Inductive Logic Programming: Fundamentals and Applications

Fouad Sabry

Jun 2023 · Artificial Intelligence Kitabu cha 76 · One Billion Knowledgeable · Kimesimuliwa na AI na Mason (kutoka Google)

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What Is Inductive Logic Programming

A subfield of symbolic artificial intelligence known as inductive logic programming (ILP) use logic programming as a consistent representation for examples, background knowledge, and hypotheses. An ILP system will develop a hypothesised logic program in the event that it is provided with an encoding of the known background knowledge and a collection of examples that are represented as a logical database of facts. This program will involve all of the positive examples and none of the negative instances.In this model, the hypothesis is derived from positive instances, negative examples, and background knowledge.

How You Will Benefit

(I) Insights, and validations about the following topics:

Chapter 1: Inductive Logic Programming

Chapter 2: Stephen Muggleton

Chapter 3: Progol

Chapter 4: Program Synthesis

Chapter 5: Inductive Programming

Chapter 6: First-Order Logic

Chapter 7: List of Rules of Inference

Chapter 8: Disjunctive Normal Form

Chapter 9: Resolution (Logic)

Chapter 10: Answer Set Programming

(II) Answering the public top questions about inductive logic programming.

(III) Real world examples for the usage of inductive logic programming in many fields.

(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of inductive logic programming' technologies.

Who This Book Is For

Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of inductive logic programming.

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Fouad Sabry is the former Regional Head of Business Development for Applications at HP. Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual master’s degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010. Fouad has more than 30 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM. Fouad joined HP in 2013 and helped develop the business in tens of markets. Currently, Fouad is an entrepreneur, author, futurist, and founder of One Billion Knowledge (1BK) Initiative.

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