{"id":"https://openalex.org/W4394879183","doi":"https://doi.org/10.1007/s10479-024-05941-6","title":"An experimental design for comparing interactive methods based on their desirable properties","display_name":"An experimental design for comparing interactive methods based on their desirable properties","publication_year":2024,"publication_date":"2024-04-17","ids":{"openalex":"https://openalex.org/W4394879183","doi":"https://doi.org/10.1007/s10479-024-05941-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-024-05941-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05941-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05941-6.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05941-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079853327","display_name":"Bekir Af\u015far","orcid":"https://orcid.org/0000-0003-3643-2342"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Bekir Afsar","raw_affiliation_strings":["University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0003-3643-2342","affiliations":[{"raw_affiliation_string":"University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072685897","display_name":"Johanna Silvennoinen","orcid":"https://orcid.org/0000-0002-0763-0297"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Johanna Silvennoinen","raw_affiliation_strings":["University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0763-0297","affiliations":[{"raw_affiliation_string":"University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088525567","display_name":"Francisco Ruiz","orcid":"https://orcid.org/0000-0002-2612-009X"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Ruiz","raw_affiliation_strings":["Department of Applied Economics (Mathematics), Universidad de M\u00e1laga, C/ Ejido 6, 29071, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2612-009X","affiliations":[{"raw_affiliation_string":"Department of Applied Economics (Mathematics), Universidad de M\u00e1laga, C/ Ejido 6, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050977812","display_name":"Ana Bel\u00e9n Mirete Ru\u00edz","orcid":"https://orcid.org/0000-0003-0543-8055"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana B. Ruiz","raw_affiliation_strings":["Department of Applied Economics (Mathematics), Universidad de M\u00e1laga, C/ Ejido 6, 29071, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0543-8055","affiliations":[{"raw_affiliation_string":"Department of Applied Economics (Mathematics), Universidad de M\u00e1laga, C/ Ejido 6, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083023634","display_name":"Giovanni Misitano","orcid":"https://orcid.org/0000-0002-4673-7388"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Giovanni Misitano","raw_affiliation_strings":["University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4673-7388","affiliations":[{"raw_affiliation_string":"University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020945863","display_name":"Kaisa Miettinen","orcid":"https://orcid.org/0000-0003-1013-4689"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaisa Miettinen","raw_affiliation_strings":["University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1013-4689","affiliations":[{"raw_affiliation_string":"University of Jyvaskyla, Faculty of Information Technology, P.O. Box 35 (Agora), FI-40014, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5079853327"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.2759,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80931991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"338","issue":"2-3","first_page":"835","last_page":"856"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7333479523658752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676557064056396},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6294703483581543},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5664492845535278},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5640628337860107},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5600362420082092},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.5585635900497437},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4383474886417389},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.42144742608070374},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3847784996032715},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.18612828850746155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18264934420585632},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08044731616973877}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7333479523658752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676557064056396},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6294703483581543},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5664492845535278},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5640628337860107},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5600362420082092},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.5585635900497437},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4383474886417389},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.42144742608070374},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3847784996032715},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.18612828850746155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18264934420585632},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08044731616973877},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10479-024-05941-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05941-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05941-6.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:jyx.jyu.fi:123456789/94448","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202404243061","pdf_url":"https://jyx.jyu.fi/bitstreams/2ccd504c-12f8-4b2c-8c9e-57c45cd8d67f/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"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":null,"raw_type":"A1"},{"id":"pmh:oai:RePEc:spr:annopr:v:338:y:2024:i:2:d:10.1007_s10479-024-05941-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-024-05941-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"doi:10.1007/s10479-024-05941-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05941-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05941-6.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2083839122","display_name":null,"funder_award_id":"B1-2020","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G5274142528","display_name":null,"funder_award_id":"B1-2020-18","funder_id":"https://openalex.org/F4320311265","funder_display_name":"Universidad de M\u00e1laga"},{"id":"https://openalex.org/G8782467213","display_name":null,"funder_award_id":"322221","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320323168","display_name":"Jyv\u00e4skyl\u00e4n Yliopisto","ror":"https://ror.org/05n3dz165"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394879183.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W173895910","https://openalex.org/W240302486","https://openalex.org/W1510270533","https://openalex.org/W1561610472","https://openalex.org/W1601556876","https://openalex.org/W1602995204","https://openalex.org/W1972447788","https://openalex.org/W1985816353","https://openalex.org/W1988560453","https://openalex.org/W2004599511","https://openalex.org/W2022614031","https://openalex.org/W2041282815","https://openalex.org/W2060317500","https://openalex.org/W2072921178","https://openalex.org/W2074638654","https://openalex.org/W2076821835","https://openalex.org/W2079869488","https://openalex.org/W2080927183","https://openalex.org/W2096036274","https://openalex.org/W2130736456","https://openalex.org/W2135860366","https://openalex.org/W2143079296","https://openalex.org/W2151905266","https://openalex.org/W2157289187","https://openalex.org/W2159344791","https://openalex.org/W2327678559","https://openalex.org/W2337997430","https://openalex.org/W2460202334","https://openalex.org/W3159736971","https://openalex.org/W3209829258","https://openalex.org/W4233757421","https://openalex.org/W4235967258","https://openalex.org/W4248450049","https://openalex.org/W4292864963","https://openalex.org/W4308592563","https://openalex.org/W4387851102","https://openalex.org/W6633724138","https://openalex.org/W6652304802"],"related_works":["https://openalex.org/W1963790170","https://openalex.org/W2353819315","https://openalex.org/W2073298047","https://openalex.org/W2033790662","https://openalex.org/W2090178682","https://openalex.org/W2586328217","https://openalex.org/W2049264236","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2073147994"],"abstract_inverted_index":{"Abstract":[0],"In":[1,23,140,179],"multiobjective":[2],"optimization":[3],"problems,":[4],"Pareto":[5,197],"optimal":[6,198],"solutions":[7],"representing":[8],"different":[9],"tradeoffs":[10],"cannot":[11],"be":[12,83,150,188],"ordered":[13],"without":[14],"incorporating":[15],"preference":[16,38],"information":[17,39],"of":[18,72,161,196],"a":[19,80,153,167],"decision":[20],"maker":[21],"(DM).":[22],"interactive":[24,61,95,162,173],"methods,":[25],"the":[26,33,43,49,54,58,67,70,76,104,109,111,123,125,129,137,141,193,209,213],"DM":[27,44],"takes":[28],"an":[29,90],"active":[30],"part":[31],"in":[32,66,122,128,136],"solution":[34,131],"process":[35],"and":[36,56,117,133,175],"provides":[37],"iteratively.":[40],"Between":[41],"iterations,":[42],"can":[45],"learn":[46,52],"how":[47,73],"achievable":[48],"preferences":[50,116,210],"are,":[51],"about":[53],"tradeoffs,":[55],"adjust":[57],"preferences.":[59],"Different":[60],"methods":[62,96,174,186,202],"have":[63],"been":[64],"proposed":[65],"literature,":[68],"but":[69],"question":[71,156],"to":[74,82,98,103,114,120,149,170,204,211],"select":[75],"best-suited":[77],"method":[78],"for":[79,93,191,207],"problem":[81],"solved":[84],"remains":[85],"partly":[86],"open.":[87],"We":[88,164],"propose":[89],"experimental":[91],"design":[92],"evaluating":[94],"according":[97],"several":[99],"desirable":[100,159],"properties":[101,160],"related":[102],"cognitive":[105],"load":[106],"experienced":[107],"by":[108],"DM,":[110],"method\u2019s":[112],"ability":[113],"capture":[115],"its":[118],"responsiveness":[119],"changes":[121],"preferences,":[124],"DM\u2019s":[126],"satisfaction":[127],"overall":[130],"process,":[132],"their":[134],"confidence":[135],"final":[138,214],"solution.":[139,215],"questionnaire":[142,147],"designed,":[143],"we":[144,181],"connect":[145],"each":[146],"item":[148],"asked":[151],"with":[152],"relevant":[154],"research":[155],"characterizing":[157],"these":[158],"methods.":[163],"also":[165],"conduct":[166],"between-subjects":[168],"experiment":[169],"compare":[171],"three":[172],"report":[176],"interesting":[177],"findings.":[178],"particular,":[180],"find":[182,212],"out":[183],"that":[184],"trade-off-free":[185],"may":[187],"more":[189],"suitable":[190],"exploring":[192],"whole":[194],"set":[195],"solutions,":[199],"while":[200],"classification-based":[201],"seem":[203],"work":[205],"better":[206],"fine-tuning":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
