Inductive Logic Programming

30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings

283 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book constitutes the refereed conference proceedings of the 30th International Conference on Inductive Logic Programming, ILP 2021, held in October 2021. Due to COVID-19 pandemic the conference was held virtually.

The 16 papers and 3 short papers presented were carefully reviewed and selected from 19 submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.

• Reihe: Lecture Notes in Artificial Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783030974534
• Sprache: Englisch
• Erscheinungsdatum: 24.02.2022
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Nikos Katzouris, Alexander Artikis