{"id":"https://openalex.org/W2058659900","doi":"https://doi.org/10.1109/grc.2014.6982867","title":"Complexity science management and big data","display_name":"Complexity science management and big data","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2058659900","doi":"https://doi.org/10.1109/grc.2014.6982867","mag":"2058659900"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2014.6982867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2014.6982867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Granular Computing (GrC)","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/A5067288029","display_name":"Zhan Zheng","orcid":"https://orcid.org/0000-0002-7760-8706"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhan","raw_affiliation_strings":["Wuhan University, Wuhan, Hubei, CN","International software school, Wuhan University, university of Toronto, Wuhan, China; Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"International software school, Wuhan University, university of Toronto, Wuhan, China; Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075551131","display_name":"Xiaojing Zheng","orcid":"https://orcid.org/0000-0002-9395-6700"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]},{"id":"https://openalex.org/I41208885","display_name":"Harbin University of Commerce","ror":"https://ror.org/03zsxkw25","country_code":"CN","type":"education","lineage":["https://openalex.org/I41208885"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Xiaojing","raw_affiliation_strings":["Wuhan Polytechnic University, Wuhan, Hubei, CN","School of Management, Harbin University of Commerce, Harbin, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Polytechnic University, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I14116566"]},{"raw_affiliation_string":"School of Management, Harbin University of Commerce, Harbin, China#TAB#","institution_ids":["https://openalex.org/I41208885"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098457881","display_name":"Taiyuanyuan","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I41208885","display_name":"Harbin University of Commerce","ror":"https://ror.org/03zsxkw25","country_code":"CN","type":"education","lineage":["https://openalex.org/I41208885"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiyuanyuan","raw_affiliation_strings":["Harbin University of Commerce, Harbin, Heilongjiang, CN","International Software School, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin University of Commerce, Harbin, Heilongjiang, CN","institution_ids":["https://openalex.org/I41208885"]},{"raw_affiliation_string":"International Software School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067438462","display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0001-5551-7582"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Wei","raw_affiliation_strings":["Wuhan University, Wuhan, Hubei, CN","Economics and Management School, Wuhan Polytechnic University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Economics and Management School, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102833474","display_name":"Tianqi Cai","orcid":"https://orcid.org/0000-0001-8058-7638"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cai Tianqi","raw_affiliation_strings":["Economics and Management School, Wuhan Polytechnic University, Wuhan, China","International Software School, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economics and Management School, Wuhan Polytechnic University, Wuhan, China","institution_ids":["https://openalex.org/I14116566"]},{"raw_affiliation_string":"International Software School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11155816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"374","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.9314000010490417,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.9314000010490417,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12469","display_name":"Chaos, Complexity, and Education","score":0.913100004196167,"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":0.9161081314086914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716666221618652},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6232512593269348},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5136918425559998},{"id":"https://openalex.org/keywords/complexity-management","display_name":"Complexity management","score":0.5052924752235413},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.44815313816070557},{"id":"https://openalex.org/keywords/complexity-science","display_name":"Complexity science","score":0.416547954082489},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.26689136028289795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14039063453674316},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11550641059875488},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.08651620149612427}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9161081314086914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716666221618652},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6232512593269348},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5136918425559998},{"id":"https://openalex.org/C57936825","wikidata":"https://www.wikidata.org/wiki/Q1780925","display_name":"Complexity management","level":2,"score":0.5052924752235413},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.44815313816070557},{"id":"https://openalex.org/C2984578830","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complexity science","level":2,"score":0.416547954082489},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.26689136028289795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14039063453674316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11550641059875488},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.08651620149612427},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2014.6982867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2014.6982867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Granular Computing (GrC)","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":4,"referenced_works":["https://openalex.org/W2041022395","https://openalex.org/W2144931022","https://openalex.org/W2155319834","https://openalex.org/W2166445532"],"related_works":["https://openalex.org/W2317375943","https://openalex.org/W2361359934","https://openalex.org/W2363897970","https://openalex.org/W4386270072","https://openalex.org/W2128271179","https://openalex.org/W3138793676","https://openalex.org/W2120424064","https://openalex.org/W2810635195","https://openalex.org/W2357979646","https://openalex.org/W1553836573"],"abstract_inverted_index":{"TMs":[0],"paper":[1],"summarizes":[2],"the":[3,7,15,34,46,56,66],"main":[4],"contributions":[5],"of":[6,10,19,36,48,58,61,68],"five":[8],"aspects":[9],"complexity":[11,37,62],"science":[12,38,63],"management,":[13],"introduces":[14],"forefront":[16],"research":[17],"results":[18],"big":[20,23,31,49],"data":[21,24,32,50],"and":[22,26],"era,":[25],"then":[27],"puts":[28],"forward":[29],"that":[30,45],"is":[33],"carrier":[35],"management.":[39],"Two":[40],"cases":[41],"are":[42],"studied,":[43],"illustrating":[44],"method":[47],"furnishes":[51],"a":[52],"powerful":[53],"tool":[54],"for":[55],"study":[57,67],"core":[59],"problem":[60],"management":[64],"\u2014":[65],"human":[69],"behavior.":[70]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}