{"id":"https://openalex.org/W2785648216","doi":"https://doi.org/10.1109/ice.2017.8280025","title":"An automated knowledge discovery framework with multi-agent systems \u2014 KDMAS","display_name":"An automated knowledge discovery framework with multi-agent systems \u2014 KDMAS","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2785648216","doi":"https://doi.org/10.1109/ice.2017.8280025","mag":"2785648216"},"language":"en","primary_location":{"id":"doi:10.1109/ice.2017.8280025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280025","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","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/A5089961985","display_name":"Manuella Kadar","orcid":"https://orcid.org/0000-0002-3110-7164"},"institutions":[{"id":"https://openalex.org/I4210140223","display_name":"1 Decembrie 1918 University","ror":"https://ror.org/04577k168","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210140223"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Manuella Kadar","raw_affiliation_strings":["Department of Computer Science and Engineering, \u201c1 Decembrie 1918\u201d University of Alba Iulia, Romania","Department of Computer Science and Engineering, \"1 Decembrie 1918\" University of Alba Iulia, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, \u201c1 Decembrie 1918\u201d University of Alba Iulia, Romania","institution_ids":["https://openalex.org/I4210140223"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, \"1 Decembrie 1918\" University of Alba Iulia, Romania","institution_ids":["https://openalex.org/I4210140223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019957231","display_name":"Adrian Tulbure","orcid":"https://orcid.org/0000-0002-5114-6398"},"institutions":[{"id":"https://openalex.org/I4210140223","display_name":"1 Decembrie 1918 University","ror":"https://ror.org/04577k168","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210140223"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Tulbure","raw_affiliation_strings":["Department of Computer Science and Engineering, \u201c1 Decembrie 1918\u201d University of Alba Iulia, Romania","Department of Computer Science and Engineering, \"1 Decembrie 1918\" University of Alba Iulia, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, \u201c1 Decembrie 1918\u201d University of Alba Iulia, Romania","institution_ids":["https://openalex.org/I4210140223"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, \"1 Decembrie 1918\" University of Alba Iulia, Romania","institution_ids":["https://openalex.org/I4210140223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089961985"],"corresponding_institution_ids":["https://openalex.org/I4210140223"],"apc_list":null,"apc_paid":null,"fwci":0.1038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45111353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"30","issue":null,"first_page":"1262","last_page":"1267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9973999857902527,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9973999857902527,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9951000213623047,"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":0.994700014591217,"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":0.7831730246543884},{"id":"https://openalex.org/keywords/software-mining","display_name":"Software mining","score":0.6877878904342651},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.6405438184738159},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5775004625320435},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5398757457733154},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5277557969093323},{"id":"https://openalex.org/keywords/ontology-engineering","display_name":"Ontology engineering","score":0.4966316819190979},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49522557854652405},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4870660603046417},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.45611804723739624},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4357765316963196},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42597270011901855},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.42298173904418945},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.4155391454696655},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39240461587905884},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37271568179130554},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.2862356901168823},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.276889443397522},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.27323830127716064},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2592054605484009},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1672801673412323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14821857213974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7831730246543884},{"id":"https://openalex.org/C103520596","wikidata":"https://www.wikidata.org/wiki/Q7554328","display_name":"Software mining","level":5,"score":0.6877878904342651},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.6405438184738159},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5775004625320435},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5398757457733154},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5277557969093323},{"id":"https://openalex.org/C2778820784","wikidata":"https://www.wikidata.org/wiki/Q1027508","display_name":"Ontology engineering","level":4,"score":0.4966316819190979},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49522557854652405},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4870660603046417},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.45611804723739624},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4357765316963196},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42597270011901855},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.42298173904418945},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.4155391454696655},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39240461587905884},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37271568179130554},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2862356901168823},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.276889443397522},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.27323830127716064},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2592054605484009},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1672801673412323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14821857213974},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ice.2017.8280025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280025","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W347533904","https://openalex.org/W623659014","https://openalex.org/W1515234377","https://openalex.org/W1682887109","https://openalex.org/W2129899354","https://openalex.org/W2155814345","https://openalex.org/W2164827431","https://openalex.org/W2318543369","https://openalex.org/W2789975344","https://openalex.org/W2903061052","https://openalex.org/W4285719527","https://openalex.org/W6619938170","https://openalex.org/W6683062099","https://openalex.org/W6699777507"],"related_works":["https://openalex.org/W2357854711","https://openalex.org/W4243448361","https://openalex.org/W2054759342","https://openalex.org/W4238295657","https://openalex.org/W1992055415","https://openalex.org/W2100912782","https://openalex.org/W2051700896","https://openalex.org/W4239551281","https://openalex.org/W1552255772","https://openalex.org/W2111524952"],"abstract_inverted_index":{"Extracting":[0],"semantics,":[1],"entities":[2],"and":[3,30,73,79,104,111,118],"patterns":[4],"from":[5,65],"collections":[6],"or":[7],"the":[8,44,80,101,119],"semantic":[9,70],"web":[10],"is":[11,125],"a":[12,39,97],"knowledge":[13,47,56],"discovery":[14,57],"process,":[15],"which":[16],"can":[17,35],"be":[18,36],"automated":[19],"by":[20],"using":[21],"multi-agent":[22],"systems.":[23],"Such":[24],"multi":[25],"-agent":[26],"systems":[27],"are":[28,86],"intelligent":[29],"collaborative":[31],"software":[32],"agents":[33,42],"that":[34,61,95],"orchestrated":[37],"into":[38],"federation":[40],"of":[41,46,100],"with":[43],"scope":[45],"discovery.":[48],"This":[49],"paper":[50],"presents":[51],"an":[52,89],"integrated":[53],"methodology":[54,78],"for":[55],"in":[58],"data":[59,112],"warehouses":[60],"have":[62],"been":[63],"populated":[64],"various":[66],"sources":[67],"such":[68],"as":[69],"web,":[71],"databases,":[72],"social":[74],"media.":[75],"The":[76,115],"proposed":[77],"Knowledge":[81],"Discovery":[82],"Multi-agent":[83],"System":[84],"(KDMAS)":[85],"based":[87],"on":[88],"innovative":[90],"process":[91],"oriented":[92],"design,":[93],"method":[94],"gives":[96],"holistic":[98],"view":[99],"system":[102],"components":[103],"it":[105],"combines":[106],"agent":[107],"engineering,":[108],"ontology":[109],"engineering":[110],"mining":[113],"techniques.":[114],"case":[116],"study":[117],"domain":[120],"used":[121],"to":[122],"evaluate":[123],"KDMAS":[124],"Cultural":[126],"Heritage":[127],"(CH).":[128]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}