{"id":"https://openalex.org/W2020353308","doi":"https://doi.org/10.1109/bigdata.2013.6691800","title":"Knowledge cubes — A proposal for scalable and semantically-guided management of Big Data","display_name":"Knowledge cubes — A proposal for scalable and semantically-guided management of Big Data","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2020353308","doi":"https://doi.org/10.1109/bigdata.2013.6691800","mag":"2020353308"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2013.6691800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Amgad Madkour","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amgad Madkour","raw_affiliation_strings":["Purdue University, West Lafayette, USA","Purdue University West Lafayette IN USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University West Lafayette IN USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000123743","display_name":"Walid G. Aref","orcid":"https://orcid.org/0000-0001-8169-7775"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walid G. Aref","raw_affiliation_strings":["Purdue University, West Lafayette, USA","Purdue University West Lafayette IN USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University West Lafayette IN USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063173948","display_name":"Saleh Basalamah","orcid":"https://orcid.org/0000-0002-2276-8307"},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saleh Basalamah","raw_affiliation_strings":["Umm Al-Qura University, Makkah, KSA","Umm Al-Qura University Makkah, Saudi Arabia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Umm Al-Qura University, Makkah, KSA","institution_ids":["https://openalex.org/I199693650"]},{"raw_affiliation_string":"Umm Al-Qura University Makkah, Saudi Arabia#TAB#","institution_ids":["https://openalex.org/I199693650"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6017,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8455802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11719","display_name":"Data Quality and Management","score":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.8029056191444397},{"id":"https://openalex.org/keywords/data-cube","display_name":"Data cube","score":0.708580732345581},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5136560797691345},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.5043555498123169},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.5007712841033936},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4947587847709656},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.48814520239830017},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.44996047019958496},{"id":"https://openalex.org/keywords/cube","display_name":"Cube (algebra)","score":0.4441242218017578},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.4110236167907715},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40107783675193787},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.38660311698913574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35878846049308777},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.336531400680542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029056191444397},{"id":"https://openalex.org/C78168278","wikidata":"https://www.wikidata.org/wiki/Q5227269","display_name":"Data cube","level":2,"score":0.708580732345581},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5136560797691345},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.5043555498123169},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.5007712841033936},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4947587847709656},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.48814520239830017},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.44996047019958496},{"id":"https://openalex.org/C53051483","wikidata":"https://www.wikidata.org/wiki/Q861555","display_name":"Cube (algebra)","level":2,"score":0.4441242218017578},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.4110236167907715},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40107783675193787},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.38660311698913574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35878846049308777},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.336531400680542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2013.6691800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2013.6691800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Big Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W154228766","https://openalex.org/W1512387364","https://openalex.org/W1572872804","https://openalex.org/W1837910045","https://openalex.org/W1860107648","https://openalex.org/W1993977866","https://openalex.org/W2000267964","https://openalex.org/W2006628185","https://openalex.org/W2015191210","https://openalex.org/W2034912561","https://openalex.org/W2042021320","https://openalex.org/W2045988182","https://openalex.org/W2059268928","https://openalex.org/W2103018059","https://openalex.org/W2103201239","https://openalex.org/W2131060370","https://openalex.org/W2132655161","https://openalex.org/W2137152505","https://openalex.org/W2148522916","https://openalex.org/W2167764583","https://openalex.org/W2242459625","https://openalex.org/W2554894516","https://openalex.org/W2726307782","https://openalex.org/W4300012252","https://openalex.org/W6606216531","https://openalex.org/W6634058667","https://openalex.org/W6639025630","https://openalex.org/W6685179555","https://openalex.org/W6730633768","https://openalex.org/W6740351607"],"related_works":["https://openalex.org/W2360965873","https://openalex.org/W2101347717","https://openalex.org/W2615853382","https://openalex.org/W1982113307","https://openalex.org/W2206234865","https://openalex.org/W2165173315","https://openalex.org/W1800270017","https://openalex.org/W2352923814","https://openalex.org/W1639054453","https://openalex.org/W4242861665"],"abstract_inverted_index":{"A":[0,39,100],"Knowledge":[1,53,154],"Cube,":[2],"or":[3,36],"cube":[4,22,40,102],"for":[5,67,91,111,198],"short,":[6],"is":[7,23,46,142],"an":[8,65],"intelligent":[9],"and":[10,18,76,83,93,115,174,193],"adaptive":[11],"database":[12],"instance":[13],"capable":[14],"of":[15,118,160,185],"storing,":[16],"analyzing,":[17],"searching":[19],"data.":[20,187],"Each":[21],"established":[24],"based":[25],"on":[26,97],"semantic":[27],"aspects,":[28],"e.g.,":[29],"(1)":[30,61],"Topical,":[31],"(2)":[32,84],"Contextual,":[33],"(3)":[34],"Spatial,":[35],"(4)":[37],"Temporal.":[38],"specializes":[41],"in":[42],"handling":[43],"data":[44,68,72,96,113,120,136,140,146],"that":[45,63,87,206],"only":[47],"relevant":[48],"to":[49],"the":[50,98,119,145,157,166,183,186,203],"cube's":[51],"semantics.":[52],"cubes":[54,130,155,200],"are":[55,131],"inspired":[56],"by":[57,124,144,150],"two":[58],"prime":[59],"architectures:":[60],"Dataspaces":[62],"provides":[64,88],"abstraction":[66],"management":[69,137,141],"where":[70,139],"heterogeneous":[71],"sources":[73],"can":[74,178],"co-exist":[75],"it":[77],"requires":[78],"no":[79],"prespecified":[80],"unifying":[81],"schema,":[82],"Linked":[85,104],"Data":[86,105,162],"best":[89],"practices":[90],"publishing":[92],"interlinking":[94],"structured":[95],"web.":[99],"knowledge":[101,129,199],"uses":[103],"as":[106,133,165],"its":[107,112],"main":[108],"building":[109],"block":[110],"layer":[114],"encompasses":[116],"some":[117],"integration":[121],"abstractions":[122],"defined":[123],"Dataspaces.":[125],"In":[126],"this":[127],"paper,":[128],"proposed":[132],"a":[134,151,195],"semantically-guided":[135],"architecture,":[138],"influenced":[143],"semantics":[147,184],"rather":[148],"than":[149],"predefined":[152],"scheme.":[153],"support":[156],"five":[158,167],"pillars":[159],"Big":[161],"also":[163],"known":[164],"V's,":[168],"namely":[169],"Volume,":[170],"Velocity,":[171],"Veracity,":[172],"Variety,":[173],"Value.":[175],"Interesting":[176],"opportunities":[177,192],"be":[179],"leveraged":[180],"when":[181,208],"learning":[182],"This":[188],"paper":[189],"highlights":[190],"these":[191],"proposes":[194],"strawman":[196],"design":[197],"along":[201],"with":[202],"research":[204],"challenges":[205],"arise":[207],"realizing":[209],"them.":[210]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}