{"id":"https://openalex.org/W6888829080","doi":"https://doi.org/10.2312/evs.20251093","title":"Visualizing Interaction Effects for Combinatorial Cost-Benefit Analysis","display_name":"Visualizing Interaction Effects for Combinatorial Cost-Benefit Analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W6888829080","doi":"https://doi.org/10.2312/evs.20251093"},"language":"en","primary_location":{"id":"pmh:oai:research.wu.ac.at:openaire/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","is_oa":true,"landing_page_url":"https://research.wu.ac.at/de/publications/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bieg, T, Krottenberger, I, Kn\u00f6ttner, S & Oppermann, M 2025, Visualizing Interaction Effects for Combinatorial Cost-Benefit Analysis. in M El-Assady, A Ottley & C Tominski (eds), EuroVisShort2025 : 27th EG Conference on Visualization Luxembourg City, Luxembourg June 2 - 6, 2025 . Eurographics Association. https://doi.org/10.2312/evs.20251093","raw_type":"info:eu-repo/semantics/conferenceObject"},"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.wu.ac.at/de/publications/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bieg, Till","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bieg, Till","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Krottenberger, Isabella","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Krottenberger, Isabella","raw_affiliation_strings":["AIT Austrian Institute of Technology, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kn\u00f6ttner, Sophie","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kn\u00f6ttner, Sophie","raw_affiliation_strings":["AIT Austrian Institute of Technology, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"last","author":{"id":null,"display_name":"Oppermann, Michael","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Oppermann, Michael","raw_affiliation_strings":["AIT Austrian Institute of Technology, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I132118926"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47784259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9983999729156494,"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":0.9983999729156494,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10470","display_name":"Usability and User Interface Design","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/visualization","display_name":"Visualization","score":0.7766000032424927},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6133999824523926},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4465000033378601},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4361000061035156},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4153999984264374},{"id":"https://openalex.org/keywords/interaction-design","display_name":"Interaction design","score":0.3237000107765198},{"id":"https://openalex.org/keywords/combinatorial-explosion","display_name":"Combinatorial explosion","score":0.3156000077724457},{"id":"https://openalex.org/keywords/interaction-model","display_name":"Interaction model","score":0.30399999022483826}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7766000032424927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215999960899353},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6133999824523926},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.482699990272522},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4465000033378601},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4361000061035156},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4153999984264374},{"id":"https://openalex.org/C13854087","wikidata":"https://www.wikidata.org/wiki/Q1061656","display_name":"Interaction design","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C115908005","wikidata":"https://www.wikidata.org/wiki/Q2668364","display_name":"Combinatorial explosion","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C2780806968","wikidata":"https://www.wikidata.org/wiki/Q6045196","display_name":"Interaction model","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2985000014305115},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.2978000044822693},{"id":"https://openalex.org/C855514","wikidata":"https://www.wikidata.org/wiki/Q1665869","display_name":"Interaction","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.29120001196861267},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.28600001335144043},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2718999981880188},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.25780001282691956}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:research.wu.ac.at:openaire/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","is_oa":true,"landing_page_url":"https://research.wu.ac.at/de/publications/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bieg, T, Krottenberger, I, Kn\u00f6ttner, S & Oppermann, M 2025, Visualizing Interaction Effects for Combinatorial Cost-Benefit Analysis. in M El-Assady, A Ottley & C Tominski (eds), EuroVisShort2025 : 27th EG Conference on Visualization Luxembourg City, Luxembourg June 2 - 6, 2025 . Eurographics Association. https://doi.org/10.2312/evs.20251093","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.2312/evs.20251093","is_oa":true,"landing_page_url":"https://doi.org/10.2312/evs.20251093","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:research.wu.ac.at:openaire/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","is_oa":true,"landing_page_url":"https://research.wu.ac.at/de/publications/51e5a03e-9c3b-4592-b9ca-5ad584b4ab42","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bieg, T, Krottenberger, I, Kn\u00f6ttner, S & Oppermann, M 2025, Visualizing Interaction Effects for Combinatorial Cost-Benefit Analysis. in M El-Assady, A Ottley & C Tominski (eds), EuroVisShort2025 : 27th EG Conference on Visualization Luxembourg City, Luxembourg June 2 - 6, 2025 . Eurographics Association. https://doi.org/10.2312/evs.20251093","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Interaction":[0],"effects":[1,66,79],"occur":[2],"when":[3],"the":[4,12,105],"combined":[5],"impact":[6],"of":[7,14,29,34,107],"multiple":[8],"actions":[9,30],"differs":[10],"from":[11],"sum":[13],"their":[15],"individual":[16],"effects.":[17],"This":[18],"creates":[19],"challenges":[20],"for":[21,76,110],"scenarios":[22],"that":[23],"require":[24],"analyzing":[25,77],"how":[26],"different":[27],"combinations":[28],"affect":[31],"an":[32],"outcome":[33],"interest":[35],"(i.e.,":[36],"combinatorial":[37,81],"cost-benefit":[38,82],"analysis).":[39],"Visualization":[40],"techniques":[41,109],"support":[42,63],"interpretation,":[43],"but":[44,59],"most":[45],"existing":[46],"approaches":[47,75],"rely":[48],"on":[49],"multiseries":[50],"line":[51],"charts":[52],"(interaction":[53],"plots),":[54],"which":[55],"are":[56],"widely":[57],"used":[58],"do":[60],"not":[61],"explicitly":[62],"comparing":[64],"interaction":[65,78],"across":[67],"alternative":[68],"action":[69],"sets.":[70],"Accordingly,":[71],"we":[72,103],"investigate":[73],"visualization":[74,127],"in":[80],"analysis.":[83,98],"We":[84,116],"propose":[85],"a":[86,100],"method":[87],"integrating":[88],"multi-attribute":[89],"set":[90],"rankings":[91],"with":[92],"small-scale":[93],"visualizations":[94],"to":[95,124],"facilitate":[96],"comparative":[97],"Through":[99],"user":[101],"study,":[102],"evaluate":[104],"effectiveness":[106],"three":[108],"representing":[111],"two-":[112],"and":[113,120],"threeway":[114],"interactions.":[115],"present":[117],"preliminary":[118],"findings":[119],"discuss":[121],"design":[122],"implications":[123],"inform":[125],"future":[126],"research.":[128]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
