Neuro-symbolic Computation for XAI: Towards a Unified Model

@talk{nsc4xaiwoa2020,
    abstract = {The idea of integrating symbolic and sub-symbolic approaches to make intelligent systems (IS) understandable and explainable is at the core of new fields such as neuro-symbolic computing (NSC). This work lays under the umbrella of NSC, and aims at a twofold objective. First, we present a set of guidelines aimed at building explainable IS, which leverage on logic induction and constraints to integrate symbolic and sub-symbolic approaches. Then, we reify the proposed guidelines into a case study to show their effectiveness and potential, presenting a prototype built on the top of some NSC technologies.},
    address = {Bologna, Italy},
    apice = {Nsc4xaiWoa2020},
    author = {Ciatto, Giovanni and Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea},
    date = {2020-09-15},
    language = {en},
    month = sep,
    sort = {talk},
    speaker = {Pisano, Giuseppe},
    title = {Neuro-symbolic Computation for XAI: Towards a Unified Model},
    type = {Talk},
    year = 2020
}