{"id":"https://openalex.org/W2769499470","doi":"https://doi.org/10.1109/tsusc.2017.2777503","title":"A Tensor Computation and Optimization Model for Cyber-Physical-Social Big Data","display_name":"A Tensor Computation and Optimization Model for Cyber-Physical-Social Big Data","publication_year":2017,"publication_date":"2017-11-24","ids":{"openalex":"https://openalex.org/W2769499470","doi":"https://doi.org/10.1109/tsusc.2017.2777503","mag":"2769499470"},"language":"en","primary_location":{"id":"doi:10.1109/tsusc.2017.2777503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2017.2777503","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","raw_type":"journal-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/A5026291016","display_name":"Xiaokang Wang","orcid":"https://orcid.org/0000-0002-0981-6204"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Wang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0981-6204","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I197191942","display_name":"St. Francis Xavier University","ror":"https://ror.org/01wcaxs37","country_code":"CA","type":"education","lineage":["https://openalex.org/I197191942"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","St. Francis Xavier University, Antigonish, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7986-4244","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"St. Francis Xavier University, Antigonish, Canada","institution_ids":["https://openalex.org/I197191942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108255535","display_name":"Xingyu Chen","orcid":"https://orcid.org/0009-0003-6488-4992"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Chen","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072326279","display_name":"Jian-Jun Han","orcid":"https://orcid.org/0000-0002-9241-2525"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Jun Han","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-9241-2525","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002937692","display_name":"Jun Feng","orcid":"https://orcid.org/0000-0001-9917-1819"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Feng","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9917-1819","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6301,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98507463,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"4","issue":"4","first_page":"326","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.7301271557807922},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6213194727897644},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6070827841758728},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6017146706581116},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5645191073417664},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5182885527610779},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45481550693511963},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.44989484548568726},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42397522926330566},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38817721605300903},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34960973262786865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323487788438797},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15409085154533386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1171230673789978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7301271557807922},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6213194727897644},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6070827841758728},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6017146706581116},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5645191073417664},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5182885527610779},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45481550693511963},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.44989484548568726},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42397522926330566},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38817721605300903},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34960973262786865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323487788438797},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15409085154533386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1171230673789978},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsusc.2017.2777503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2017.2777503","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1347853042","display_name":null,"funder_award_id":"2015TS072","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2338474099","display_name":null,"funder_award_id":"2016YXMS081","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6720365692","display_name":"\u591a\u6838\u6df7\u5408\u5173\u952e\u5ea6\u5b9e\u65f6\u7cfb\u7edf\u4e2d\u540c\u6b65\u611f\u77e5\u7684\u8c03\u5ea6\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61472150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1825959699","https://openalex.org/W1980363975","https://openalex.org/W1994967557","https://openalex.org/W2018067627","https://openalex.org/W2024165284","https://openalex.org/W2024593967","https://openalex.org/W2039088753","https://openalex.org/W2064124275","https://openalex.org/W2071544756","https://openalex.org/W2090072113","https://openalex.org/W2104589727","https://openalex.org/W2127414816","https://openalex.org/W2133461006","https://openalex.org/W2139177908","https://openalex.org/W2141172690","https://openalex.org/W2142633142","https://openalex.org/W2143516309","https://openalex.org/W2147700194","https://openalex.org/W2159160054","https://openalex.org/W2165126274","https://openalex.org/W2384636886","https://openalex.org/W2528305756","https://openalex.org/W2565279987","https://openalex.org/W2601172051","https://openalex.org/W2765921558","https://openalex.org/W2798244929","https://openalex.org/W2901166078","https://openalex.org/W6638909124","https://openalex.org/W6681055576"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1522139108","https://openalex.org/W2353528968","https://openalex.org/W2032776242"],"abstract_inverted_index":{"With":[0,153],"an":[1,38],"objective":[2],"to":[3,28,63],"provide":[4],"the":[5,18,30,69,82,90,118,143,154,159,163,168],"proactive":[6],"and":[7,23,88,123,129,165],"personalized":[8],"services":[9],"for":[10,47,95,113,142],"human":[11],"beings,":[12],"Cyber-Physical-Social":[13,51],"Systems":[14],"(CPSS),":[15],"which":[16],"combine":[17],"cyber":[19],"space,":[20,22],"physical":[21],"social":[24],"space":[25],"together,":[26,109],"need":[27],"process":[29],"large":[31],"scale":[32],"heterogenous":[33],"data":[34,40],"first.":[35],"Tensor,":[36],"as":[37,77,79],"appropriate":[39],"representation":[41,48],"tool,":[42],"has":[43],"been":[44],"widely":[45],"used":[46],"of":[49,85,92,136,167],"heterogeneous":[50],"big":[52],"data.":[53],"When":[54],"computationally":[55],"processing":[56,97],"such":[57,105],"tensor,":[58],"many":[59],"necessary":[60],"constraints":[61,87,106],"have":[62],"be":[64],"taken":[65],"into":[66],"account,":[67],"e.g.,":[68],"execution":[70,119],"time,":[71,120],"energy":[72,121],"consumption,":[73,122],"economic":[74,124],"cost,":[75],"security":[76,128],"well":[78],"reliability.":[80],"However,":[81],"systematic":[83],"integration":[84],"these":[86],"then":[89],"modelling":[91],"general":[93,111],"optimization":[94],"tensor":[96,114],"become":[98],"more":[99],"challenging.":[100],"In":[101],"this":[102],"paper,":[103],"with":[104,126],"being":[107],"considered":[108],"a":[110,139],"model":[112],"computation":[115],"that":[116],"optimizes":[117],"cost":[125],"acceptable":[127],"reliability":[130],"is":[131,151],"proposed.":[132],"From":[133],"diverse":[134],"perspectives":[135],"user":[137],"requirements,":[138],"case":[140],"study":[141],"tree-based":[144],"distributed":[145],"High-Order":[146],"Singular":[147],"Value":[148],"Decomposition":[149],"(HOSVD)":[150],"measured.":[152],"focus":[155],"on":[156],"multi-objective":[157],"combination,":[158],"experimental":[160],"results":[161],"validate":[162],"applicability":[164],"generality":[166],"proposed":[169],"model.":[170]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":31},{"year":2018,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}