.7392998337745667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961705684661865},{"id":"https://openalex.org/C20277647","wikidata":"https://www.wikidata.org/wiki/Q5227234","display_name":"Data access layer","level":3,"score":0.662463903427124},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.562620997428894},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4640810489654541},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.45259973406791687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37747299671173096},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27619725465774536},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24585884809494019},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0965939462184906},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijskd.2021100105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijskd.2021100105","pdf_url":null,"source":{"id":"https://openalex.org/S177842713","display_name":"International Journal of Sociotechnology and Knowledge Development","issn_l":"1941-6253","issn":["1941-6253","1941-6261"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Sociotechnology and Knowledge Development","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jskd00:v:13:y:2021:i:4:p:66-81","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSKD.2021100105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2368447599","https://openalex.org/W1585302186","https://openalex.org/W2371965725","https://openalex.org/W2376626592","https://openalex.org/W2516232515","https://openalex.org/W2401360017","https://openalex.org/W627004957","https://openalex.org/W2371513637"],"abstract_inverted_index":{"Many":[0],"enterprise":[1,113],"organizations":[2],"own":[3],"a":[4,39,88],"large":[5],"amount":[6],"of":[7,20,34],"data":[8,27,45],"but":[9],"suffer":[10],"from":[11,50],"methods":[12],"that":[13,60,102,110],"can't":[14],"deal":[15,61],"with":[16,63],"it.":[17,35,51],"A":[18],"lot":[19],"approaches":[21,94],"were":[22],"proposed":[23,53,104],"to":[24],"manage":[25],"big":[26,44,64,97],"and":[28,46,74,80],"get":[29],"the":[30,103],"most":[31],"benefits":[32],"out":[33],"This":[36],"paper":[37,85],"proposes":[38],"complete":[40],"approach":[41,54,105],"for":[42,57,95],"modeling":[43],"creates":[47],"new":[48,75],"values":[49],"The":[52,66,84,99],"contains":[55],"implementation":[56],"four":[58],"layers":[59,67],"directly":[62],"data.":[65,98],"are":[68],"collection":[69],"layer,":[70,72,78],"processing":[71],"analysis":[73],"value":[76],"creation":[77],"presentation":[79],"decision":[81],"support":[82],"layer.":[83],"also":[86],"presents":[87],"detailed":[89],"comprehensive":[90],"comparison":[91],"between":[92],"different":[93],"managing":[96],"results":[100],"show":[101],"has":[106],"achieved":[107],"many":[108],"objectives":[109],"may":[111],"interest":[112],"organizations.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}