{"id":"https://openalex.org/W2905772656","doi":"https://doi.org/10.1109/access.2018.2887355","title":"Visualization and Interpretation Tool for Expert Systems Based on Fuzzy Cognitive Maps","display_name":"Visualization and Interpretation Tool for Expert Systems Based on Fuzzy Cognitive Maps","publication_year":2018,"publication_date":"2018-12-19","ids":{"openalex":"https://openalex.org/W2905772656","doi":"https://doi.org/10.1109/access.2018.2887355","mag":"2905772656"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2887355","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2887355","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08581399.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/8600701/08581399.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022244387","display_name":"Alvaro Garz\u00f3n Casado","orcid":"https://orcid.org/0000-0002-1653-8820"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alvaro Garzon Casado","raw_affiliation_strings":["Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1653-8820","affiliations":[{"raw_affiliation_string":"Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030071471","display_name":"Pablo Cano Marchal","orcid":"https://orcid.org/0000-0001-6669-8016"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Cano Marchal","raw_affiliation_strings":["Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082398744","display_name":"Juan G\u00f3mez Ortega","orcid":"https://orcid.org/0000-0002-2827-2548"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Gomez Ortega","raw_affiliation_strings":["Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057260753","display_name":"Javier G\u00e1mez Garc\u00eda","orcid":"https://orcid.org/0000-0001-9812-0139"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Gamez Garcia","raw_affiliation_strings":["Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics, Automation and Computer Vision Group, Agrifood Campus of International Excellence (ceiA3), University of J\u00e1en, J\u00e1en, Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6552,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77870865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"6140","last_page":"6150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9706000089645386,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9609000086784363,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8927455544471741},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.8490954041481018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616927623748779},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.722126841545105},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6152738928794861},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.6108935475349426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489780902862549},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.535134494304657},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.52264404296875},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.48418524861335754},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.46424540877342224},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4477092921733856},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41161707043647766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39383983612060547},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3565590977668762},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.2986309826374054},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11972367763519287}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8927455544471741},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.8490954041481018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616927623748779},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.722126841545105},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6152738928794861},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.6108935475349426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489780902862549},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.535134494304657},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.52264404296875},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.48418524861335754},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.46424540877342224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4477092921733856},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41161707043647766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39383983612060547},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3565590977668762},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.2986309826374054},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11972367763519287},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2887355","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2887355","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08581399.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:ruja.ujaen.es:10953/2087","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/8581399","pdf_url":null,"source":{"id":"https://openalex.org/S4306401039","display_name":"RUJA (Universidad de Ja\u00e9n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I191420491","host_organization_name":"Universidad de Ja\u00e9n","host_organization_lineage":["https://openalex.org/I191420491"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6240a8b37ba3409e865b2b8dde41a1a1","is_oa":true,"landing_page_url":"https://doaj.org/article/6240a8b37ba3409e865b2b8dde41a1a1","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 7, Pp 6140-6150 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2887355","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2887355","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08581399.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2905772656.pdf","grobid_xml":"https://content.openalex.org/works/W2905772656.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W22764084","https://openalex.org/W597553989","https://openalex.org/W1590874898","https://openalex.org/W1747565446","https://openalex.org/W1969602225","https://openalex.org/W1970104171","https://openalex.org/W1971889990","https://openalex.org/W1984314602","https://openalex.org/W1993771804","https://openalex.org/W2010980256","https://openalex.org/W2019445223","https://openalex.org/W2041035929","https://openalex.org/W2041775680","https://openalex.org/W2059131802","https://openalex.org/W2069178824","https://openalex.org/W2079325629","https://openalex.org/W2095224843","https://openalex.org/W2113211647","https://openalex.org/W2122730424","https://openalex.org/W2123761437","https://openalex.org/W2151835336","https://openalex.org/W2159371584","https://openalex.org/W2161637059","https://openalex.org/W2178771153","https://openalex.org/W2266332649","https://openalex.org/W2292075055","https://openalex.org/W2399137150","https://openalex.org/W2400829371","https://openalex.org/W2462990631","https://openalex.org/W2565049431","https://openalex.org/W2576404765","https://openalex.org/W2579555219","https://openalex.org/W2606111292","https://openalex.org/W2748640476","https://openalex.org/W2748669035","https://openalex.org/W2761273754","https://openalex.org/W2765862162","https://openalex.org/W2774405331","https://openalex.org/W2803866225","https://openalex.org/W2805073074","https://openalex.org/W2805326818","https://openalex.org/W2912565176","https://openalex.org/W2963840171","https://openalex.org/W2964180302","https://openalex.org/W4211007335","https://openalex.org/W6885095715"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2576952456","https://openalex.org/W2348764057","https://openalex.org/W2587929477","https://openalex.org/W2378834395"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,8],"python":[4],"library":[5,53],"that":[6,35,68],"includes":[7],"toolkit":[9],"with":[10],"the":[11,15,28,33,40,43,49,52,56,60,63,86,90,92,98,109],"aim":[12],"of":[13,17,32,42,51,62,101],"improving":[14],"interpretability":[16,61],"expert":[18,65,87],"systems":[19],"based":[20],"on":[21],"fuzzy":[22,102,105],"cognitive":[23,106],"maps":[24],"through":[25],"improvements":[26],"in":[27],"visualization":[29],"and":[30,71,104,108,116],"representation":[31],"graphs":[34],"can":[36,77],"be":[37,95,114],"drawn":[38],"using":[39],"variables":[41],"resulting":[44],"models.":[45],"The":[46],"motivation":[47],"for":[48,85],"development":[50],"arises":[54],"from":[55,73],"need":[57],"to":[58,82,97],"improve":[59],"aforementioned":[64],"systems,":[66],"given":[67],"their":[69],"multilayer":[70],"extracted":[72],"experts\u2019":[74],"knowledge":[75],"nature":[76],"make":[78],"them":[79],"very":[80],"difficult":[81],"interpret":[83],"even":[84],"user.":[88],"Throughout":[89],"paper,":[91],"reader":[93],"will":[94,113],"introduced":[96],"basic":[99],"features":[100],"logic":[103],"maps,":[107],"different":[110],"developed":[111],"tools":[112],"defined":[115],"exemplified.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
