Integration of World Knowledge for Natural Language Understanding

• Κύριος συγγραφέας: Ovchinnikova, Ekaterina (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Paris : Atlantis Press, 2012.
• Σειρά: Atlantis Thinking Machines, 3
• Θέματα: Computer science.; Mathematical logic.; Computers.; Artificial intelligence.; Text processing (Computer science).; Computational linguistics.; Computer Science.; Language Translation and Linguistics.; Artificial Intelligence (incl. Robotics).; Mathematical Logic and Formal Languages.; Document Preparation and Text Processing.; Computing Methodologies.

This book concerns non-linguistic knowledge required to perform computational natural language understanding (NLU). The main objective of the book is to show that inference-based NLU has the potential for practical large scale applications. First, an introduction to research areas relevant for NLU i...

Πίνακας περιεχομένων:

• Preliminaries
• Natural Language Understanding and World Knowledge
• Sources of World Knowledge
• Reasoning for Natural Language Understanding
• Knowledge Base Construction
• Ensuring Consistency
• Abductive Reasoning with the Integrative Knowledge Base
• Evaluation
• Conclusion.