@inbook{38a9dacdf6254f24b15fe521e10e7124,
title = "Logic meets Learning: From Aristotle to Neural Networks",
abstract = "The tension between deduction and induction is perhaps the most fundamental issue in areas such as philosophy, cognition and artificial intelligence. In this chapter, we survey work that provides evidence for the long-standing and deep connections between logic and learning. After a brief historical prelude, our narrative is then structured in terms of three strands of interaction: logic versus learning, machine learning for logic, and logic for machine learning, but with ample overlap.",
author = "Vaishak Belle",
note = "Funding Information: Acknowledgements. This chapter is a significantly extended version of a previous article by the author [177]. The author was supported by a Royal Society University Research Fellowship. The author is grateful to Paulius Dilkas, Kwabena Nuamah, Alan Bundy, and Luc De Raedt for comments. Publisher Copyright: {\textcopyright} 2022 The authors and IOS Press. All rights reserved.",
year = "2022",
month = jan,
day = "1",
language = "English",
isbn = "978-1-64368-244-0",
series = "Frontiers in Artificial Intelligence and Applications",
publisher = "IOS Press",
pages = "78 -- 102",
editor = "Pascal Hitzler and Sarker, {Md Kamruzzaman }",
booktitle = "Neuro-Symbolic Artificial Intelligence - The State of the Art",
}