{"id":"https://openalex.org/W2542004312","doi":"https://doi.org/10.1145/2837060.2837068","title":"Clarifying Big Data","display_name":"Clarifying Big Data","publication_year":2015,"publication_date":"2015-10-20","ids":{"openalex":"https://openalex.org/W2542004312","doi":"https://doi.org/10.1145/2837060.2837068","mag":"2542004312"},"language":"en","primary_location":{"id":"doi:10.1145/2837060.2837068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2837060.2837068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Conference on Big Data Applications and Services","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/A5026940571","display_name":"Ming Zhou","orcid":"https://orcid.org/0000-0003-2368-8883"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ming Zhou","raw_affiliation_strings":["San Jose State University, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112226203","display_name":"Menglin Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Menglin Cao","raw_affiliation_strings":["Wellsfargo Bank, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Wellsfargo Bank, San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101710639","display_name":"Taeho Park","orcid":"https://orcid.org/0000-0002-4220-0663"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taeho Park","raw_affiliation_strings":["San Jose State University, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027522729","display_name":"Jae-Ho Pyeon","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jae-Ho Pyeon","raw_affiliation_strings":["San Jose State University, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026940571"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31286386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9639999866485596,"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":0.9639999866485596,"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":0.9595000147819519,"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":0.9520419836044312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7205590009689331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.676565408706665},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5971245765686035},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4726093113422394},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4423748850822449},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4237311780452728},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3747149407863617},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16732120513916016},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13646253943443298},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12709718942642212}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9520419836044312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7205590009689331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676565408706665},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5971245765686035},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4726093113422394},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4423748850822449},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4237311780452728},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3747149407863617},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16732120513916016},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13646253943443298},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12709718942642212},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2837060.2837068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2837060.2837068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Conference on Big Data Applications and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2500382405"],"related_works":["https://openalex.org/W2807997669","https://openalex.org/W4400400851","https://openalex.org/W2913151401","https://openalex.org/W4367856707","https://openalex.org/W4293245862","https://openalex.org/W2048156096","https://openalex.org/W3123352720","https://openalex.org/W3068949829","https://openalex.org/W2150941767","https://openalex.org/W3130756120"],"abstract_inverted_index":{"This":[0,26],"paper":[1,27,79,118],"clarifies":[2],"the":[3,30,36,56,127],"concept":[4,31,51,128],"of":[5,11,32,38,74,85,108,129,152],"Big":[6,21,33,75,86,92,109,130,153],"Data":[7,22,34,87,93,110],"with":[8,23],"a":[9,123,149],"discussion":[10,125],"its":[12,17,103],"managerial":[13],"implications":[14],"and":[15,45,47,90,143],"presents":[16],"defining":[18],"characteristics":[19],"differentiating":[20],"traditional":[24,95],"analytics.":[25],"also":[28],"introduces":[29],"in":[35,55,114,145],"context":[37,99],"three":[39],"industries,":[40],"namely,":[41],"finance,":[42],"supply":[43],"chain":[44],"marketing":[46],"discusses":[48],"how":[49],"this":[50,62,78,115,117],"can":[52],"be":[53,138],"applied":[54],"business":[57,124,135],"world.":[58],"With":[59],"regard":[60],"to":[61,81,94,140,147],"concept,":[63],"fundamental":[64],"yet":[65],"critical":[66],"discussions":[67,101],"were":[68,111],"made":[69],"for":[70,102,126],"any":[71],"further":[72],"understanding":[73,151],"Data.":[76,131,154],"Finally,":[77],"contributes":[80],"our":[82],"current":[83],"knowledge":[84],"by":[88],"relating":[89],"contrasting":[91],"analysis":[96],"while":[97],"presenting":[98],"specific":[100],"applications.":[104],"Although":[105],"technical":[106,141],"aspects":[107],"not":[112],"covered":[113],"paper,":[116],"focused":[119],"on":[120],"serving":[121],"as":[122],"For":[132],"future":[133],"work,":[134],"contents":[136],"must":[137],"related":[139],"capabilities":[142],"solutions":[144],"order":[146],"provide":[148],"better":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
