{"id":"https://openalex.org/W2162817522","doi":"https://doi.org/10.1109/coginf.2005.1532641","title":"A data-driven knowledge acquisition method based on system uncertainty","display_name":"A data-driven knowledge acquisition method based on system uncertainty","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2162817522","doi":"https://doi.org/10.1109/coginf.2005.1532641","mag":"2162817522"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2005.1532641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2005.1532641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth IEEE Conference on Cognitive Informatics, 2005. (ICCI 2005).","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/A5112349913","display_name":"Jim Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jim Zhao","raw_affiliation_strings":["Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031220156","display_name":"Guoyin Wang","orcid":"https://orcid.org/0000-0002-8521-5232"},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guo-Yin Wang","raw_affiliation_strings":["Faculty of Engineering, Science & Built Environment, London South Bank University, London, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Science & Built Environment, London South Bank University, London, UK","institution_ids":["https://openalex.org/I28257850"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112349913"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":1.0541,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78492573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"267","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9861999750137329,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9747999906539917,"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/computer-science","display_name":"Computer science","score":0.7429801225662231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6722291707992554},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.6129345297813416},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.604140043258667},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5547251105308533},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5120913982391357},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.5072891116142273},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4918060600757599},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.48287394642829895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46999773383140564},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.46205204725265503},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4469420909881592},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.43280094861984253},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.4241729974746704},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4239901304244995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3760022521018982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15383422374725342},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.08025655150413513}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429801225662231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6722291707992554},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6129345297813416},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.604140043258667},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5547251105308533},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5120913982391357},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.5072891116142273},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4918060600757599},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.48287394642829895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46999773383140564},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46205204725265503},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4469420909881592},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.43280094861984253},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.4241729974746704},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4239901304244995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3760022521018982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15383422374725342},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.08025655150413513},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginf.2005.1532641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2005.1532641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth IEEE Conference on Cognitive Informatics, 2005. (ICCI 2005).","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1900723567","https://openalex.org/W1997362234","https://openalex.org/W2014127819","https://openalex.org/W2110422818","https://openalex.org/W2147614994","https://openalex.org/W2175830830","https://openalex.org/W2340020088","https://openalex.org/W2357594108","https://openalex.org/W4236642187","https://openalex.org/W4255833381","https://openalex.org/W4285719527","https://openalex.org/W6681494186"],"related_works":["https://openalex.org/W3212153563","https://openalex.org/W3130844878","https://openalex.org/W4312671192","https://openalex.org/W2387053421","https://openalex.org/W4205181462","https://openalex.org/W3139964550","https://openalex.org/W2376953431","https://openalex.org/W2949799777","https://openalex.org/W2389177173","https://openalex.org/W2163958188"],"abstract_inverted_index":{"Data-driven":[0,39],"knowledge":[1,40,70,79,132],"acquiring":[2,41,80,133],"approach":[3],"is":[4,19,52,135],"characterized":[5],"by":[6,47],"and":[7,31,58,66,92,116,126,146],"hence":[8],"advantageous":[9],"for":[10,22,100,142,152],"its":[11],"unnecessity":[12],"of":[13,33,57,75,149,158],"prior":[14],"domain":[15],"knowledge.":[16],"Therefore,":[17],"it":[18],"very":[20],"possible":[21],"its,":[23],"induced":[24,68],"results":[25],"to":[26],"express":[27],"the":[28,73,139,147,163],"potential":[29],"characteristics":[30,115],"patterns":[32],"decision":[34,63,155],"information":[35,64],"systems":[36,65],"more":[37],"objectively.":[38],"process":[42],"can":[43,88],"be":[44,89],"effectively":[45],"conducted":[46],"system":[48,86,101,144],"uncertainty":[49,51,104,145],"since":[50],"an":[53,59],"intrinsic":[54],"common":[55],"feature":[56],"essential":[60],"link":[61],"between":[62],"their":[67],"rule-like":[69],"systems.":[71],"Obviously,":[72],"effectiveness":[74],"such":[76],"a":[77,96,129],"data-driven":[78,131],"framework":[81],"depends":[82],"heavily":[83],"on":[84,107,138],"whether":[85],"uncertainly":[87],"measured":[90],"reasonably":[91],"precisely.":[93],"To":[94],"find":[95],"suitable":[97],"measure":[98],"method":[99,141],"uncertainty,":[102],"various":[103],"measurements":[105],"based":[106,137],"rough":[108],"set":[109],"theory":[110],"are":[111,119,123],"studied.":[112],"Their":[113,121],"algebraic":[114],"quantitative":[117],"relations":[118],"disclosed.":[120],"performances":[122],"comprehensively":[124],"studied":[125],"compared.":[127],"Then,":[128],"new":[130],"algorithm":[134,148,165],"developed":[136],"optimal":[140],"measuring":[143],"Professor":[150],"Skowron":[151],"mining":[153],"default":[154],"rules.":[156],"Results":[157],"simulation":[159],"experiments":[160],"illustrate":[161],"that":[162],"proposed":[164],"obviously":[166],"outperforms":[167],"other":[168],"similar":[169],"algorithms.":[170]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}