The Explanation Experiences Editor
| dc.contributor.author | Caro Martínez, Marta | |
| dc.contributor.author | Darias, Jesús M. | |
| dc.contributor.author | Díaz Agudo, María Belén | |
| dc.contributor.author | Recio García, Juan Antonio | |
| dc.date.accessioned | 2024-05-16T15:20:21Z | |
| dc.date.available | 2024-05-16T15:20:21Z | |
| dc.date.issued | 2023-01-18 | |
| dc.description | 2023 Acuerdos transformativos CRUE | |
| dc.description.abstract | Existing XAI libraries offer a good number of explanation and visualization methods. We refer to the combination of these XAI methods and their further customization to meet the actual needs of users as explanation strategies. The Explanation Experiences Editor (E3) is a software tool that allows capturing, editing, and executing explanation experiences through a user-friendly interface based on behaviour trees. To easily integrate third-party XAI methods, E3 is supported by a restful web service API that provides a unified access layer for them. The platform also provides an online repository to store the AI models and normalize their access by explanation methods. | |
| dc.description.department | Depto. de Ingeniería de Software e Inteligencia Artificial (ISIA) | |
| dc.description.faculty | Fac. de Informática | |
| dc.description.fundingtype | APC financiada por la UCM | |
| dc.description.refereed | TRUE | |
| dc.description.status | pub | |
| dc.identifier.doi | 10.1016/j.softx.2023.101311 | |
| dc.identifier.officialurl | https://www.sciencedirect.com/search?qs=10.1016/j.softx.2023.101311 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/104113 | |
| dc.journal.title | SoftwareX | |
| dc.language.iso | eng | |
| dc.publisher | Elsevier | |
| dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | en |
| dc.rights.accessRights | open access | |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | |
| dc.subject.keyword | Explainable Artificial Intelligence | |
| dc.subject.keyword | Machine Learning interpretability | |
| dc.subject.keyword | Restful API | |
| dc.subject.keyword | Flask | |
| dc.subject.keyword | Behaviour trees | |
| dc.subject.ucm | Informática (Informática) | |
| dc.subject.unesco | 33 Ciencias Tecnológicas | |
| dc.title | The Explanation Experiences Editor | |
| dc.type | journal article | |
| dc.type.hasVersion | VoR | |
| dc.volume.number | 21 | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | f6c73d06-3406-4c35-97a8-df8371eee98d | |
| relation.isAuthorOfPublication | 95de81bf-4637-4307-8ff6-f2c06c591d18 | |
| relation.isAuthorOfPublication | 6e94b3e8-1cba-4505-9d17-a0c09a524300 | |
| relation.isAuthorOfPublication.latestForDiscovery | f6c73d06-3406-4c35-97a8-df8371eee98d |
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