{"id":"https://openalex.org/W2590785525","doi":"https://doi.org/10.1109/icci-cc.2016.7862044","title":"On cognitive foundations of big data science and engineering","display_name":"On cognitive foundations of big data science and engineering","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2590785525","doi":"https://doi.org/10.1109/icci-cc.2016.7862044","mag":"2590785525"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2016.7862044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2016.7862044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 15th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","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/A5012322217","display_name":"Yingxu Wang","orcid":"https://orcid.org/0000-0003-0445-3632"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA","US"],"is_corresponding":true,"raw_author_name":"Yingxu Wang","raw_affiliation_strings":["Information Systems Lab Stanford University, Stanford, CA, USA","International Institute of Cognitive Informatics and Cognitive Computing (ICIC) Director, Schulich School of Engineering and Hotchkiss Brain Institute University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"Information Systems Lab Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"International Institute of Cognitive Informatics and Cognitive Computing (ICIC) Director, Schulich School of Engineering and Hotchkiss Brain Institute University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012322217"],"corresponding_institution_ids":["https://openalex.org/I168635309","https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1138178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"252","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9995999932289124,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9995999932289124,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9364553093910217},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6678165197372437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6658783555030823},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5648189783096313},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5317493677139282},{"id":"https://openalex.org/keywords/science-and-engineering","display_name":"Science and engineering","score":0.45701366662979126},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.39745575189590454},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3376382887363434},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.2248629331588745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17706719040870667},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.143151193857193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1095128059387207},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10002920031547546}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9364553093910217},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6678165197372437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6658783555030823},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5648189783096313},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5317493677139282},{"id":"https://openalex.org/C2993955422","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Science and engineering","level":2,"score":0.45701366662979126},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.39745575189590454},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3376382887363434},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2248629331588745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17706719040870667},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.143151193857193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1095128059387207},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10002920031547546},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icci-cc.2016.7862044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2016.7862044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 15th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W179611734","https://openalex.org/W411608595","https://openalex.org/W1479818569","https://openalex.org/W1487166760","https://openalex.org/W1498963462","https://openalex.org/W1550944033","https://openalex.org/W1596812412","https://openalex.org/W1605914096","https://openalex.org/W1995875735","https://openalex.org/W2001771035","https://openalex.org/W2027657506","https://openalex.org/W2069433961","https://openalex.org/W2074882259","https://openalex.org/W2082661309","https://openalex.org/W2084119909","https://openalex.org/W2089640190","https://openalex.org/W2128847842","https://openalex.org/W2148620491","https://openalex.org/W2151520617","https://openalex.org/W2172439251","https://openalex.org/W2240174013","https://openalex.org/W2302619866","https://openalex.org/W2315788772","https://openalex.org/W2315821481","https://openalex.org/W2334062286","https://openalex.org/W2483511299","https://openalex.org/W4205149853","https://openalex.org/W4211007335","https://openalex.org/W4229697989","https://openalex.org/W4231298442","https://openalex.org/W4234630729","https://openalex.org/W4239524976","https://openalex.org/W4252785332","https://openalex.org/W4254408161","https://openalex.org/W4256574184","https://openalex.org/W4301383706","https://openalex.org/W6635004212","https://openalex.org/W6668177863","https://openalex.org/W6671492676","https://openalex.org/W6671589241"],"related_works":["https://openalex.org/W3167102503","https://openalex.org/W2957861644","https://openalex.org/W2725218421","https://openalex.org/W2309083373","https://openalex.org/W3080241904","https://openalex.org/W2338282713","https://openalex.org/W2590785525","https://openalex.org/W2767227134","https://openalex.org/W2049035304","https://openalex.org/W2396879037"],"abstract_inverted_index":{"Big":[0],"data":[1,24,40,58,72,77,94,105,120,138],"are":[2,81,133],"one":[3],"of":[4,8,12,22,32,47,56,92,103,114],"the":[5,9,19,53,97],"representative":[6],"phenomena":[7],"information":[10],"era":[11],"human":[13],"societies.":[14,66],"A":[15,67],"basic":[16],"study":[17],"on":[18],"cognitive":[20,123],"foundations":[21],"big":[23,39,57,71,76,93,104,119,137],"science":[25,73],"is":[26,74],"presented":[27],"with":[28,110],"a":[29,45,82,112],"coherent":[30],"set":[31,46,113],"general":[33,54],"principles":[34],"and":[35,65,100,125,131],"analytic":[36],"methodologies":[37],"for":[38],"manipulations.":[41],"It":[42],"leads":[43],"to":[44,106],"mathematical":[48,116],"theories":[49],"that":[50,75],"rigorously":[51],"describe":[52],"patterns":[55],"across":[59],"pervasive":[60],"domains":[61],"in":[62,79,118],"sciences,":[63],"engineering,":[64],"significant":[68],"finding":[69],"towards":[70,136],"systems":[78],"nature":[80],"recursive":[83],"n-dimensional":[84],"typed":[85],"hyperstructure":[86],"(RNTHS).":[87],"The":[88,122],"fundamental":[89],"topological":[90],"property":[91],"system":[95],"enables":[96],"inherited":[98],"complexities":[99],"unprecedented":[101],"challenges":[102],"be":[107],"formally":[108,134],"dealt":[109],"as":[111],"denotational":[115],"operations":[117],"engineering.":[121],"relationship":[124],"transformability":[126],"between":[127],"data,":[128],"information,":[129],"knowledge,":[130],"intelligence":[132],"revealed":[135],"science.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
