{"id":"https://openalex.org/W2124445456","doi":"https://doi.org/10.1080/08839510290030499","title":"The Role Of Reflection In Simulating And Testing Agents: An Exploration Based On The Simulation System James","display_name":"The Role Of Reflection In Simulating And Testing Agents: An Exploration Based On The Simulation System James","publication_year":2002,"publication_date":"2002-10-01","ids":{"openalex":"https://openalex.org/W2124445456","doi":"https://doi.org/10.1080/08839510290030499","mag":"2124445456"},"language":"en","primary_location":{"id":"doi:10.1080/08839510290030499","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510290030499","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510290030499?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510290030499?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063515034","display_name":"Adelinde M. Uhrmacher","orcid":"https://orcid.org/0000-0001-5256-4682"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"A. M. Uhrmacher","raw_affiliation_strings":["Department of Computer Science , University of Rostock , Rostock, Germany","Department of Computer Science, University of Rostock, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Rostock , Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]},{"raw_affiliation_string":"Department of Computer Science, University of Rostock, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000746123","display_name":"Mathias R\u00f6hl","orcid":null},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. R\u00f6hl","raw_affiliation_strings":["Department of Computer Science , University of Rostock , Rostock, Germany","Department of Computer Science, University of Rostock, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Rostock , Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]},{"raw_affiliation_string":"Department of Computer Science, University of Rostock, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059363138","display_name":"Bernd G. Kullick","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Kullick","raw_affiliation_strings":["Microsoft Services Custom Development , Unterschleissheim, Germany"],"affiliations":[{"raw_affiliation_string":"Microsoft Services Custom Development , Unterschleissheim, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063515034"],"corresponding_institution_ids":["https://openalex.org/I4665924"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":3.3352,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92829155,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":"9-10","first_page":"795","last_page":"811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9994000196456909,"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":0.9994000196456909,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8864651322364807},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.6726455092430115},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5400981903076172},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5101493000984192},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.4481807351112366},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.42338261008262634},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.41928544640541077},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.41829541325569153},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3698994815349579},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3200593590736389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22074803709983826},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18288683891296387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8864651322364807},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.6726455092430115},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5400981903076172},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5101493000984192},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.4481807351112366},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.42338261008262634},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.41928544640541077},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.41829541325569153},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3698994815349579},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3200593590736389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22074803709983826},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18288683891296387},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08839510290030499","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510290030499","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510290030499?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/08839510290030499","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510290030499","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510290030499?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2124445456.pdf","grobid_xml":"https://content.openalex.org/works/W2124445456.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W102423127","https://openalex.org/W203600713","https://openalex.org/W1525833200","https://openalex.org/W1595106117","https://openalex.org/W1608590154","https://openalex.org/W1984607440","https://openalex.org/W1990585966","https://openalex.org/W2003404630","https://openalex.org/W2006410236","https://openalex.org/W2011225157","https://openalex.org/W2012979486","https://openalex.org/W2042363190","https://openalex.org/W2049551822","https://openalex.org/W2057833111","https://openalex.org/W2089507474","https://openalex.org/W2114292388","https://openalex.org/W2128672031","https://openalex.org/W2129395888","https://openalex.org/W2137869212","https://openalex.org/W2144734878","https://openalex.org/W2153618148","https://openalex.org/W2157717203","https://openalex.org/W2162513728","https://openalex.org/W4211153813","https://openalex.org/W4242108051","https://openalex.org/W4251495886"],"related_works":["https://openalex.org/W2749690376","https://openalex.org/W4281673905","https://openalex.org/W2997587123","https://openalex.org/W2788563018","https://openalex.org/W2786317006","https://openalex.org/W3206385231","https://openalex.org/W4285339164","https://openalex.org/W1566482460","https://openalex.org/W2539196186","https://openalex.org/W2104291236"],"abstract_inverted_index":{"Simulation":[0],"methods":[1],"offer":[2],"an":[3,129],"experimental":[4],"approach":[5],"for":[6,75,203,231],"analyzing":[7],"the":[8,28,35,37,84,105,143,148,161,168,173,176,181,196],"dynamic":[9,62],"behavior":[10,66,85],"of":[11,34,86,147,160,180,207],"multi-agent":[12],"systems.":[13],"Multi-agent":[14],"systems":[15,74,230],"are":[16,25,110,201],"able":[17],"to":[18,41,59,72,115,118,140,164,172,184,216],"access":[19,47],"their":[20,48,65],"own":[21,49],"behavior.":[22,52],"If":[23],"agents":[24,87,99,134,162],"specified":[26],"in":[27,107,199,219,227],"modeling":[29],"language":[30],"and":[31,51,64,67,77,100,133,135,145,155,211],"become":[32],"part":[33],"simulation,":[36],"simulation":[38,82,101,132,154,182,210,229],"system":[39,54],"has":[40],"support":[42,104],"reflection,":[43],"i.e.,":[44],"models":[45,63,109,127],"which":[46],"structure":[50],"The":[53],"theoretic":[55],"formalism":[56],"DynDEVS":[57],"allows":[58],"specify":[60],"reflective":[61],"forms":[68],"a":[69,81,224],"sound":[70],"base":[71],"implement":[73],"simulating":[76],"testing":[78],"agents.":[79,125,212,232],"Within":[80],"system,":[83],"can":[88,136],"be":[89,138,165,185],"analyzed,":[90],"based":[91],"on":[92],"conceptual":[93],"models,":[94],"or":[95],"by":[96],"coupling":[97],"software":[98],"system.":[102],"To":[103,152],"latter,":[106],"JAMES,":[108],"equipped":[111],"with":[112,120],"peripheral":[113],"ports":[114],"enable":[116],"them":[117],"communicate":[119],"externally":[121,149],"running":[122,150],"processes,":[123],"e.g.,":[124],"Thereby,":[126],"form":[128],"interface":[130],"between":[131,209],"easily":[137],"used":[139],"reflect":[141],"\"online\"":[142],"state":[144],"activities":[146],"agent.":[151],"intertwine":[153],"agent":[156],"execution,":[157],"method":[158,189],"calls":[159],"have":[163,183],"redirected":[166],"from":[167,214],"normal":[169],"runtime":[170],"environment":[171],"simulation.":[174],"In":[175],"opposite":[177],"direction,":[178],"events":[179],"transformed":[186],"into":[187],"concrete":[188],"calls.":[190],"Higher-order":[191],"programming":[192],"mechanisms,":[193],"such":[194],"as":[195],"reflection":[197,218],"mechanisms":[198],"Java,":[200],"useful":[202],"implementing":[204],"this":[205],"type":[206],"interaction":[208],"Thus,":[213],"theory":[215],"implementing,":[217],"its":[220],"many":[221],"facets":[222],"plays":[223],"crucial":[225],"role":[226],"developing":[228]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}