{"id":"https://openalex.org/W2163958188","doi":"https://doi.org/10.1109/fskd.2007.168","title":"An Intelligent Knowledge Discovery System with a Novel Knowledge Acquisition Methodology","display_name":"An Intelligent Knowledge Discovery System with a Novel Knowledge Acquisition Methodology","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2163958188","doi":"https://doi.org/10.1109/fskd.2007.168","mag":"2163958188"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2007.168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2007.168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007)","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":"https://openalex.org/A5066363674","display_name":"Qingzhang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingzhang Chen","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408418","display_name":"Chao Chen","orcid":"https://orcid.org/0009-0006-9113-7994"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100726390","display_name":"Xiaoying Chen","orcid":"https://orcid.org/0000-0002-5090-5348"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Chen","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.19920245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"322","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9968000054359436,"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/T11106","display_name":"Data Management and Algorithms","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8292057514190674},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.80259108543396},{"id":"https://openalex.org/keywords/software-mining","display_name":"Software mining","score":0.7186888456344604},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.695624828338623},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.5712934732437134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5217645764350891},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.48990267515182495},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.48525023460388184},{"id":"https://openalex.org/keywords/open-knowledge-base-connectivity","display_name":"Open Knowledge Base Connectivity","score":0.45101621747016907},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.44098687171936035},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4309573173522949},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36971279978752136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27282431721687317},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.189164936542511},{"id":"https://openalex.org/keywords/personal-knowledge-management","display_name":"Personal knowledge management","score":0.17640650272369385},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1440519094467163},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11747875809669495},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.10937783122062683},{"id":"https://openalex.org/keywords/organizational-learning","display_name":"Organizational learning","score":0.085528165102005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8292057514190674},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.80259108543396},{"id":"https://openalex.org/C103520596","wikidata":"https://www.wikidata.org/wiki/Q7554328","display_name":"Software mining","level":5,"score":0.7186888456344604},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.695624828338623},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.5712934732437134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5217645764350891},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.48990267515182495},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.48525023460388184},{"id":"https://openalex.org/C29804473","wikidata":"https://www.wikidata.org/wiki/Q2025711","display_name":"Open Knowledge Base Connectivity","level":4,"score":0.45101621747016907},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.44098687171936035},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4309573173522949},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36971279978752136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27282431721687317},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.189164936542511},{"id":"https://openalex.org/C187572123","wikidata":"https://www.wikidata.org/wiki/Q2034224","display_name":"Personal knowledge management","level":3,"score":0.17640650272369385},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1440519094467163},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11747875809669495},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.10937783122062683},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.085528165102005},{"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/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2007.168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2007.168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W150633672","https://openalex.org/W199743680","https://openalex.org/W1505307961","https://openalex.org/W1523293200","https://openalex.org/W1541442815","https://openalex.org/W1912438391","https://openalex.org/W2022344533","https://openalex.org/W2029546090","https://openalex.org/W2097319945","https://openalex.org/W2104813727","https://openalex.org/W2124100848","https://openalex.org/W2125092265","https://openalex.org/W2157339323","https://openalex.org/W2166559705","https://openalex.org/W2251458042","https://openalex.org/W2956257956","https://openalex.org/W4206793138","https://openalex.org/W6606163817","https://openalex.org/W6631217308","https://openalex.org/W6632235545","https://openalex.org/W6678231486"],"related_works":["https://openalex.org/W2086580554","https://openalex.org/W2125479495","https://openalex.org/W129258864","https://openalex.org/W2479922357","https://openalex.org/W2170990285","https://openalex.org/W762260615","https://openalex.org/W2012251886","https://openalex.org/W2083235194","https://openalex.org/W2399692947","https://openalex.org/W2361076592"],"abstract_inverted_index":{"The":[0],"rapid":[1],"increase":[2],"of":[3,10,40,112],"raw":[4],"data":[5,11,23,32,41,62],"improves":[6],"a":[7,48],"large":[8],"number":[9],"mining":[12,24,63],"algorithms.":[13],"But":[14],"this":[15,44],"trend":[16],"makes":[17],"it":[18],"difficult":[19],"to":[20,26,59,65,86],"choose":[21],"suited":[22],"algorithms":[25,64],"discover":[27,66],"valid":[28],"knowledge":[29,71,89,101],"in":[30,80,102],"the":[31,100,110],"repositories":[33],"for":[34,82],"users":[35,58],"with":[36],"few":[37],"prior":[38],"experience":[39],"mining.":[42],"In":[43],"paper,":[45],"we":[46,96,108],"propose":[47],"framework":[49],"named":[50],"Intelligent":[51],"Knowledge":[52],"Discovery":[53],"System":[54],"(IKDS)":[55],"which":[56],"help":[57],"select":[60],"appropriate":[61],"useful":[67],"knowledge.":[68,94],"A":[69],"novel":[70],"acquisition":[72],"methodology":[73],"called":[74],"Simplified-":[75],"EMCUD":[76],"(SIMCAP)":[77],"is":[78],"proposes":[79],"IKDS":[81,103],"its":[83],"Expert":[84],"system":[85],"elicit":[87],"explicit":[88],"as":[90,92],"well":[91],"implicit":[93],"Then":[95],"represent":[97],"and":[98,114],"store":[99],"by":[104],"XML.":[105],"At":[106],"last":[107],"give":[109],"prototypes":[111],"SIMCAP":[113],"IKDS.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
