{"id":"https://openalex.org/W2203949624","doi":"https://doi.org/10.1109/bigdata.2015.7363990","title":"Towards a big data theory model","display_name":"Towards a big data theory model","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2203949624","doi":"https://doi.org/10.1109/bigdata.2015.7363990","mag":"2203949624"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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/A5085755982","display_name":"Marco Pospiech","orcid":null},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Pospiech","raw_affiliation_strings":["Department of Management and Information TU Bergakademie Freiberg, Freiberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Management and Information TU Bergakademie Freiberg, Freiberg, Germany","institution_ids":["https://openalex.org/I61893789"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068406971","display_name":"Carsten Felden","orcid":null},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Felden","raw_affiliation_strings":["Department of Management and Information TU Bergakademie Freiberg, Freiberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Management and Information TU Bergakademie Freiberg, Freiberg, Germany","institution_ids":["https://openalex.org/I61893789"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085755982"],"corresponding_institution_ids":["https://openalex.org/I61893789"],"apc_list":null,"apc_paid":null,"fwci":0.5448,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74808801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":null,"first_page":"2082","last_page":"2090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9993000030517578,"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":0.9993000030517578,"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/T11719","display_name":"Data Quality and Management","score":0.9904000163078308,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9894999861717224,"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":0.9125897288322449},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6877629160881042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220439672470093},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.5789966583251953},{"id":"https://openalex.org/keywords/value-proposition","display_name":"Value proposition","score":0.4940078854560852},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.4799787700176239},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44913896918296814},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4334200322628021},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.43003445863723755},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.427853524684906},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3933674991130829},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.24074235558509827},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.23637402057647705},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20378786325454712},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1700848639011383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16219189763069153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1484837830066681},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.12901151180267334},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10538950562477112}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9125897288322449},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6877629160881042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220439672470093},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.5789966583251953},{"id":"https://openalex.org/C68991459","wikidata":"https://www.wikidata.org/wiki/Q11700776","display_name":"Value proposition","level":2,"score":0.4940078854560852},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.4799787700176239},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44913896918296814},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4334200322628021},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.43003445863723755},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.427853524684906},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3933674991130829},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.24074235558509827},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.23637402057647705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20378786325454712},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1700848639011383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16219189763069153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1484837830066681},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.12901151180267334},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10538950562477112},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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:10.1109/bigdata.2015.7363990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W71381689","https://openalex.org/W272814818","https://openalex.org/W1041742343","https://openalex.org/W1500693574","https://openalex.org/W1774460361","https://openalex.org/W1966510145","https://openalex.org/W1981432160","https://openalex.org/W1986575645","https://openalex.org/W1988050849","https://openalex.org/W1998172393","https://openalex.org/W2000117884","https://openalex.org/W2005770205","https://openalex.org/W2014134373","https://openalex.org/W2026205964","https://openalex.org/W2030397439","https://openalex.org/W2040263621","https://openalex.org/W2053029130","https://openalex.org/W2072549762","https://openalex.org/W2081307663","https://openalex.org/W2088530342","https://openalex.org/W2092872567","https://openalex.org/W2111628838","https://openalex.org/W2121001699","https://openalex.org/W2122474417","https://openalex.org/W2139955886","https://openalex.org/W2140863794","https://openalex.org/W2141015226","https://openalex.org/W2141975087","https://openalex.org/W2154158105","https://openalex.org/W2155225996","https://openalex.org/W2157880897","https://openalex.org/W2172220707","https://openalex.org/W2173213060","https://openalex.org/W2340149302","https://openalex.org/W2572371720","https://openalex.org/W2581213688","https://openalex.org/W3143898318","https://openalex.org/W3144127399","https://openalex.org/W3145787861","https://openalex.org/W4242537664","https://openalex.org/W4388818248","https://openalex.org/W6602923620","https://openalex.org/W6609915398","https://openalex.org/W6637896986","https://openalex.org/W6657084543","https://openalex.org/W6660556005","https://openalex.org/W6676235441","https://openalex.org/W6682944822","https://openalex.org/W6684674479","https://openalex.org/W7054931112","https://openalex.org/W7073823081"],"related_works":["https://openalex.org/W1546533203","https://openalex.org/W3214404248","https://openalex.org/W403376687","https://openalex.org/W3085482202","https://openalex.org/W2493808403","https://openalex.org/W1795682949","https://openalex.org/W4317734098","https://openalex.org/W2278504574","https://openalex.org/W2036541033","https://openalex.org/W2364977295"],"abstract_inverted_index":{"Big":[0,37,86,116,153,161,186,195,203,212,228],"Data":[1,38,87,117,154,162,204,213,229],"is":[2,12,39,54,128],"an":[3,15,113],"emerging":[4],"research":[5,170],"topic.":[6],"The":[7,81,243],"term":[8],"remains":[9],"fuzzy":[10],"and":[11,22,65,75,124,141,152,174,251],"seen":[13],"as":[14],"umbrella":[16],"term.":[17],"Origin,":[18],"composition,":[19],"possible":[20,208],"strategies,":[21],"outcomes":[23,222],"are":[24,150,172,214,230,237],"uncertain.":[25],"Thus,":[26],"the":[27,47,58,62,66,100,134,175,182,191,200,233,248],"positioning":[28],"of":[29,45,68,85,102,168,194,202,225,238,255],"publications":[30,95],"addressing":[31],"business":[32],"administrated":[33],"issues":[34],"related":[35],"to":[36,49,57,78,132,181,210,247],"impeded.":[40],"From":[41],"a":[42,51,108,138,158,160,253],"practitioner's":[43],"point":[44],"view,":[46],"ability":[48],"communicate":[50],"value":[52],"proposition":[53],"impeded":[55],"due":[56],"difficulty":[59],"in":[60,91,137],"scoping":[61],"intended":[63],"artifact":[64],"interpretation":[67],"arisen":[69],"company":[70],"results.":[71],"So,":[72],"underlying":[73,192],"relationships":[74],"concepts":[76],"have":[77],"be":[79],"described.":[80],"missing":[82],"theoretical":[83],"fundament":[84],"has":[88],"been":[89],"stated":[90],"literature.":[92],"While":[93],"some":[94],"actually":[96],"address":[97,211],"this":[98,129,256],"need,":[99],"majority":[101],"them":[103],"remain":[104],"methodically":[105],"weak.":[106],"In":[107],"previous":[109],"study":[110,176],"we":[111,198,217],"deduced":[112,151],"initial":[114],"qualitative":[115],"theory":[118,163],"model":[119,136,164,171],"based":[120],"on":[121],"expert":[122],"interviews":[123],"grounded":[125],"theory.":[126],"It":[127],"paper's":[130],"goal":[131],"verify":[133],"given":[135],"quantitative":[139],"way":[140],"test":[142],"it":[143,189],"through":[144,205,227],"structural":[145],"equation":[146],"modeling.":[147],"Thereby,":[148,232],"hypothesis":[149],"indicators":[155],"presented.":[156],"As":[157],"result,":[159],"arises.":[165],"All":[166],"hypotheses":[167],"our":[169],"significant,":[173],"makes":[177],"three":[178],"principal":[179],"contributions":[180],"scientific":[183,249],"discussion":[184,250],"about":[185],"Data.":[187,196],"First,":[188],"unveils":[190],"characteristics":[193],"Second,":[197],"show":[199],"addressability":[201],"strategies.":[206],"Hereby,":[207],"strategies":[209],"highlighted.":[215],"Third,":[216],"found":[218],"evidence":[219],"that":[220],"positive":[221],"like":[223],"return":[224],"investments":[226],"possible.":[231],"latter":[234],"two":[235],"aspects":[236],"major":[239],"interest":[240],"for":[241],"practice.":[242],"presented":[244],"work":[245],"contributes":[246],"supports":[252],"development":[254],"domain.":[257]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
