{"id":"https://openalex.org/W2003363629","doi":"https://doi.org/10.1016/s0377-2217(98)00220-3","title":"MARKEX: An intelligent decision support system for product development decisions","display_name":"MARKEX: An intelligent decision support system for product development decisions","publication_year":1999,"publication_date":"1999-03-01","ids":{"openalex":"https://openalex.org/W2003363629","doi":"https://doi.org/10.1016/s0377-2217(98)00220-3","mag":"2003363629"},"language":"en","primary_location":{"id":"doi:10.1016/s0377-2217(98)00220-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0377-2217(98)00220-3","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-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/A5023653865","display_name":"Nikolaos Matsatsinis","orcid":"https://orcid.org/0000-0003-0150-7615"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikolaos F. Matsatsinis","raw_affiliation_strings":["Technical University of Crete, Decision Support Systems Laboratory, University Campus, 73100 Chania, Greece","Technical University of Crete Decision Support Systems Laboratory University Campus 73100 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Technical University of Crete, Decision Support Systems Laboratory, University Campus, 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Technical University of Crete Decision Support Systems Laboratory University Campus 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063186371","display_name":"Yannis Siskos","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yannis Siskos","raw_affiliation_strings":["Technical University of Crete, Decision Support Systems Laboratory, University Campus, 73100 Chania, Greece","Technical University of Crete Decision Support Systems Laboratory University Campus 73100 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Technical University of Crete, Decision Support Systems Laboratory, University Campus, 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Technical University of Crete Decision Support Systems Laboratory University Campus 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023653865"],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":9.6522,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.97553688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"113","issue":"2","first_page":"336","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9132000207901001,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.7422717809677124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7180793881416321},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5850691795349121},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5810530781745911},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.560734748840332},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.5606614351272583},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5058135986328125},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.44560328125953674},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.41256898641586304},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.4118383526802063},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3859255313873291},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3278370499610901},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22061488032341003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19478732347488403},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1709415316581726},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09678047895431519}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7422717809677124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7180793881416321},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5850691795349121},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5810530781745911},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.560734748840332},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.5606614351272583},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5058135986328125},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.44560328125953674},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.41256898641586304},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.4118383526802063},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3859255313873291},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3278370499610901},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22061488032341003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19478732347488403},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1709415316581726},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09678047895431519},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/s0377-2217(98)00220-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0377-2217(98)00220-3","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:ejores:v:113:y:1999:i:2:p:336-354","is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0377-2217(98)00220-3","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":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W134238","https://openalex.org/W37256979","https://openalex.org/W72433977","https://openalex.org/W128573657","https://openalex.org/W173471610","https://openalex.org/W187369593","https://openalex.org/W197027604","https://openalex.org/W567872570","https://openalex.org/W625581450","https://openalex.org/W626733653","https://openalex.org/W642806085","https://openalex.org/W1496404606","https://openalex.org/W1506695737","https://openalex.org/W1539514138","https://openalex.org/W1550812296","https://openalex.org/W1555030021","https://openalex.org/W1562891728","https://openalex.org/W1583086350","https://openalex.org/W1596519685","https://openalex.org/W1825594686","https://openalex.org/W1937458681","https://openalex.org/W1976385710","https://openalex.org/W1977153588","https://openalex.org/W1982842353","https://openalex.org/W1983697318","https://openalex.org/W1986698421","https://openalex.org/W1992375734","https://openalex.org/W1993144662","https://openalex.org/W1995500779","https://openalex.org/W2001832489","https://openalex.org/W2011519892","https://openalex.org/W2012544901","https://openalex.org/W2019503335","https://openalex.org/W2033937704","https://openalex.org/W2035984239","https://openalex.org/W2037397447","https://openalex.org/W2038095157","https://openalex.org/W2040970022","https://openalex.org/W2045980827","https://openalex.org/W2053059508","https://openalex.org/W2054736789","https://openalex.org/W2058703800","https://openalex.org/W2060612640","https://openalex.org/W2064181544","https://openalex.org/W2065892499","https://openalex.org/W2070059926","https://openalex.org/W2075706106","https://openalex.org/W2082316199","https://openalex.org/W2088314982","https://openalex.org/W2109631822","https://openalex.org/W2121808626","https://openalex.org/W2133462476","https://openalex.org/W2144256601","https://openalex.org/W2150871663","https://openalex.org/W2163745177","https://openalex.org/W2331105570","https://openalex.org/W2488001114","https://openalex.org/W2737656678","https://openalex.org/W2770070624","https://openalex.org/W2900036264","https://openalex.org/W2912333969","https://openalex.org/W3123492123","https://openalex.org/W3125836473","https://openalex.org/W4239826263","https://openalex.org/W4248184601","https://openalex.org/W4256720777","https://openalex.org/W4296353729","https://openalex.org/W4301424608","https://openalex.org/W6602937239","https://openalex.org/W6607081364","https://openalex.org/W6633117799","https://openalex.org/W6638433392","https://openalex.org/W6649146955","https://openalex.org/W6756151059","https://openalex.org/W6758782695","https://openalex.org/W6789734112","https://openalex.org/W7067047413"],"related_works":["https://openalex.org/W1992937059","https://openalex.org/W4380608672","https://openalex.org/W2186042616","https://openalex.org/W4376055808","https://openalex.org/W2506425605","https://openalex.org/W4247600325","https://openalex.org/W2375005546","https://openalex.org/W1837558564","https://openalex.org/W2362343073","https://openalex.org/W2999635945"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":7},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}