| Vol-1661 urn:nbn:de:0074-1661-3 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# PLP 2016
Probabilistic Logic Programming

### Proceedings of the 3rd International Workshop on Probabilistic Logic Programming
co-located with 26th International Conference on Inductive Logic Programming (ILP 2016)

### London, UK, September 3, 2016.

Edited by

### Arjen Hommersom *, **
Samer Abdallah ***

* Open University of the Netherlands, Department of Computer Science, Heerlen, The Netherlands
** Radboud University Nijmegen, Institute for Computing and Information Sciences, Nijmegen, The Netherlands
*** Jukedeck Ltd., London, UK

## Table of Contents

- Preface

### Invited Talks

- Deductive and Inductive Probabilistic Programming (invited talk) 1
  Fabrizio Riguzzi
- Probabilistic Inductive Logic Programming Based on Answer Set Programming (invited talk) 2
  Matthias Nickles

### Accepted Papers

- The Structure and Complexity of Credal Semantics 3-14
  Fabio Cozman, Denis Mauá
- Probabilistic Constraint Logic Theories 15-28
  Marco Alberti, Elena Bellodi, Giuseppe Cota, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese
- Toward Computing Conflict-Based Diagnoses in Probabilistic Logic Programming 29-38
  Arjen Hommersom, Marcos L.P. Bueno
- Sampling Random Bioinformatics Puzzles using Adaptive Probability Distributions 39-45
  Christian Theil Have, Emil Vincent Appel, Jette Bork-Jensen, Ole Torp Lassen
- Notes on the Implementation of FAM 46-58
  Nicos Angelopoulos

2016-08-12: submitted by Arjen Hommersom, metadata incl. bibliographic data published under Creative Commons CC0
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