{"id":"https://openalex.org/W4242650087","doi":"https://doi.org/10.1109/wsc.2014.7019889","title":"Understanding complex systems: Using interaction as a measure of emergence","display_name":"Understanding complex systems: Using interaction as a measure of emergence","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W4242650087","doi":"https://doi.org/10.1109/wsc.2014.7019889"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2014.7019889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019889","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","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":"Proceedings of the Winter Simulation Conference 2014","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/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":true,"raw_author_name":"Claudia Szabo","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019187849","display_name":"Yong Meng Teo","orcid":"https://orcid.org/0000-0002-3391-2941"},"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":"Yong Meng Teo","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079383354","display_name":"Gautam K. Chengleput","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":"Gautam K. Chengleput","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016821538"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":2.1502,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88924051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"207","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/measure","display_name":"Measure (data warehouse)","score":0.7308757305145264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7296958565711975},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5439583659172058},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.48584887385368347},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4258453845977783},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32510823011398315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2889528274536133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18209600448608398}],"concepts":[{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7308757305145264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7296958565711975},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5439583659172058},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.48584887385368347},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4258453845977783},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32510823011398315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2889528274536133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18209600448608398},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2014.7019889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019889","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","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":"Proceedings of the Winter Simulation Conference 2014","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/107661","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/107661","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/10.1109/wsc.2014.7019889","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"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":34,"referenced_works":["https://openalex.org/W11035765","https://openalex.org/W22446039","https://openalex.org/W1601836182","https://openalex.org/W1672553456","https://openalex.org/W1922673076","https://openalex.org/W1979671873","https://openalex.org/W1983730381","https://openalex.org/W2022863556","https://openalex.org/W2037765392","https://openalex.org/W2041746989","https://openalex.org/W2083146005","https://openalex.org/W2121598006","https://openalex.org/W2130547769","https://openalex.org/W2135101040","https://openalex.org/W2138015110","https://openalex.org/W2143902672","https://openalex.org/W2150312211","https://openalex.org/W2160754664","https://openalex.org/W2171148850","https://openalex.org/W2207725847","https://openalex.org/W3101870908","https://openalex.org/W3139186911","https://openalex.org/W3139556383","https://openalex.org/W3141069541","https://openalex.org/W4231590641","https://openalex.org/W4242915618","https://openalex.org/W4248636106","https://openalex.org/W6600453709","https://openalex.org/W6600896575","https://openalex.org/W6636231321","https://openalex.org/W6637256948","https://openalex.org/W6659897802","https://openalex.org/W6685429694","https://openalex.org/W6688561606"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2387011115","https://openalex.org/W4234808182","https://openalex.org/W2382043075","https://openalex.org/W2809151339","https://openalex.org/W2216913934","https://openalex.org/W2360673138","https://openalex.org/W2809370583","https://openalex.org/W4301447905","https://openalex.org/W2333722679"],"abstract_inverted_index":{"Understanding":[0],"the":[1,17,43,52,73,117],"behavior":[2,56],"of":[3,22,30,54,70,94,101,116,123],"complex":[4],"systems":[5,12,124],"is":[6],"becoming":[7],"a":[8,68,92,99,105],"crucial":[9],"issue":[10],"as":[11,67,91,108],"grow":[13],"in":[14],"size,":[15],"and":[16,19,58,85,137,141,145],"interconnection":[18],"geographical":[20],"distribution":[21],"their":[23,139],"components":[24,32],"diversifies.":[25],"The":[26],"interaction":[27,66,90,102,114,121],"over":[28],"time":[29],"many":[31,59],"often":[33],"leads":[34],"to":[35,42,62,75,130],"emergent":[36,55],"behavior,":[37],"which":[38],"can":[39],"be":[40],"harmful":[41],"system.":[44],"Despite":[45],"this,":[46],"very":[47],"few":[48],"practical":[49],"approaches":[50,136],"for":[51],"identification":[53],"exist,":[57],"are":[60],"unfeasible":[61],"implement.":[63],"Approaches":[64],"using":[65,143],"measure":[69,93],"emergence":[71],"have":[72,126],"potential":[74],"alleviate":[76],"this":[77,80],"problem.":[78],"In":[79],"paper,":[81],"we":[82],"analyse":[83],"absolute":[84],"relative":[86],"methods":[87,97,112],"that":[88,103,125],"use":[89],"emergence.":[95,132],"Absolute":[96],"compute":[98],"degree":[100],"characterizes":[104],"system":[106,118],"state":[107,119],"being":[109],"emergent.":[110],"Relative":[111],"compare":[113],"graphs":[115,122],"with":[120],"been":[127],"shown":[128],"previously":[129],"exhibit":[131],"We":[133],"present":[134],"these":[135],"discuss":[138],"advantages":[140],"limitations":[142],"theoretical":[144],"experimental":[146],"analysis.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
