Inductive Logic

📒Argument And Inference ✍ Gregory Johnson

Argument And Inference Book PDF
✏Book Title : Argument and Inference
✏Author : Gregory Johnson
✏Publisher : MIT Press
✏Release Date : 2017-01-06
✏Pages : 288
✏ISBN : 9780262035255
✏Available Language : English, Spanish, And French

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✏Argument and Inference Book Summary : A thorough and practical introduction to inductive logic with a focus on arguments and the rules used for making inductive inferences.

Studies In Inductive Logic And Probability Book PDF
✏Book Title : Studies in Inductive Logic and Probability
✏Author : Rudolf Carnap
✏Publisher : Univ of California Press
✏Release Date : 1980-01-01
✏Pages : 305
✏ISBN : 0520038266
✏Available Language : English, Spanish, And French

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✏Studies in Inductive Logic and Probability Book Summary : A basic system of inductive logic; An axiomatic foundation for the logic of inductive generalization; A survey of inductive systems; On the condition of partial exchangeability; Representation theorems of the de finetti type; De finetti's generalizations of excahngeability; The structure of probabilities defined on first-order languages; A subjectivit's guide to objective chance.

Handbook Of The History Of Logic Inductive Logic Book PDF
✏Book Title : Handbook of the History of Logic Inductive logic
✏Author : Dov M. Gabbay
✏Publisher : Elsevier
✏Release Date : 2004
✏Pages : 785
✏ISBN : 9780444529367
✏Available Language : English, Spanish, And French

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✏Handbook of the History of Logic Inductive logic Book Summary : In designing the Handbook of the History of Logic, the Editors have taken the view that the history of logic holds more than an antiquarian interest, and that a knowledge of logic's rich and sophisticated development is, in various respects, relevant to the research programmes of the present day. Ancient logic is no exception. The present volume attests to the distant origins of some of modern logic's most important features, such as can be found in the claim by the authors of the chapter on Aristotle's early logic that, from its infancy, the theory of the syllogism is an example of an intuitionistic, non-monotonic, relevantly paraconsistent logic. Similarly, in addition to its comparative earliness, what is striking about the best of the Megarian and Stoic traditions is their sophistication and originality.

The Elements Of Inductive Logic  Book PDF
✏Book Title : The Elements of Inductive Logic
✏Author : Thomas Fowler
✏Publisher :
✏Release Date : 1876
✏Pages : 360
✏ISBN : MINN:319510015053663
✏Available Language : English, Spanish, And French

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✏The Elements of Inductive Logic Book Summary :

An Inductive Logic Programming Approach To Statistical Relational Learning Book PDF
✏Book Title : An Inductive Logic Programming Approach to Statistical Relational Learning
✏Author : Kristian Kersting
✏Publisher : IOS Press
✏Release Date : 2006
✏Pages : 228
✏ISBN : 1586036742
✏Available Language : English, Spanish, And French

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✏An Inductive Logic Programming Approach to Statistical Relational Learning Book Summary : Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels.

Every Day Reasoning Or The Science Of Inductive Logic Book PDF
✏Book Title : Every day Reasoning Or The Science of Inductive Logic
✏Author : George Price Hays
✏Publisher :
✏Release Date : 1877
✏Pages : 172
✏ISBN : MINN:31951002002407L
✏Available Language : English, Spanish, And French

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✏Every day Reasoning Or The Science of Inductive Logic Book Summary :

📒Lectures On Inductive Logic ✍ Jon Williamson

Lectures On Inductive Logic Book PDF
✏Book Title : Lectures on Inductive Logic
✏Author : Jon Williamson
✏Publisher : Oxford University Press
✏Release Date : 2017-01-26
✏Pages : 220
✏ISBN : 9780199666478
✏Available Language : English, Spanish, And French

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✏Lectures on Inductive Logic Book Summary : Logic is a field studied mainly by researchers and students of philosophy, mathematics and computing. Inductive logic seeks to determine the extent to which the premisses of an argument entail its conclusion, aiming to provide a theory of how one should reason in the face of uncertainty. It has applications to decision making and artificial intelligence, as well as how scientists should reason when not in possession of the full facts. In this book, Jon Williamson embarks on a quest to find a general, reasonable, applicable inductive logic (GRAIL), all the while examining why pioneers such as Ludwig Wittgenstein and Rudolf Carnap did not entirely succeed in this task. Along the way he presents a general framework for the field, and reaches a new inductive logic, which builds upon recent developments in Bayesian epistemology (a theory about how strongly one should believe the various propositions that one can express). The book explores this logic in detail, discusses some key criticisms, and considers how it might be justified. Is this truly the GRAIL? Although the book presents new research, this material is well suited to being delivered as a series of lectures to students of philosophy, mathematics, or computing and doubles as an introduction to the field of inductive logic

📒Inductive Logic Programming ✍ Stephen Muggleton

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Stephen Muggleton
✏Publisher : Morgan Kaufmann
✏Release Date : 1992
✏Pages : 565
✏ISBN : 0125097158
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : Inductive logic programming is a new research area formed at the intersection of machine learning and logic programming. While the influence of logic programming has encouraged the development of strong theoretical foundations, this new area is inheriting its experimental orientation from machine learning. Inductive Logic Programming will be an invaluable text for all students of computer science, machine learning and logic programming at an advanced level. * * Examination of the background to current developments within the area * Identification of the various goals and aspirations for the increasing body of researchers in inductive logic programming * Coverage of induction of first order theories, the application of inductive logic programming and discussion of several logic learning programs * Discussion of the applications of inductive logic programming to qualitative modelling, planning and finite element mesh design

Probability And Inductive Logic Book PDF
✏Book Title : Probability and Inductive Logic
✏Author : Henry Ely Kyburg
✏Publisher :
✏Release Date : 1970
✏Pages : 272
✏ISBN : UOM:39015058007983
✏Available Language : English, Spanish, And French

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✏Probability and Inductive Logic Book Summary :

📒Inductive Logic Programming ✍ Francesco Bergadano

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Francesco Bergadano
✏Publisher : MIT Press
✏Release Date : 1996
✏Pages : 240
✏ISBN : 0262023938
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, through initial approaches to symbolic machine learning, to recent techniques for learning relational concepts. In this book they provide an extended, up-to-date survey of ILP, emphasizing methods and systems suitable for software engineering applications, including inductive program development, testing, and maintenance. Inductive Logic Programming includes a definition of the basic ILP problem and its variations (incremental, with queries, for multiple predicates and predicate invention capabilities), a description of bottom-up operators and techniques (such as least general generalization, inverse resolution, and inverse implication), an analysis of top-down methods (mainly MIS and FOIL-like systems), and a survey of methods and languages for specifying inductive bias. Logic Programming series

📒Foundations Of Inductive Logic Programming ✍ Shan-Hwei Nienhuys-Cheng

Foundations Of Inductive Logic Programming Book PDF
✏Book Title : Foundations of Inductive Logic Programming
✏Author : Shan-Hwei Nienhuys-Cheng
✏Publisher : Springer Science & Business Media
✏Release Date : 1997-04-18
✏Pages : 404
✏ISBN : 3540629270
✏Available Language : English, Spanish, And French

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✏Foundations of Inductive Logic Programming Book Summary : The state of the art of the bioengineering aspects of the morphology of microorganisms and their relationship to process performance are described in this volume. Materials and methods of the digital image analysis and mathematical modeling of hyphal elongation, branching and pellet formation as well as their application to various fungi and actinomycetes during the production of antibiotics and enzymes are presented.

📒Reasoning From Evidence ✍ William Gustason

Reasoning From Evidence Book PDF
✏Book Title : Reasoning from Evidence
✏Author : William Gustason
✏Publisher : Macmillan College
✏Release Date : 1994
✏Pages : 318
✏ISBN : 0023485337
✏Available Language : English, Spanish, And French

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✏Reasoning from Evidence Book Summary : This text focuses on basic topics and problems of logic, as well as decision theory and topics related to the philosophy of science and statistics. Topics covered include inductive inference; causal inferrence; probability calculus; expected value; confirmation theory; the justification of induction; the riddle of induction and theories of probability. It also includes coverage, in both historical and contemporary terms, of the traditional problem of induction raised by Hume.

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Rui Camacho
✏Publisher : Springer Science & Business Media
✏Release Date : 2004-08-24
✏Pages : 358
✏ISBN : 9783540229414
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 14th International Conference on Inductive Logic Programming, ILP 2004, held in Porto, Portugal, in September 2004. The 20 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers address all current topics in inductive logic programming, ranging from theoretical and methodological issues to advanced applications in various areas.

📒Notes On Inductive Logic ✍ Thomas Woodhouse Levin

Notes On Inductive Logic Book PDF
✏Book Title : Notes on Inductive Logic
✏Author : Thomas Woodhouse Levin
✏Publisher :
✏Release Date : 1885
✏Pages : 150
✏ISBN : OXFORD:590600254
✏Available Language : English, Spanish, And French

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✏Notes on Inductive Logic Book Summary :

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : David Page
✏Publisher : Springer Science & Business Media
✏Release Date : 1998-07-08
✏Pages : 299
✏ISBN : 3540647384
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications.

📒Inductive Logic Programming ✍ Celine Rouveirol

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Celine Rouveirol
✏Publisher : Springer Science & Business Media
✏Release Date : 2001-08-29
✏Pages : 259
✏ISBN : 9783540425380
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 11th International Conference on Inductive Logic Programming, ILP 2001, held in Strasbourg, France in September 2001. The 21 revised full papers presented were carefully reviewed and selected from 37 submissions. Among the topics addressed are data mining issues for multi-relational databases, supervised learning, inductive inference, Bayesian reasoning, learning refinement operators, neural network learning, constraint satisfaction, genetic algorithms, statistical machine learning, transductive inference, etc.

📒Inductive Logic Programming ✍ Tamas Horváth

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Tamas Horváth
✏Publisher : Springer Science & Business Media
✏Release Date : 2003-09-24
✏Pages : 400
✏ISBN : 9783540201441
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 13th International Conference on Inductive Logic Programming, ILP 2003, held in Szeged, Hungary in September/October 2003. The 23 revised full papers presented were carefully reviewed and selected from 53 submissions. Among the topics addressed are multirelational data mining, complexity issues, theory revision, clustering, mathematical discovery, relational reinforcement learning, multirelational learning, inductive inference, description logics, grammar systems, and inductive learning.

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Nada Lavrac
✏Publisher : Springer Science & Business Media
✏Release Date : 1997-09-03
✏Pages : 308
✏ISBN : 3540635149
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the strictly refereed post-workshop proceedings of the 6th International Workshop on Inductive Logic Programming, ILP-96, held in Stockholm, Sweden, in August 1996. The 21 full papers were carefully reviewed and selected for inclusion in the book in revised version. Also included is the invited contribution "Inductive logic programming for natural language processing" by Raymond J. Mooney. Among the topics covered are natural language learning, drug design, NMR and ECG analysis, glaucoma diagnosis, efficiency measures for implementations and database interaction, program synthesis, proof encoding and learning in the absence of negative data, and least generalizations under implication ordering.

📒Inductive Logic Programming ✍ Filip Železný

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Filip Železný
✏Publisher : Springer Science & Business Media
✏Release Date : 2008-09-05
✏Pages : 347
✏ISBN : 9783540859277
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 18th International Conference on Inductive Logic Programming, ILP 2008, held in Prague, Czech Republic, in September 2008. The 20 revised full papers presented together with the abstracts of 5 invited lectures were carefully reviewed and selected during two rounds of reviewing and improvement from 46 initial submissions. All current topics in inductive logic programming are covered, ranging from theoretical and methodological issues to advanced applications. The papers present original results in the first-order logic representation framework, explore novel logic induction frameworks, and address also new areas such as statistical relational learning, graph mining, or the semantic Web.

The Elements Of Inductive Logic Designed Mainly For The Use Of Students In The Universities Book PDF
✏Book Title : The Elements of Inductive Logic Designed Mainly for the Use of Students in the Universities
✏Author : Thomas Fowler
✏Publisher :
✏Release Date : 1876
✏Pages : 360
✏ISBN : PSU:000072256923
✏Available Language : English, Spanish, And French

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✏The Elements of Inductive Logic Designed Mainly for the Use of Students in the Universities Book Summary :

📒Inductive Logic Programming ✍ Hendrik Blockeel

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Hendrik Blockeel
✏Publisher : Springer Science & Business Media
✏Release Date : 2008-03-14
✏Pages : 307
✏ISBN : 9783540784685
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning. The 15 revised full papers and 11 revised short papers presented together with 2 invited lectures were carefully reviewed and selected from 38 initial submissions. The papers present original results on all aspects of learning in logic, as well as multi-relational learning and data mining, statistical relational learning, graph and tree mining, relational reinforcement learning, and learning in other non-propositional knowledge representation frameworks. Thus all current topics in inductive logic programming, ranging from theoretical and methodological issues to advanced applications in various areas are covered.

📒Elements Of Inductive Logic ✍ Noah Knowles Davis

Elements Of Inductive Logic Book PDF
✏Book Title : Elements of Inductive Logic
✏Author : Noah Knowles Davis
✏Publisher :
✏Release Date : 1895
✏Pages : 204
✏ISBN : HARVARD:HNUIRI
✏Available Language : English, Spanish, And French

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✏Elements of Inductive Logic Book Summary :

📒Inductive Logic ✍ Dov M. Gabbay

Inductive Logic Book PDF
✏Book Title : Inductive Logic
✏Author : Dov M. Gabbay
✏Publisher : Elsevier
✏Release Date : 2011-05-27
✏Pages : 800
✏ISBN : 9780080931692
✏Available Language : English, Spanish, And French

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✏Inductive Logic Book Summary : This volume is number ten in the 11-volume Handbook of the History of Logic. While there are many examples were a science split from philosophy and became autonomous (such as physics with Newton and biology with Darwin), and while there are, perhaps, topics that are of exclusively philosophical interest, inductive logic — as this handbook attests — is a research field where philosophers and scientists fruitfully and constructively interact. This handbook covers the rich history of scientific turning points in Inductive Logic, including probability theory and decision theory. Written by leading researchers in the field, both this volume and the Handbook as a whole are definitive reference tools for senior undergraduates, graduate students and researchers in the history of logic, the history of philosophy, and any discipline, such as mathematics, computer science, cognitive psychology, and artificial intelligence, for whom the historical background of his or her work is a salient consideration. • Chapter on the Port Royal contributions to probability theory and decision theory • Serves as a singular contribution to the intellectual history of the 20th century • Contains the latest scholarly discoveries and interpretative insights

The Elements Of Inductive Logic Book PDF
✏Book Title : The Elements of Inductive Logic
✏Author : Thomas Fowler
✏Publisher :
✏Release Date : 1889
✏Pages : 365
✏ISBN : PRNC:32101066985225
✏Available Language : English, Spanish, And French

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✏The Elements of Inductive Logic Book Summary :

The Principles Of Empirical Or Inductive Logic Book PDF
✏Book Title : The Principles of Empirical Or Inductive Logic
✏Author : John Venn
✏Publisher :
✏Release Date : 1889
✏Pages : 594
✏ISBN : UOM:39015027804015
✏Available Language : English, Spanish, And French

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✏The Principles of Empirical Or Inductive Logic Book Summary :

📒Pure Inductive Logic ✍ Jeffrey Paris

Pure Inductive Logic Book PDF
✏Book Title : Pure Inductive Logic
✏Author : Jeffrey Paris
✏Publisher : Cambridge University Press
✏Release Date : 2015-04-02
✏Pages :
✏ISBN : 9781316393079
✏Available Language : English, Spanish, And French

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✏Pure Inductive Logic Book Summary : Pure inductive logic is the study of rational probability treated as a branch of mathematical logic. This monograph, the first devoted to this approach, brings together the key results from the past seventy years plus the main contributions of the authors and their collaborators over the last decade to present a comprehensive account of the discipline within a single unified context. The exposition is structured around the traditional bases of rationality, such as avoiding Dutch Books, respecting symmetry and ignoring irrelevant information. The authors uncover further rationality concepts, both in the unary and in the newly emerging polyadic languages, such as conformity, spectrum exchangeability, similarity and language invariance. For logicians with a mathematical grounding, this book provides a complete self-contained course on the subject, taking the reader from the basics up to the most recent developments. It is also a useful reference for a wider audience from philosophy and computer science.

An Introduction To Probability And Inductive Logic Book PDF
✏Book Title : An Introduction to Probability and Inductive Logic
✏Author : Ian Hacking
✏Publisher : Cambridge University Press
✏Release Date : 2001-07-02
✏Pages :
✏ISBN : 9781139643610
✏Available Language : English, Spanish, And French

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✏An Introduction to Probability and Inductive Logic Book Summary : This is an introductory 2001 textbook on probability and induction written by one of the world's foremost philosophers of science. The book has been designed to offer maximal accessibility to the widest range of students (not only those majoring in philosophy) and assumes no formal training in elementary symbolic logic. It offers a comprehensive course covering all basic definitions of induction and probability, and considers such topics as decision theory, Bayesianism, frequency ideas, and the philosophical problem of induction. The key features of this book are a lively and vigorous prose style; lucid and systematic organization and presentation of ideas; many practical applications; a rich supply of exercises drawing on examples from such fields as psychology, ecology, economics, bioethics, engineering, and political science; numerous brief historical accounts of how fundamental ideas of probability and induction developed; and a full bibliography of further reading.

📒Inductive Logic Programming ✍ Germany) Ilp 200 (2005 Bonn

Inductive Logic Programming Book PDF
✏Book Title : Inductive Logic Programming
✏Author : Germany) Ilp 200 (2005 Bonn
✏Publisher : Springer Science & Business Media
✏Release Date : 2005-08-11
✏Pages : 425
✏ISBN : 9783540281771
✏Available Language : English, Spanish, And French

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✏Inductive Logic Programming Book Summary : This book constitutes the refereed proceedings of the 15th International Conference on Inductive Logic Programming, ILP 2005, held in Bonn, Germany, in August 2005. The 24 revised full papers presented together with the abstract of 4 invited lectures were carefully reviewed and selected for inclusion in the book. The papers address all current topics in inductive logic programming, ranging from theoretical and methodological issues to advanced applications in various areas, also including more diverse forms of non-propositional learning.

Nonmonotonic And Inductive Logic Book PDF
✏Book Title : Nonmonotonic and inductive logic
✏Author :
✏Publisher :
✏Release Date : 1993
✏Pages :
✏ISBN : UCAL:B4340282
✏Available Language : English, Spanish, And French

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✏Nonmonotonic and inductive logic Book Summary :

Probabilistic Inductive Logic Programming Book PDF
✏Book Title : Probabilistic Inductive Logic Programming
✏Author : Luc De Raedt
✏Publisher : Springer Science & Business Media
✏Release Date : 2008-03-14
✏Pages : 339
✏ISBN : 9783540786511
✏Available Language : English, Spanish, And French

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✏Probabilistic Inductive Logic Programming Book Summary : The question, how to combine probability and logic with learning, is getting an increased attention in several disciplines such as knowledge representation, reasoning about uncertainty, data mining, and machine learning simulateously. This results in the newly emerging subfield known under the names of statistical relational learning and probabilistic inductive logic programming. This book provides an introduction to the field with an emphasis on the methods based on logic programming principles. It is concerned with formalisms and systems, implementations and applications, as well as with the theory of probabilistic inductive logic programming. The 13 chapters of this state-of-the-art survey start with an introduction to probabilistic inductive logic programming; moreover the book presents a detailed overview of the most important probabilistic logic learning formalisms and systems such as relational sequence learning techniques, using kernels with logical representations, Markov logic, the PRISM system, CLP(BN), Bayesian logic programs, and the independent choice logic. The third part provides a detailed account of some show-case applications of probabilistic inductive logic programming. The final part touches upon some theoretical investigations and includes chapters on behavioural comparison of probabilistic logic programming representations and a model-theoretic expressivity analysis.