{"id":"https://openalex.org/W1928338977","doi":"https://doi.org/10.3233/idt-130162","title":"A comparison between a communication-based and a data mining-based learning approach for agents1","display_name":"A comparison between a communication-based and a data mining-based learning approach for agents1","publication_year":2013,"publication_date":"2013-06-19","ids":{"openalex":"https://openalex.org/W1928338977","doi":"https://doi.org/10.3233/idt-130162","mag":"1928338977"},"language":"en","primary_location":{"id":"doi:10.3233/idt-130162","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-130162","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","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/A5007892916","display_name":"Nguyen-Thinh Le","orcid":"https://orcid.org/0000-0003-0365-9946"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nguyen-Thinh Le","raw_affiliation_strings":["Department of Informatics, Clausthal University of Technology, Clausthal-Zellerfeld, Germany","Department of Informatics, Clausthal University of Technology, Clausthal-zellerfeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Clausthal University of Technology, Clausthal-Zellerfeld, Germany","institution_ids":["https://openalex.org/I43980791"]},{"raw_affiliation_string":"Department of Informatics, Clausthal University of Technology, Clausthal-zellerfeld, Germany","institution_ids":["https://openalex.org/I43980791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057497085","display_name":"Niels Pinkwart","orcid":"https://orcid.org/0000-0001-7076-9737"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niels Pinkwart","raw_affiliation_strings":["Department of Informatics, Clausthal University of Technology, Clausthal-Zellerfeld, Germany","Department of Informatics, Clausthal University of Technology, Clausthal-zellerfeld, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Clausthal University of Technology, Clausthal-Zellerfeld, Germany","institution_ids":["https://openalex.org/I43980791"]},{"raw_affiliation_string":"Department of Informatics, Clausthal University of Technology, Clausthal-zellerfeld, Germany","institution_ids":["https://openalex.org/I43980791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5007892916"],"corresponding_institution_ids":["https://openalex.org/I43980791"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05774919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"3","first_page":"185","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9937999844551086,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9937999844551086,"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":0.9894000291824341,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9790999889373779,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7029181122779846},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.648630678653717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5705481767654419},{"id":"https://openalex.org/keywords/jade","display_name":"JADE (particle detector)","score":0.49498552083969116},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4670366942882538},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4543158710002899},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4261060953140259},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08241605758666992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7029181122779846},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.648630678653717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5705481767654419},{"id":"https://openalex.org/C2780032874","wikidata":"https://www.wikidata.org/wiki/Q16948557","display_name":"JADE (particle detector)","level":2,"score":0.49498552083969116},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4670366942882538},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4543158710002899},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4261060953140259},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08241605758666992},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/idt-130162","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-130162","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1488636191","https://openalex.org/W1515851193","https://openalex.org/W1570448133","https://openalex.org/W1596802014","https://openalex.org/W1949804828","https://openalex.org/W1986014385","https://openalex.org/W2097153782","https://openalex.org/W2107544712","https://openalex.org/W2116157560","https://openalex.org/W2116924118","https://openalex.org/W2121863487","https://openalex.org/W2137375617","https://openalex.org/W2140584963","https://openalex.org/W2156869222","https://openalex.org/W2162768030","https://openalex.org/W2163311541","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W4293167945","https://openalex.org/W2388370403","https://openalex.org/W2387479890","https://openalex.org/W3126578166","https://openalex.org/W2351468457","https://openalex.org/W2967308338","https://openalex.org/W2381248637","https://openalex.org/W2116814982","https://openalex.org/W2108086216","https://openalex.org/W2140308918"],"abstract_inverted_index":{"In":[0,52],"complex":[1],"application":[2],"systems,":[3],"there":[4],"are":[5],"typically":[6],"not":[7],"only":[8],"autonomous":[9],"components":[10],"which":[11,151,166],"can":[12,30,41],"be":[13,31],"represented":[14],"by":[15,104,157],"agents,":[16,92],"but":[17],"humans":[18,29,46,66,114,172],"may":[19],"also":[20,160],"play":[21],"a":[22,38,57,80,84,89,97,121,132,162,175],"role.":[23],"The":[24,70,136],"interaction":[25],"between":[26,88],"agents":[27,42,61,78,94,109,145],"and":[28,91,107],"learned":[32],"to":[33,47],"enhance":[34],"the":[35,101,105,116,142,147,168,185,193],"stability":[36],"of":[37,45,74,171],"system.":[39],"How":[40],"adopt":[43],"strategies":[44],"solve":[48],"c":[49],"onflict":[50],"situations?":[51],"this":[53,128],"paper,":[54],"we":[55],"present":[56],"learning":[58,71,129,196],"algorithm":[59,72,130],"for":[60,177],"based":[62,195],"on":[63],"communication":[64,194],"with":[65,113],"in":[67,96,120],"conflict":[68,81,98,123],"situations.":[69],"consists":[73],"four":[75],"phases:":[76],"1)":[77],"detect":[79],"situation,":[82],"2)":[83],"conversation":[85],"takes":[86],"place":[87],"human":[90],"3)":[93],"involved":[95],"situation":[99],"evaluate":[100],"strategy":[102,119,150,176],"applied":[103,154],"human,":[106],"4)":[108],"that":[110,140,184],"have":[111,126],"interacted":[112],"apply":[115],"best":[117],"rated":[118],"similar":[122],"situation.":[124],"We":[125,159],"evaluated":[127],"using":[131],"Jade/Repast":[133],"simulation":[134],"framework.":[135],"evaluation":[137],"study":[138,182],"shows":[139],"applying":[141],"communication-based":[143],"approach":[144,165,188],"adopted":[146],"problem":[148],"solving":[149,178],"has":[152],"been":[153],"most":[155],"frequently":[156],"humans.":[158],"developed":[161],"data":[163,186],"mining-based":[164,187],"predicts":[167],"behavior":[169],"patterns":[170],"while":[173],"deciding":[174],"conflicts.":[179],"A":[180],"pilot":[181],"demonstrates":[183],"is":[189],"less":[190],"effective":[191],"than":[192],"approach.":[197]},"counts_by_year":[],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}
