Probabilistic Logic Programming (languages)
and their applications

By Fabrizio Riguzzi, Elena Bellodi
With an introduction by Agostino Dovier

PROGRAM

• TUE 20/11 14:00-16:00. SALA RIUNIONI
  Agostino Dovier: Introduction to Logic Programming
• MON 26/11/2018, 14:30-16:30. AULA MULTIMEDIALE.
  Fabrizio Riguzzi: Introduction to probabilistic logic programming: Syntax and Semantics
• TUE 04/12/2018, 14:00-16:00. SALA RIUNIONI
  Elena Bellodi: Probabilistic logic programming: review of sintax and semantics, inference
• WED 05/12/2018, 10:00-13:00. SALA RIUNIONI
  Elena Bellodi: Probabilistic logic programming: Learning and applications I. LUCIDI LEZIONI 4/5 DIC
• TUE 11/12/2018, 14:00-17:00. SALA RIUNIONI
  Elena Bellodi: Learning and applications II. LUCIDI LEZIONI 11 DIC
• WED 12/12/2018, 10:00-12:00. SALA RIUNIONI Elena Bellodi: Hybrid programs. LUCIDI LEZIONI 12 DIC

ADDITIONAL LESSONS BY NICOLA PREZZA, TAILORED FOR SUPE STUDENTS

• 28/01/2019, 14:00-16:00. Introduzione: notazione, entropia empirica. Text indexing classico: suffix tree, suffix array.
• 29/01/2019, 14:00-16:00. Bitvectors: access, rank, select, spazio succinto, codifica Elias-Fano. Compressed suffix arrays: funzione psi, compressione, count and locate, intro alla Burrows-Wheeler transform.

Some references

• Fabrizio Riguzzi. Foundations of Probabilistic Logic Programming River Publishers, 2018.
• A. Dovier and E. Pontelli eds. A 25 Year Perspective on Logic Programming LNCS vol 6125, Springer Verlag, 2010.
• A. Dovier and A. Formisano. Programmazione Dichiarativa con Prolog, CLP, ASP, e CCP
• J.W. Lloyd. Foundations of Logic Programming 2nd edition, Springer Verlag, 1987.
• K.R. Apt. From Logic Programming to Prolog Prentice Hall, 1997.
• Riccardo Zese. Probabilistic Semantic Web: Reasoning and Learning IOS PRESS, 2017