{"id":"https://openalex.org/W4214710998","doi":"https://doi.org/10.1007/s12351-022-00698-x","title":"An improved LINMAP for multicriteria decision: designing customized incentive portfolios in an organization","display_name":"An improved LINMAP for multicriteria decision: designing customized incentive portfolios in an organization","publication_year":2022,"publication_date":"2022-02-25","ids":{"openalex":"https://openalex.org/W4214710998","doi":"https://doi.org/10.1007/s12351-022-00698-x"},"language":"en","primary_location":{"id":"doi:10.1007/s12351-022-00698-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-022-00698-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-022-00698-x.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"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":"Operational 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/s12351-022-00698-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073557725","display_name":"Jessica Rubiano-Moreno","orcid":"https://orcid.org/0000-0002-9877-4308"},"institutions":[{"id":"https://openalex.org/I3132500588","display_name":"University of Applied and Environmental Sciences","ror":"https://ror.org/01h2taq97","country_code":"CO","type":"education","lineage":["https://openalex.org/I3132500588"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jessica Rubiano-Moreno","raw_affiliation_strings":["Facultad de Ciencias Administrativas y Comerciales, Universidad de Ciencias Aplicadas y Ambientales, Calle 222 # 55 - 37, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias Administrativas y Comerciales, Universidad de Ciencias Aplicadas y Ambientales, Calle 222 # 55 - 37, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I3132500588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047070984","display_name":"Samuel Nucamendi\u2010Guill\u00e9n","orcid":"https://orcid.org/0000-0003-4169-3395"},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Samuel Nucamendi-Guill\u00e9n","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Panamericana, \u00c1lvaro del Portillo 49, 45010, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Panamericana, \u00c1lvaro del Portillo 49, 45010, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I86613570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032278568","display_name":"Alvaro E. Cordero-Franco","orcid":"https://orcid.org/0000-0003-4389-7682"},"institutions":[{"id":"https://openalex.org/I169046204","display_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","ror":"https://ror.org/01fh86n78","country_code":"MX","type":"education","lineage":["https://openalex.org/I169046204"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alvaro Cordero-Franco","raw_affiliation_strings":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ciencias F\u00edsico Matem\u00e1ticas, Av. Universidad s/n, 66451, San Nicol\u00e1s de los Garza, Nuevo Le\u00f3n, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ciencias F\u00edsico Matem\u00e1ticas, Av. Universidad s/n, 66451, San Nicol\u00e1s de los Garza, Nuevo Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I169046204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009340610","display_name":"Alejandro Rodr\u00edguez-Maga\u00f1a","orcid":"https://orcid.org/0000-0002-6311-7738"},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alejandro Rodr\u00edguez-Maga\u00f1a","raw_affiliation_strings":["Escuela de Ciencias Econ\u00f3micas y Empresariales, Universidad Panamericana, \u00c1lvaro del Portillo 49, Ciudad Granja, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Escuela de Ciencias Econ\u00f3micas y Empresariales, Universidad Panamericana, \u00c1lvaro del Portillo 49, Ciudad Granja, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I86613570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047070984"],"corresponding_institution_ids":["https://openalex.org/I86613570"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.356,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81577423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"4","first_page":"3489","last_page":"3520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9998999834060669,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7246600389480591},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5734850168228149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.544185221195221},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.5231172442436218},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4882688522338867},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47482213377952576},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.46965518593788147},{"id":"https://openalex.org/keywords/preference-relation","display_name":"Preference relation","score":0.42741167545318604},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4229377508163452},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3778298497200012},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35579216480255127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3344002962112427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3255125880241394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2815130352973938},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18152105808258057},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16438451409339905},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.13242504000663757},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07339060306549072}],"concepts":[{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7246600389480591},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5734850168228149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.544185221195221},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5231172442436218},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4882688522338867},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47482213377952576},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.46965518593788147},{"id":"https://openalex.org/C2777062324","wikidata":"https://www.wikidata.org/wiki/Q25036211","display_name":"Preference relation","level":3,"score":0.42741167545318604},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4229377508163452},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3778298497200012},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35579216480255127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3344002962112427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3255125880241394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2815130352973938},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18152105808258057},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16438451409339905},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.13242504000663757},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07339060306549072},{"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/s12351-022-00698-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-022-00698-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-022-00698-x.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"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":"Operational Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:operea:v:22:y:2022:i:4:d:10.1007_s12351-022-00698-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12351-022-00698-x","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"},{"id":"pmh:oai:repository.udca.edu.co:11158/4605","is_oa":false,"landing_page_url":"https://repository.udca.edu.co/handle/11158/4605","pdf_url":null,"source":{"id":"https://openalex.org/S7407055416","display_name":"Repositorio - Universidad de Ciencias Aplicadas y Ambientales UDCA.","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://udca.elogim.com:2074/article/10.1007/s12351-022-00698-x","raw_type":"http://purl.org/coar/version/c_970fb48d4fbd8a85"}],"best_oa_location":{"id":"doi:10.1007/s12351-022-00698-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-022-00698-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-022-00698-x.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"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":"Operational Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G6596227364","display_name":null,"funder_award_id":"UP-CI-2021-GDL-04-ING","funder_id":"https://openalex.org/F4320317038","funder_display_name":"Universidad Panamericana"}],"funders":[{"id":"https://openalex.org/F4320317038","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214710998.pdf","grobid_xml":"https://content.openalex.org/works/W4214710998.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W59413458","https://openalex.org/W1485868585","https://openalex.org/W1508421218","https://openalex.org/W1963659584","https://openalex.org/W1983439131","https://openalex.org/W1998162620","https://openalex.org/W1998524386","https://openalex.org/W2012294706","https://openalex.org/W2013727301","https://openalex.org/W2015904443","https://openalex.org/W2020407132","https://openalex.org/W2025363614","https://openalex.org/W2060979868","https://openalex.org/W2074256862","https://openalex.org/W2085556122","https://openalex.org/W2094632098","https://openalex.org/W2106354299","https://openalex.org/W2120984452","https://openalex.org/W2128578352","https://openalex.org/W2138040586","https://openalex.org/W2139829730","https://openalex.org/W2178742506","https://openalex.org/W2184626820","https://openalex.org/W2332608262","https://openalex.org/W2340974998","https://openalex.org/W2499828064","https://openalex.org/W2783429559","https://openalex.org/W2791515790","https://openalex.org/W2792610221","https://openalex.org/W2799700442","https://openalex.org/W2884165914","https://openalex.org/W2887037362","https://openalex.org/W2889441535","https://openalex.org/W2920162995","https://openalex.org/W2921998925","https://openalex.org/W2967924543","https://openalex.org/W3021341554","https://openalex.org/W3122244088","https://openalex.org/W3150478326","https://openalex.org/W4241403504","https://openalex.org/W4255415378"],"related_works":["https://openalex.org/W4205262062","https://openalex.org/W2408137423","https://openalex.org/W2022533988","https://openalex.org/W2096290915","https://openalex.org/W2790208073","https://openalex.org/W2016410556","https://openalex.org/W1595663582","https://openalex.org/W3122913338","https://openalex.org/W2387196575","https://openalex.org/W2129281635"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2,83,160],"proposes":[3],"three":[4],"new":[5],"versions":[6],"of":[7,35,56,72,94,100,122,130,135,143,157],"the":[8,20,46,67,73,98,107,115,131,136,141,144,158,163,166,170],"well-known":[9],"linear":[10],"programming":[11],"technique":[12],"for":[13,66],"multidimensional":[14,39],"preference":[15],"analysis":[16,153],"(LINMAP).":[17],"LINMAP":[18,138],"addresses":[19],"multi-criteria":[21],"decision":[22],"problem":[23],"by":[24,149],"analyzing":[25],"individual":[26],"differences":[27],"in":[28,30,38,84,169],"preferences":[29,99],"relation":[31],"to":[32,58,89,114,124],"a":[33,53,63,81,86,119,151,181],"set":[34],"prespecified":[36],"incentives":[37,57,95,123],"attribute":[40],"space.":[41],"The":[42,70],"proposed":[43,108,145],"models":[44,75,109,146],"satisfy":[45],"decision-maker\u2019s":[47,116],"specific":[48],"needs,":[49,117],"such":[50],"as":[51],"determining":[52],"fixed":[54],"number":[55],"be":[59],"active":[60,68],"or":[61],"assigning":[62],"minimum/maximum":[64],"weight":[65],"incentives.":[69],"performance":[71],"developed":[74],"is":[76,147,177],"assessed":[77],"using":[78],"information":[79],"from":[80],"case":[82,159,172],"which":[85],"decision-maker":[87],"desires":[88],"determine":[90],"an":[91],"optimal":[92],"portfolio":[93],"based":[96],"on":[97],"individuals":[101],"surveyed.":[102],"Experimental":[103],"results":[104,167],"confirm":[105],"that":[106],"could":[110],"obtain":[111],"solutions":[112],"according":[113],"yielding":[118],"better":[120],"selection":[121],"activate":[125],"and":[126,161],"their":[127],"corresponding":[128],"distribution":[129],"weights":[132],"than":[133],"those":[134],"original":[137,171],"model.":[139],"Moreover,":[140],"consistency":[142],"evaluated":[148],"performing":[150],"sensitivity":[152],"over":[154],"database":[155],"variations":[156],"comparing":[162],"outcomes":[164],"with":[165],"provided":[168],"study.":[173],"Overall,":[174],"this":[175],"work":[176],"promising":[178],"when":[179],"creating":[180],"design":[182],"portfolio,":[183],"considering":[184],"individuals\u2019":[185],"different":[186],"preferences.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
