A general setting for gradual semantics dealing with similarity

L Amgoud, V David - Proceedings of the AAAI Conference on Artificial …, 2021 - ojs.aaai.org
The paper discusses theoretical foundations that describe principles and processes
involved in defining semantics that deal with similarity between arguments. Such semantics …

Learning to classify logical formulas based on their semantic similarity

A Ballout, C da Costa Pereira… - … Conference on Principles …, 2022 - Springer
An important task in logic, given a formula and a knowledge base which represents what an
agent knows of the current state of the world, is to be able to guess the truth value of the …

Strength in coalitions: Community detection through argument similarity

PD Budán, MG Escañuela Gonzalez… - Argument & …, 2023 - content.iospress.com
We present a novel argumentation-based method for finding and analyzing communities in
social media on the Web, where a community is regarded as a set of supported opinions that …

Similarity notions in bipolar abstract argumentation

PD Budán, MG Escañuela Gonzalez… - Argument & …, 2020 - content.iospress.com
The notion of similarity has been studied in many areas of Computer Science; in a general
sense, this concept is defined to provide a measure of the semantic equivalence between …

Argument extraction for key point generation using mmr-based methods

D Shirafuji, R Rzepka, K Araki - IEEE Access, 2021 - ieeexplore.ieee.org
When people debate, they want to familiarize themselves with a whole range of arguments
about a given topic in order to deepen their knowledge and inspire new claims. However …

Temporal duration-based probabilistic argumentation frameworks

S Bistarelli, V David, F Santini… - Journal of Logic and …, 2024 - academic.oup.com
The study of Dung-style Argumentation Frameworks in recent years has focused on
incorporating time. For example, availability intervals have been added to arguments and …

Parameterisation of reasoning on temporal markov logic networks

V David, R Fournier-S'Niehotta, N Travers - arXiv preprint arXiv …, 2022 - arxiv.org
We aim at improving reasoning on inconsistent and uncertain data. We focus on knowledge-
graph data, extended with time intervals to specify their validity, as regularly found in …

NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks

V David, R Fournier-S'Niehotta, N Travers - Proceedings of the 32nd …, 2023 - dl.acm.org
Reasoning on inconsistent and uncertain data is challenging, especially for Knowledge-
Graphs (KG) to abide temporal consistency. Our goal is to enhance inference with more …

Understanding Enthymemes in Argument Maps: Bridging Argument Mining and Logic-based Argumentation

J Ben-Naim, V David, A Hunter - arXiv preprint arXiv:2408.08648, 2024 - arxiv.org
Argument mining is natural language processing technology aimed at identifying arguments
in text. Furthermore, the approach is being developed to identify the premises and claims of …

Doing analogical reasoning in dynamic assumption-based argumentation frameworks

T Racharak - 2022 IEEE 34th International Conference on …, 2022 - ieeexplore.ieee.org
Analogical reasoning is one of the most common methods by which human beings use to
understand the world and make decisions. It is a dynamic process that explores an analogy …