Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI.
Alejandro Barredo ArrietaNatalia Díaz RodríguezJavier Del SerAdrien BennetotSiham TabikAlberto BarbadoSalvador GarcíaSergio Gil-LopezDaniel MolinaRichard BenjaminsRaja ChatilaFrancisco HerreraPublished in: CoRR (2019)
Keyphrases
- artificial intelligence
- ai methods
- ai systems
- cognitive psychology
- intelligent systems
- ai technologies
- expert systems
- ai community
- knowledge representation and reasoning
- concept hierarchy
- lessons learned
- artificially intelligent
- real world
- computational logic
- intelligent behavior
- concept learning
- knowledge representation
- knowledge based systems
- computational intelligence
- case based reasoning
- computer science
- early days
- human level
- cognitive science
- machine learning
- theoretical computer science
- ai researchers
- open issues
- lecture notes in artificial intelligence
- technical challenges
- ambient intelligence
- related fields
- software engineering
- fuzzy logic
- machine intelligence
- formal concept analysis
- knowledge base
- areas of computer science
- key issues