Probabilistic Logic Networks A Comprehensive Framework for Uncertain Inference /

• Main Authors: Goertzel, Ben (Author), Iklé, Matthew (Author), Goertzel, Izabela Freire (Author), Heljakka, Ari (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Subjects: Computer science.; Computer science > Mathematics.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Math Applications in Computer Science.

This book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. Going beyond prior probabilistic approaches to uncertain inference, PLN encompasses such ideas as induction, abduction, analogy, fuzziness and speculation, and...