{"id":"https://openalex.org/W2022863556","doi":"https://doi.org/10.1145/2486092.2486122","title":"Formalization of emergence in multi-agent systems","display_name":"Formalization of emergence in multi-agent systems","publication_year":2013,"publication_date":"2013-05-19","ids":{"openalex":"https://openalex.org/W2022863556","doi":"https://doi.org/10.1145/2486092.2486122","mag":"2022863556"},"language":"en","primary_location":{"id":"doi:10.1145/2486092.2486122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2486092.2486122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation","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/A5019187849","display_name":"Yong Meng Teo","orcid":"https://orcid.org/0000-0002-3391-2941"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yong Meng Teo","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089892716","display_name":"Ba Linh Luong","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ba Linh Luong","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016821538","display_name":"Claudia Szabo","orcid":"https://orcid.org/0000-0003-2501-1155"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claudia Szabo","raw_affiliation_strings":["University of Adelaide, Adelaide, Australia","[University of Adelaide, Adelaide, Australia]"],"affiliations":[{"raw_affiliation_string":"University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"[University of Adelaide, Adelaide, Australia]","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019187849"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":4.9423,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94908557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"231","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9977999925613403,"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":0.9977999925613403,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9889000058174133,"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":0.7917765378952026},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5276328921318054},{"id":"https://openalex.org/keywords/formal-language","display_name":"Formal language","score":0.5132903456687927},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5090402960777283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47059905529022217},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4659745395183563},{"id":"https://openalex.org/keywords/grammar-systems-theory","display_name":"Grammar systems theory","score":0.464664101600647},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.43688151240348816},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.24036934971809387},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14981722831726074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7917765378952026},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5276328921318054},{"id":"https://openalex.org/C146072743","wikidata":"https://www.wikidata.org/wiki/Q192161","display_name":"Formal language","level":2,"score":0.5132903456687927},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5090402960777283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47059905529022217},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4659745395183563},{"id":"https://openalex.org/C500879282","wikidata":"https://www.wikidata.org/wiki/Q5593671","display_name":"Grammar systems theory","level":4,"score":0.464664101600647},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.43688151240348816},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.24036934971809387},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14981722831726074},{"id":"https://openalex.org/C69298649","wikidata":"https://www.wikidata.org/wiki/Q6045214","display_name":"Emergent grammar","level":3,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2486092.2486122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2486092.2486122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/78151","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/78151","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.307.9671","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.307.9671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.nus.edu.sg/~teoym/pub/13/PADS2013-formalization-p231.pdf","raw_type":"text"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/83848","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/83848","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1145/2486092.2486122","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4399999976158142,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320698","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W125598877","https://openalex.org/W191251147","https://openalex.org/W228505724","https://openalex.org/W1242929229","https://openalex.org/W1498432697","https://openalex.org/W1505608490","https://openalex.org/W1510398631","https://openalex.org/W1515524860","https://openalex.org/W1527963763","https://openalex.org/W1544145404","https://openalex.org/W1574388664","https://openalex.org/W1642043363","https://openalex.org/W1893078127","https://openalex.org/W1934841812","https://openalex.org/W1979671873","https://openalex.org/W1985052748","https://openalex.org/W1995875735","https://openalex.org/W2028827077","https://openalex.org/W2032930116","https://openalex.org/W2036857822","https://openalex.org/W2059587102","https://openalex.org/W2065994824","https://openalex.org/W2091697207","https://openalex.org/W2093564261","https://openalex.org/W2102993795","https://openalex.org/W2113677021","https://openalex.org/W2121598006","https://openalex.org/W2135101040","https://openalex.org/W2138015110","https://openalex.org/W2145926739","https://openalex.org/W2150312211","https://openalex.org/W2151415973","https://openalex.org/W2160113294","https://openalex.org/W2171148850","https://openalex.org/W2202269014","https://openalex.org/W2296492165","https://openalex.org/W2400893513","https://openalex.org/W2963340277","https://openalex.org/W3037473131","https://openalex.org/W3102597582","https://openalex.org/W3122068066","https://openalex.org/W4237419258","https://openalex.org/W4242915618","https://openalex.org/W4299417903","https://openalex.org/W4386771575"],"related_works":["https://openalex.org/W169963607","https://openalex.org/W2111424458","https://openalex.org/W2031108971","https://openalex.org/W2391687193","https://openalex.org/W3005766718","https://openalex.org/W1527504055","https://openalex.org/W41582849","https://openalex.org/W2245838131","https://openalex.org/W2114340842","https://openalex.org/W839092314"],"abstract_inverted_index":{"Emergence":[0],"is":[1,20,37,92,99,136,144],"a":[2,26,38,53,68],"distinguishing":[3],"feature":[4],"in":[5,23,62],"systems,":[6],"especially":[7],"when":[8],"complexity":[9,167],"grows":[10],"with":[11,110],"the":[12,43,50,76,105,162,166],"number":[13],"of":[14,28,40,45,52,80,87,125,130,149,168],"components,":[15],"interactions,":[16],"and":[17,25,47,58,74,78,102,127,154,158],"connectivity.":[18],"There":[19],"immense":[21],"interest":[22,126],"emergence,":[24,140],"plethora":[27],"definitions":[29],"from":[30,104],"philosophy":[31],"to":[32,56,72,146],"sciences.":[33],"Despite":[34],"this,":[35],"there":[36],"lack":[39],"consensus":[41],"on":[42,94,122],"definition":[44,86],"emergence":[46,81,97],"this":[48],"hinders":[49],"development":[51],"formal":[54,170],"approach":[55,71,91,114],"understand":[57],"predict":[59],"emergent":[60,88],"behavior":[61],"multi-agent":[63],"systems.":[64,156],"This":[65],"paper":[66],"proposes":[67],"grammar-based":[69],"set-theoretic":[70],"formalize":[73],"verify":[75],"existence":[77],"extent":[79],"without":[82],"prior":[83],"knowledge":[84],"or":[85],"properties.":[89],"Our":[90],"based":[93],"weak":[95],"(basic)":[96],"that":[98],"both":[100],"generated":[101],"autonomous":[103],"underlying":[106],"agents.":[107],"In":[108,138],"contrast":[109],"current":[111],"work,":[112],"our":[113,141,169],"has":[115],"two":[116],"main":[117],"advantages.":[118],"By":[119],"focusing":[120],"only":[121],"system":[123],"interactions":[124],"feasible":[128],"combinations":[129],"individual":[131],"agent":[132],"behavior,":[133],"state-space":[134],"explosion":[135],"reduced.":[137],"formalizing":[139],"extended":[142],"grammar":[143],"designed":[145],"model":[147,164],"agents":[148],"diverse":[150],"types,":[151],"mobile":[152],"agents,":[153],"open":[155],"Theoretical":[157],"experimental":[159],"studies":[160],"using":[161],"boids":[163],"demonstrate":[165],"approach.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
