{"id":"https://openalex.org/W4405907301","doi":"https://doi.org/10.1109/access.2024.3524161","title":"Personalized Decision Support Enhanced by Multiple Expected Solution Points in the Characteristic Objects Method","display_name":"Personalized Decision Support Enhanced by Multiple Expected Solution Points in the Characteristic Objects Method","publication_year":2024,"publication_date":"2024-12-30","ids":{"openalex":"https://openalex.org/W4405907301","doi":"https://doi.org/10.1109/access.2024.3524161"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3524161","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524161","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3524161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080202324","display_name":"Jakub Wi\u0119ckowski","orcid":"https://orcid.org/0000-0002-9324-3241"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Wie\u0328Ckowski","raw_affiliation_strings":["National Institute of Telecommunications, National Research Institute, Warsaw, Poland","National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9324-3241","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]},{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027151563","display_name":"Andrii Shekhovtsov","orcid":"https://orcid.org/0000-0002-0834-2019"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrii Shekhovtsov","raw_affiliation_strings":["Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0834-2019","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Research Team on Intelligent Decision Support Systems, West Pomeranian University of Technology in Szczecin, ul. &#x017B;o&#x0142;nierska 49, Szczecin, Poland","institution_ids":["https://openalex.org/I155313962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029017321","display_name":"Bogdan Franczyk","orcid":"https://orcid.org/0000-0002-5740-2946"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bogdan Franczyk","raw_affiliation_strings":["Faculty of Economics and Management Science, University of Leipzig, Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5740-2946","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management Science, University of Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069226693","display_name":"Jaros\u0142aw W\u0105tr\u00f3bski","orcid":"https://orcid.org/0000-0002-4415-9414"},"institutions":[{"id":"https://openalex.org/I104588304","display_name":"University of Szczecin","ror":"https://ror.org/05vmz5070","country_code":"PL","type":"education","lineage":["https://openalex.org/I104588304"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jaros\u0142aw Watr\u00f3bski","raw_affiliation_strings":["Institute of Management, University of Szczecin, Szczecin, Poland","Institute of Management, University of Szczecin, ul. Cukrowa 8, Szczecin, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4415-9414","affiliations":[{"raw_affiliation_string":"Institute of Management, University of Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I104588304"]},{"raw_affiliation_string":"Institute of Management, University of Szczecin, ul. Cukrowa 8, Szczecin, Poland","institution_ids":["https://openalex.org/I104588304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030757656","display_name":"Wojciech Sa\u0142abun","orcid":"https://orcid.org/0000-0001-7076-2519"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Sa\u0142abun","raw_affiliation_strings":["National Institute of Telecommunications, National Research Institute, Warsaw, Poland","National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7076-2519","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]},{"raw_affiliation_string":"National Institute of Telecommunications, National Research Institute, ul. Szachowa 1, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6109,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75911824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"8355","last_page":"8374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7378000020980835,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7378000020980835,"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/T10320","display_name":"Neural Networks and Applications","score":0.6740000247955322,"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/T11106","display_name":"Data Management and Algorithms","score":0.6389999985694885,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7193990349769592},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5597271919250488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4170806407928467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7193990349769592},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5597271919250488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4170806407928467}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3524161","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524161","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f18e30f325714f2584b54c220e55f580","is_oa":true,"landing_page_url":"https://doaj.org/article/f18e30f325714f2584b54c220e55f580","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 8355-8374 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3524161","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524161","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G6012701377","display_name":null,"funder_award_id":"2021/41/B/HS4/01296","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322733","display_name":"Ministerstwo Edukacji i Nauki","ror":"https://ror.org/05dwvd537"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W74684","https://openalex.org/W206423275","https://openalex.org/W635467543","https://openalex.org/W1490271878","https://openalex.org/W1716957924","https://openalex.org/W1964437491","https://openalex.org/W1966208130","https://openalex.org/W2012406277","https://openalex.org/W2017202660","https://openalex.org/W2021727004","https://openalex.org/W2025091411","https://openalex.org/W2034869351","https://openalex.org/W2084653596","https://openalex.org/W2084654740","https://openalex.org/W2091148217","https://openalex.org/W2158898998","https://openalex.org/W2159942499","https://openalex.org/W2211000111","https://openalex.org/W2588727030","https://openalex.org/W2590339261","https://openalex.org/W2616835939","https://openalex.org/W2626094353","https://openalex.org/W2763125701","https://openalex.org/W2766808280","https://openalex.org/W2766931335","https://openalex.org/W2792615694","https://openalex.org/W2793999624","https://openalex.org/W2802005688","https://openalex.org/W2810424054","https://openalex.org/W2884242636","https://openalex.org/W2888791340","https://openalex.org/W2896827418","https://openalex.org/W2912511347","https://openalex.org/W2920314021","https://openalex.org/W2924706661","https://openalex.org/W2942471816","https://openalex.org/W2944026715","https://openalex.org/W2950232362","https://openalex.org/W2967712935","https://openalex.org/W2969611410","https://openalex.org/W2972878307","https://openalex.org/W2977960681","https://openalex.org/W2988744290","https://openalex.org/W2996521213","https://openalex.org/W2997546710","https://openalex.org/W3013634059","https://openalex.org/W3016050263","https://openalex.org/W3018608860","https://openalex.org/W3021896466","https://openalex.org/W3030459390","https://openalex.org/W3032949124","https://openalex.org/W3036807071","https://openalex.org/W3043171893","https://openalex.org/W3043864236","https://openalex.org/W3045457574","https://openalex.org/W3048060175","https://openalex.org/W3081712889","https://openalex.org/W3082555974","https://openalex.org/W3082779259","https://openalex.org/W3086908239","https://openalex.org/W3087130651","https://openalex.org/W3087182476","https://openalex.org/W3088406520","https://openalex.org/W3089438552","https://openalex.org/W3090875717","https://openalex.org/W3091236885","https://openalex.org/W3097320220","https://openalex.org/W3113022962","https://openalex.org/W3114897843","https://openalex.org/W3121700030","https://openalex.org/W3125544192","https://openalex.org/W3133781407","https://openalex.org/W3135651430","https://openalex.org/W3136782946","https://openalex.org/W3155755596","https://openalex.org/W3161946607","https://openalex.org/W3163644305","https://openalex.org/W3175424302","https://openalex.org/W3182465006","https://openalex.org/W3183997547","https://openalex.org/W3203107996","https://openalex.org/W3203188889","https://openalex.org/W3204569903","https://openalex.org/W3204805921","https://openalex.org/W4200229168","https://openalex.org/W4200349697","https://openalex.org/W4283658246","https://openalex.org/W4294872690","https://openalex.org/W4312841467","https://openalex.org/W4318711192","https://openalex.org/W4324324678","https://openalex.org/W4327692889","https://openalex.org/W4360609974","https://openalex.org/W4362578426","https://openalex.org/W4382310424","https://openalex.org/W4385163528","https://openalex.org/W4385728836","https://openalex.org/W4386799061","https://openalex.org/W4389680995","https://openalex.org/W4403721923","https://openalex.org/W6697378374","https://openalex.org/W6733270875","https://openalex.org/W6774388486"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,60],"paper":[1],"introduces":[2,38],"a":[3,39,123],"novel":[4],"decision-making":[5,64,131],"framework":[6,125],"designed":[7],"to":[8,65,76],"enhance":[9],"personalized":[10,91],"support":[11,118],"in":[12,30,116],"Decision":[13],"Support":[14],"Systems":[15],"(DSS).":[16],"Existing":[17],"methods":[18,102],"often":[19],"rely":[20],"on":[21],"single-dimensional":[22],"modeling,":[23],"which":[24],"can":[25],"introduce":[26],"bias":[27],"and":[28,72,92,106,129],"uncertainty":[29],"criteria":[31],"weighting.":[32],"To":[33],"address":[34],"this,":[35],"the":[36,47,55,77,82,104,109],"study":[37],"new":[40],"approach":[41,53,62,84],"for":[42,126],"integrating":[43],"subjective":[44,100],"preferences":[45,71],"with":[46,69,98],"multiple":[48,110],"Expected":[49],"Solution":[50],"Points":[51],"(ESPs)":[52],"within":[54],"Characteristic":[56],"Objects":[57],"Method":[58],"(COMET).":[59],"dual-dimensional":[61],"tailors":[63],"align":[66],"more":[67,127],"closely":[68],"individual":[70],"desired":[73],"outcomes.":[74],"Applied":[75],"housing":[78],"location":[79],"selection":[80],"problem,":[81],"proposed":[83],"captures":[85],"diverse":[86],"user":[87],"needs,":[88],"delivering":[89],"highly":[90],"relevant":[93],"recommendations.":[94],"A":[95],"comparative":[96],"analysis":[97],"selected":[99],"weighting":[101],"validates":[103],"stability":[105],"reliability":[107],"of":[108],"ESP-COMET":[111],"model.":[112],"By":[113],"advancing":[114],"personalization":[115],"decision":[117],"systems,":[119],"this":[120],"research":[121],"offers":[122],"robust":[124],"accurate":[128],"user-centered":[130],"across":[132],"complex":[133],"scenarios.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2024-12-31T00:00:00"}
