{"id":"https://openalex.org/W2062704685","doi":"https://doi.org/10.1145/2637748.2638410","title":"Visual access to an agent-based simulation model to support political decision making","display_name":"Visual access to an agent-based simulation model to support political decision making","publication_year":2014,"publication_date":"2014-09-16","ids":{"openalex":"https://openalex.org/W2062704685","doi":"https://doi.org/10.1145/2637748.2638410","mag":"2062704685"},"language":"en","primary_location":{"id":"doi:10.1145/2637748.2638410","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637748.2638410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business","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/A5063602485","display_name":"Tobias Ruppert","orcid":"https://orcid.org/0000-0002-5658-9112"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Ruppert","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078086722","display_name":"J\u00fcrgen Bernard","orcid":"https://orcid.org/0000-0001-8741-9709"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Bernard","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080024341","display_name":"Alex Ulmer","orcid":"https://orcid.org/0009-0008-3778-8184"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alex Ulmer","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018698322","display_name":"Hendrik L\u00fccke\u2010Tieke","orcid":"https://orcid.org/0000-0002-0934-6820"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik L\u00fccke-Tieke","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032433963","display_name":"J\u00f6rn Kohlhammer","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rn Kohlhammer","raw_affiliation_strings":["Fraunhofer IGD & GRIS, TU Darmstadt, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD & GRIS, TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9888,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80651357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9122999906539917,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7230950593948364},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6068957448005676},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5736382603645325},{"id":"https://openalex.org/keywords/subsidy","display_name":"Subsidy","score":0.5558242201805115},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5178639888763428},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.48569950461387634},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4748946726322174},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4654126465320587},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4426216781139374},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4319021701812744},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34893542528152466},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3349505066871643},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29737389087677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18245509266853333},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1513788402080536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1201738715171814},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11536350846290588},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1034896969795227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230950593948364},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6068957448005676},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5736382603645325},{"id":"https://openalex.org/C84265765","wikidata":"https://www.wikidata.org/wiki/Q193219","display_name":"Subsidy","level":2,"score":0.5558242201805115},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5178639888763428},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.48569950461387634},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4748946726322174},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4654126465320587},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4426216781139374},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4319021701812744},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34893542528152466},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3349505066871643},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29737389087677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18245509266853333},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1513788402080536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1201738715171814},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11536350846290588},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1034896969795227},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2637748.2638410","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637748.2638410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-441902","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-441902.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/396360","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/396360","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4300000071525574,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5041698541","display_name":null,"funder_award_id":"288147","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321979","display_name":"University of Surrey","ror":"https://ror.org/00ks66431"},{"id":"https://openalex.org/F4320323553","display_name":"Universit\u00e0 di Bologna","ror":"https://ror.org/01111rn36"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1506965148","https://openalex.org/W1965102791","https://openalex.org/W1967471690","https://openalex.org/W1980975001","https://openalex.org/W1982516444","https://openalex.org/W1983381651","https://openalex.org/W2001625389","https://openalex.org/W2007915267","https://openalex.org/W2025806643","https://openalex.org/W2028390721","https://openalex.org/W2033280468","https://openalex.org/W2065302863","https://openalex.org/W2107330811","https://openalex.org/W2108010457","https://openalex.org/W2133946031","https://openalex.org/W2138199375","https://openalex.org/W2142554554","https://openalex.org/W2150749442","https://openalex.org/W2407527803","https://openalex.org/W4206535445"],"related_works":["https://openalex.org/W2276539358","https://openalex.org/W4309036932","https://openalex.org/W3083505014","https://openalex.org/W2099588657","https://openalex.org/W2965628777","https://openalex.org/W2384152552","https://openalex.org/W2388987626","https://openalex.org/W2918320789","https://openalex.org/W2364586549","https://openalex.org/W1190080889"],"abstract_inverted_index":{"Decision":[0],"making":[1,7],"in":[2,134,178],"the":[3,13,19,29,38,46,85,95,128,135,161,165,170,175,184],"field":[4,136],"of":[5,21,37,62,87,130,137,174],"policy":[6,53,63,71,88,132],"is":[8,79],"a":[9,25,59,70,80,114,179],"complex":[10],"task.":[11],"On":[12,28],"one":[14],"hand":[15,31],"conflicting":[16],"objectives":[17],"influence":[18],"availability":[20],"alternative":[22,131],"solutions":[23,50],"for":[24,83,117,149],"given":[26],"problem.":[27],"other":[30],"economic,":[32],"social,":[33],"and":[34,98,156,172],"environmental":[35],"impacts":[36,86,129],"chosen":[39],"solution":[40],"have":[41],"to":[42,66,92,104,126],"be":[43,67,73,102],"considered.":[44],"In":[45,109],"political":[47],"context,":[48],"these":[49],"are":[51],"called":[52],"options.":[54,89],"To":[55],"tackle":[56],"societal":[57],"problems":[58],"thorough":[60],"analysis":[61],"options":[64,133],"needs":[65],"executed":[68],"before":[69],"can":[72,144],"put":[74],"into":[75],"practice.":[76],"Computational":[77],"simulation":[78,120,166],"method":[81],"considered":[82],"measuring":[84],"However,":[90],"due":[91],"their":[93,99,158],"complexity,":[94],"underlying":[96],"models":[97],"output":[100],"may":[101],"difficult":[103],"access":[105],"by":[106],"decision":[107,124,142],"makers.":[108],"this":[110],"work,":[111],"we":[112],"present":[113],"visual-interactive":[115],"interface":[116,177],"an":[118],"agent-based":[119],"model":[121],"that":[122],"enables":[123],"makers":[125],"evaluate":[127,157],"regional":[138],"energy":[139],"planning.":[140],"The":[141],"maker":[143],"specify":[145],"different":[146],"subsidy":[147],"strategies":[148],"supporting":[150],"public":[151],"photovoltaic":[152],"installations":[153],"as":[154],"input":[155],"impact":[159],"on":[160],"actual":[162],"adoption":[163],"via":[164],"output.":[167],"We":[168],"show":[169],"usability":[171],"usefulness":[173],"visual":[176],"real-world":[180],"example":[181],"evolved":[182],"from":[183],"European":[185],"research":[186],"project":[187],"ePolicy.":[188]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}