{"id":"https://openalex.org/W4408062330","doi":"https://doi.org/10.5220/0013249500003890","title":"Proposal of a Method for Analyzing the Explainability of Similarity Between Short Texts in Spanish","display_name":"Proposal of a Method for Analyzing the Explainability of Similarity Between Short Texts in Spanish","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408062330","doi":"https://doi.org/10.5220/0013249500003890"},"language":"en","primary_location":{"id":"doi:10.5220/0013249500003890","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013249500003890","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013249500003890","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Isidro Jara Matas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Isidro Jara Matas","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020133360","display_name":"Luis de\u2010la\u2010Fuente\u2010Valent\u00edn","orcid":"https://orcid.org/0000-0001-9727-315X"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis de la Fuente Valentin","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073796431","display_name":"Alfonso Ortega","orcid":"https://orcid.org/0009-0009-9173-8783"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Ortega de la Puente","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"last","author":{"id":null,"display_name":"Javier Sanz Fayos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Sanz Fayos","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avenida de la Paz 137, 26006 Logro\u00f1o (La Rioja), Spain","institution_ids":["https://openalex.org/I4210116615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210116615"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01933167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1017","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.5238999724388123,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.5238999724388123,"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/similarity","display_name":"Similarity (geometry)","score":0.7304297685623169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6298512816429138},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40393856167793274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39840278029441833},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3737834095954895},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0770251452922821}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7304297685623169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6298512816429138},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40393856167793274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39840278029441833},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3737834095954895},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0770251452922821}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0013249500003890","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013249500003890","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:reunir.unir.net:123456789/18407","is_oa":true,"landing_page_url":"https://reunir.unir.net/handle/123456789/18407","pdf_url":null,"source":{"id":"https://openalex.org/S4306400329","display_name":"Re-Unir (International University of La Rioja)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"bookPart"}],"best_oa_location":{"id":"doi:10.5220/0013249500003890","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013249500003890","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,10,17,53,56,69,82,102,126,140],"this":[3],"project":[4],"is":[5],"the":[6,15,33,37,44,54,57,66,70,80,83,87,92,97,103,124],"design":[7],"and":[8,72,123],"implementation":[9],"a":[11,29,117,132,136],"system":[12,38,59],"for":[13],"analyzing":[14],"explainability":[16,55],"similarity":[18],"between":[19],"short":[20],"texts":[21],"(<":[22],"200":[23],"words),":[24],"in":[25],"Spanish":[26],"language,":[27],"with":[28,119],"special":[30],"focus":[31],"on":[32,43,96,135],"academic":[34],"domain.":[35],"For":[36],"implementation,":[39],"different":[40],"models":[41],"based":[42,95],"BERT":[45],"architecture":[46],"will":[47,60,106,114],"be":[48,61,107],"used.":[49],"A":[50],"concise":[51],"analysis":[52],"proposed":[58],"conducted,":[62],"aiming":[63],"to":[64,73,76,90],"understand":[65],"intrinsic":[67],"functioning":[68],"method":[71],"provide":[74],"feedback":[75],"stakeholders,":[77],"such":[78],"as":[79],"author":[81],"evaluated":[84],"text":[85],"or":[86],"professional":[88],"deciding":[89],"use":[91],"system.":[93],"Furthermore,":[94],"obtained":[98],"results,":[99],"an":[100],"estimation":[101],"system's":[104],"goodness":[105],"carried":[108],"out":[109],"through":[110],"statistical":[111],"analysis.":[112],"This":[113],"enable":[115],"both":[116],"comparison":[118],"other":[120],"possible":[121],"implementations":[122],"proposal":[125],"future":[127],"improvements":[128],"that":[129],"could":[130],"have":[131],"positive":[133],"impact":[134],"more":[137],"realistic":[138],"assessment":[139],"texts.":[141]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}