{"id":"https://openalex.org/W4401331504","doi":"https://doi.org/10.1109/fuzz-ieee60900.2024.10612093","title":"A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations","display_name":"A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401331504","doi":"https://doi.org/10.1109/fuzz-ieee60900.2024.10612093"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee60900.2024.10612093","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fuzz-ieee60900.2024.10612093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5017682151","display_name":"Ilia Stepin","orcid":"https://orcid.org/0000-0002-4508-7555"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ilia Stepin","raw_affiliation_strings":["Universitat de Barcelona,Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matem&#x00E0;tiques i Inform&#x00E0;tica,Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat de Barcelona,Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matem&#x00E0;tiques i Inform&#x00E0;tica,Barcelona,Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014779616","display_name":"Alejandro Catal\u00e1","orcid":"https://orcid.org/0000-0002-3677-672X"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Catala","raw_affiliation_strings":["Universidade de Santiago de Compostela,Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS),Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Universidade de Santiago de Compostela,Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS),Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056892202","display_name":"Jos\u00e9 M. Alonso","orcid":"https://orcid.org/0000-0003-3673-421X"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose M. Alonso-Moral","raw_affiliation_strings":["Universidade de Santiago de Compostela,Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS),Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Universidade de Santiago de Compostela,Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS),Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017682151"],"corresponding_institution_ids":["https://openalex.org/I71999127"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10358003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"970","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.994700014591217,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.994700014591217,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9905999898910522,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6580519080162048},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.5996239185333252},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5425489544868469},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4920196235179901},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43210574984550476},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35394203662872314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3299727439880371},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2215019166469574},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.1630832552909851},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14134472608566284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6580519080162048},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.5996239185333252},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5425489544868469},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4920196235179901},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43210574984550476},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35394203662872314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3299727439880371},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2215019166469574},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.1630832552909851},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14134472608566284},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee60900.2024.10612093","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fuzz-ieee60900.2024.10612093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1569903868","https://openalex.org/W1968896562","https://openalex.org/W2043147031","https://openalex.org/W2167328012","https://openalex.org/W2945059779","https://openalex.org/W2962681511","https://openalex.org/W2963095307","https://openalex.org/W2979359061","https://openalex.org/W2979801956","https://openalex.org/W3081769598","https://openalex.org/W3125997628","https://openalex.org/W3144635834","https://openalex.org/W3208260548","https://openalex.org/W4220671165","https://openalex.org/W4234836739","https://openalex.org/W4285109921","https://openalex.org/W4288083725","https://openalex.org/W4290742115","https://openalex.org/W4293459943","https://openalex.org/W4295767676","https://openalex.org/W4303520951","https://openalex.org/W4308211566","https://openalex.org/W4311987342","https://openalex.org/W4313705063","https://openalex.org/W4366262984","https://openalex.org/W4376274123","https://openalex.org/W4377819992","https://openalex.org/W4379386228","https://openalex.org/W4380201339","https://openalex.org/W4384135373","https://openalex.org/W4386999865","https://openalex.org/W4390684331","https://openalex.org/W6746512435"],"related_works":["https://openalex.org/W1546533203","https://openalex.org/W2054080977","https://openalex.org/W1511554945","https://openalex.org/W2015439768","https://openalex.org/W4361008414","https://openalex.org/W4396854307","https://openalex.org/W3040823075","https://openalex.org/W2092147963","https://openalex.org/W2620765995","https://openalex.org/W1535784397"],"abstract_inverted_index":{"Fuzzy":[0],"rule-based":[1,96],"classification":[2],"systems":[3],"are":[4],"known":[5],"to":[6,70,86],"make":[7],"predictions":[8],"based":[9],"on":[10],"the":[11,40,43,65,71,78,84,89,93,99,106,116,119,131],"knowledge":[12],"that":[13,130],"is":[14,127,137],"embedded":[15],"in":[16,74,103,134],"their":[17],"rule":[18,26],"bases.":[19],"Whereas":[20],"one-shot":[21],"explanations":[22,63,101],"extracted":[23],"from":[24,34],"a":[25,35,54],"base":[27],"can":[28],"be":[29],"made":[30,138],"interpretable,":[31],"they":[32],"suffer":[33],"lack":[36],"of":[37,46,60,67,92,118],"interaction":[38],"with":[39,105,121],"user":[41,73,85],"leaving":[42],"social":[44],"aspect":[45],"explanation":[47,80,90],"unaddressed.":[48],"In":[49,112],"this":[50,135],"paper,":[51],"we":[52,114],"present":[53],"dialogue":[55],"system":[56],"allowing":[57],"for":[58,64,109],"communication":[59,81],"automated":[61,110],"textual":[62],"output":[66],"fuzzy":[68,95],"classifiers":[69],"end":[72],"natural":[75],"language.":[76],"Importantly,":[77],"underlying":[79],"framework":[82],"allows":[83],"iteratively":[87],"explore":[88],"space":[91],"given":[94],"classifier,":[97],"making":[98],"resulting":[100],"interactive":[102],"accordance":[104],"recent":[107],"considerations":[108],"explanations.":[111],"addition,":[113],"demonstrate":[115],"usage":[117],"software":[120,132],"two":[122],"illustrative":[123],"use":[124],"cases.":[125],"It":[126],"worth":[128],"noting":[129],"presented":[133],"paper":[136],"publicly":[139],"available.":[140]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
