{"id":"https://openalex.org/W2898007677","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491641","title":"FUSE (Fuzzy Similarity Measure) - A measure for determining fuzzy short text similarity using Interval Type-2 fuzzy sets","display_name":"FUSE (Fuzzy Similarity Measure) - A measure for determining fuzzy short text similarity using Interval Type-2 fuzzy sets","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898007677","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491641","mag":"2898007677"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5049868897","display_name":"Naeemeh Adel","orcid":"https://orcid.org/0000-0003-4449-7410"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Naeemeh Adel","raw_affiliation_strings":["School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084629312","display_name":"Keeley Crockett","orcid":"https://orcid.org/0000-0003-1941-6201"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keeley Crockett","raw_affiliation_strings":["School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110496166","display_name":"Alan Crispin","orcid":null},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alan Crispin","raw_affiliation_strings":["School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058539843","display_name":"David Chandran","orcid":"https://orcid.org/0000-0002-0123-666X"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Chandran","raw_affiliation_strings":["Institute of Psychiatry, Psychology & Neuroscience, Kings College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Psychiatry, Psychology & Neuroscience, Kings College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029618080","display_name":"Jo\u00e3o Paulo Carvalho","orcid":"https://orcid.org/0000-0003-0005-8299"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao P. Carvalho","raw_affiliation_strings":["INESC-ID / Instituto Superior Tecnico, Universidade de Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INESC-ID / Instituto Superior Tecnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1827,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84713993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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/T10028","display_name":"Topic Modeling","score":0.9959999918937683,"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/T12031","display_name":"Speech and dialogue systems","score":0.9945999979972839,"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/semantic-similarity","display_name":"Semantic similarity","score":0.6982773542404175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.64346843957901},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6132627725601196},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.612526535987854},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5913169980049133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5718721151351929},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5666019916534424},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5446476340293884},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5031341910362244},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5005636215209961},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46915924549102783},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.4586527347564697},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.4435886740684509},{"id":"https://openalex.org/keywords/domain-of-discourse","display_name":"Domain of discourse","score":0.4364897608757019},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.42728284001350403},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.340101957321167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33251953125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2948387861251831},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.05639508366584778}],"concepts":[{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6982773542404175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64346843957901},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6132627725601196},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.612526535987854},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5913169980049133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5718721151351929},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5666019916534424},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5446476340293884},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5031341910362244},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5005636215209961},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46915924549102783},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.4586527347564697},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.4435886740684509},{"id":"https://openalex.org/C179139399","wikidata":"https://www.wikidata.org/wiki/Q1228944","display_name":"Domain of discourse","level":2,"score":0.4364897608757019},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.42728284001350403},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.340101957321167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33251953125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2948387861251831},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.05639508366584778},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W187228978","https://openalex.org/W647481897","https://openalex.org/W1555805532","https://openalex.org/W1594081286","https://openalex.org/W1986972898","https://openalex.org/W1987336526","https://openalex.org/W2000484303","https://openalex.org/W2015338869","https://openalex.org/W2019094630","https://openalex.org/W2030794875","https://openalex.org/W2037940305","https://openalex.org/W2038546487","https://openalex.org/W2056008172","https://openalex.org/W2057794837","https://openalex.org/W2081580037","https://openalex.org/W2087739686","https://openalex.org/W2100935296","https://openalex.org/W2121184547","https://openalex.org/W2123457740","https://openalex.org/W2132885717","https://openalex.org/W2136480620","https://openalex.org/W2141178894","https://openalex.org/W2145224695","https://openalex.org/W2150824314","https://openalex.org/W2157041604","https://openalex.org/W2165094119","https://openalex.org/W2327444702","https://openalex.org/W2465932600","https://openalex.org/W2478026606","https://openalex.org/W2759328723","https://openalex.org/W2899642481","https://openalex.org/W2950225692","https://openalex.org/W2953332543","https://openalex.org/W3013816834","https://openalex.org/W4245152641","https://openalex.org/W4247749894","https://openalex.org/W4298861651","https://openalex.org/W6633345489","https://openalex.org/W6675339850","https://openalex.org/W6677712588","https://openalex.org/W6756303362"],"related_works":["https://openalex.org/W2354322770","https://openalex.org/W3000097931","https://openalex.org/W2529301793","https://openalex.org/W4237547500","https://openalex.org/W2384121599","https://openalex.org/W1506254219","https://openalex.org/W89819432","https://openalex.org/W4388517635","https://openalex.org/W2389597213","https://openalex.org/W1593740035"],"abstract_inverted_index":{"Measurement":[0],"of":[1,7,34,52,55,67,78,101,119,124],"the":[2,31,53,56,68,76,117,121,135],"semantic":[3,32,80,152],"and":[4,30,46,70,131,146],"syntactic":[5],"similarity":[6,81,97,153],"human":[8,26,122,162],"utterances":[9],"is":[10,16,28,37,139,147],"essential":[11],"in":[12,21,65],"developing":[13],"language":[14,27],"that":[15,60,105],"understandable":[17],"when":[18],"machines":[19],"engage":[20],"dialogue":[22],"with":[23,149],"users.":[24],"However,":[25],"complex":[29],"meaning":[33,54],"an":[35],"utterance":[36],"usually":[38],"dependent":[39],"on":[40,49,75,128,142],"context":[41],"at":[42],"a":[43,86],"given":[44],"time":[45],"also":[47],"based":[48,58,103,127],"learnt":[50],"experience":[51],"perception":[57,102],"words":[59,104,126],"are":[61],"used.":[62],"Limited":[63],"work":[64],"terms":[66],"representation":[69],"coverage":[71],"has":[72],"been":[73,107],"done":[74],"development":[77],"fuzzy":[79,112],"measures.":[82],"This":[83],"paper":[84,115],"proposes":[85],"new":[87],"measure":[88],"known":[89,151],"as":[90],"FUSE":[91,136,138,157],"(FUzzy":[92],"Similarity":[93],"mEasure)":[94],"which":[95],"determines":[96],"using":[98,109],"expanded":[99],"categories":[100],"have":[106],"modelled":[108],"Interval":[110],"Type-2":[111],"sets.":[113],"The":[114],"describes":[116],"method":[118],"obtaining":[120],"ratings":[123],"these":[125],"Mendel's":[129],"methodology":[130],"applies":[132],"them":[133],"within":[134],"algorithm.":[137],"then":[140],"evaluated":[141],"three":[143],"established":[144],"datasets":[145],"compared":[148],"two":[150],"algorithms.":[154],"Results":[155],"indicate":[156],"provides":[158],"higher":[159],"correlations":[160],"to":[161],"ratings.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}