{"id":"https://openalex.org/W2115787124","doi":"https://doi.org/10.1109/coginf.2002.1039290","title":"Software agents: quality, complexity and uncertainty issues","display_name":"Software agents: quality, complexity and uncertainty issues","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2115787124","doi":"https://doi.org/10.1109/coginf.2002.1039290","mag":"2115787124"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2002.1039290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2002.1039290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings First IEEE International Conference on Cognitive Informatics","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/A5008779348","display_name":"Behrouz H. Far","orcid":"https://orcid.org/0000-0003-1589-8039"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"B.H. Far","raw_affiliation_strings":["Faculty of Engineering, University of Calgary, Canada","Fac. of Eng., Calgary Univ., Alta., Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Fac. of Eng., Calgary Univ., Alta., Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008779348"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":0.4569,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.74677594,"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":"122","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9975000023841858,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9975000023841858,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.983299970626831,"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":0.6900302171707153},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6723537445068359},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.570472240447998},{"id":"https://openalex.org/keywords/cognitive-complexity","display_name":"Cognitive complexity","score":0.5482583045959473},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5297533273696899},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5091173052787781},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4769384264945984},{"id":"https://openalex.org/keywords/programming-complexity","display_name":"Programming complexity","score":0.46707916259765625},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3907053470611572},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.2742014229297638},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.23308798670768738},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12931734323501587},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.07492092251777649}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900302171707153},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6723537445068359},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.570472240447998},{"id":"https://openalex.org/C171022839","wikidata":"https://www.wikidata.org/wiki/Q5141199","display_name":"Cognitive complexity","level":3,"score":0.5482583045959473},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5297533273696899},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5091173052787781},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4769384264945984},{"id":"https://openalex.org/C66429209","wikidata":"https://www.wikidata.org/wiki/Q7248499","display_name":"Programming complexity","level":5,"score":0.46707916259765625},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3907053470611572},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2742014229297638},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.23308798670768738},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12931734323501587},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.07492092251777649},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/coginf.2002.1039290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2002.1039290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings First IEEE International Conference on Cognitive Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.73.1681","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.73.1681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.enel.ucalgary.ca/People/far/pub/papers/2002/FAR_ICCI2002.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5299999713897705,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W98626154","https://openalex.org/W1493596129","https://openalex.org/W1513941300","https://openalex.org/W1594273630","https://openalex.org/W1964962870","https://openalex.org/W1967389872","https://openalex.org/W1981782231","https://openalex.org/W1994410397","https://openalex.org/W2042418169","https://openalex.org/W2059621895","https://openalex.org/W2060907774","https://openalex.org/W2107401338","https://openalex.org/W2167830984","https://openalex.org/W2394536306","https://openalex.org/W3217434207","https://openalex.org/W4378220946","https://openalex.org/W6631032737","https://openalex.org/W6665813649"],"related_works":["https://openalex.org/W2783923050","https://openalex.org/W2326343381","https://openalex.org/W2588642367","https://openalex.org/W4285816396","https://openalex.org/W2162429048","https://openalex.org/W2112645993","https://openalex.org/W4388421383","https://openalex.org/W2337747811","https://openalex.org/W4243199288","https://openalex.org/W2089640190"],"abstract_inverted_index":{"In":[0,92],"software":[1],"engineering":[2],"community":[3],"there":[4],"is":[5],"an":[6],"increasing":[7],"effort":[8],"of":[9,13,40,47,54,66,73,104,124,134],"design":[10],"and":[11,26,44,56,76,79,90,97,101,106,113,136,139],"development":[12],"multiagent":[14],"systems":[15],"(MAS).":[16],"Among":[17],"several":[18],"issues":[19,28,103],"emerging":[20],"from":[21],"this":[22,93],"initiative,":[23],"complexity,":[24],"quality":[25,39,100,112],"uncertainty":[27,144],"have":[29],"not":[30],"yet":[31],"received":[32],"much":[33],"attention.":[34],"The":[35,115],"main":[36],"factors":[37],"affecting":[38],"MAS":[41,48,67,105,127,135],"are":[42,117],"complexity":[43,58,102],"knowledgeability.":[45],"Complexity":[46],"can":[49,68],"be":[50,69],"defined":[51,70],"in":[52,59,71,145],"terms":[53,72],"structural":[55],"algorithmic":[57],"either":[60],"objective":[61],"or":[62],"subjective":[63],"way.":[64],"Knowleageability":[65],"problem":[74],"solving":[75],"cognitive":[77],"capabilities":[78],"the":[80,99,111,132],"ability":[81],"to":[82,109,141],"cope":[83,142],"with":[84,143],"interactions,":[85],"such":[86],"as":[87],"cooperation,":[88],"coordination":[89],"competition.":[91],"paper":[94],"we":[95,130],"define":[96,107],"address":[98,131],"metrics":[108,116],"measure":[110],"complexity.":[114],"used":[118],"for":[119,126],"devising":[120],"a":[121],"candidate":[122],"set":[123],"agents":[125],"design.":[128],"Furthermore,":[129],"knowledgeability":[133],"devise":[137],"models":[138],"techniques":[140],"competitive":[146],"situations.":[147]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
