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Subjective logic [electronic resource] : a formalism for reasoning under uncertainty

Subjective logic [electronic resource] : a formalism for reasoning under uncertainty

Material type
E-Book(소장)
Personal Author
Jøsang, Audun.
Title Statement
Subjective logic [electronic resource] : a formalism for reasoning under uncertainty / by Audun Jøsang.
Publication, Distribution, etc
Cham :   Springer International Publishing :   Imprint: Springer,   2016.  
Physical Medium
1 online resource (xxi, 337 p.) : ill.
Series Statement
Artificial intelligence: foundations, theory, and algorithms,2365-3051, 2365-306X (electronic)
ISBN
9783319423371
요약
This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjective logic, harmonising the key notations and formalisms, concluding with chapters on trust networks and subjective Bayesian networks, which when combined form general subjective networks. The author shows how real-world situations can be realistically modelled with regard to how situations are perceived, with conclusions that more correctly reflect the ignorance and uncertainties that result from partially uncertain input arguments. The book will help researchers and practitioners to advance, improve and apply subjective logic to build powerful artificial reasoning models and tools for solving real-world problems. A good grounding in discrete mathematics is a prerequisite.
General Note
Title from e-Book title page.  
Content Notes
Introduction -- Elements of Subjective Opinions -- Opinion Representations -- Decision-Making Under Vagueness and Uncertainty -- Principles of Subjective Logic -- Addition, Subtraction and Complement -- Binomial Multiplication and Division -- Multinomial Multiplication and Division -- Conditional Deduction -- Conditional Abduction -- Joint and Marginal Opinions -- Fusion of Subjective Opinions -- Unfusion and Fission of Subjective Opinions -- Computational Trust -- Trust Networks -- Bayesian Reputation Systems -- Subjective Networks.
Bibliography, Etc. Note
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
Short cut
URL
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007 cr
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020 ▼a 9783319423371
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 005.1015113 ▼2 23
084 ▼a 005.1015113 ▼2 DDCK
090 ▼a 005.1015113
100 1 ▼a Jøsang, Audun.
245 1 0 ▼a Subjective logic ▼h [electronic resource] : ▼b a formalism for reasoning under uncertainty / ▼c by Audun Jøsang.
260 ▼a Cham : ▼b Springer International Publishing : ▼b Imprint: Springer, ▼c 2016.
300 ▼a 1 online resource (xxi, 337 p.) : ▼b ill.
490 1 ▼a Artificial intelligence: foundations, theory, and algorithms, ▼x 2365-3051, ▼x 2365-306X (electronic)
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Introduction -- Elements of Subjective Opinions -- Opinion Representations -- Decision-Making Under Vagueness and Uncertainty -- Principles of Subjective Logic -- Addition, Subtraction and Complement -- Binomial Multiplication and Division -- Multinomial Multiplication and Division -- Conditional Deduction -- Conditional Abduction -- Joint and Marginal Opinions -- Fusion of Subjective Opinions -- Unfusion and Fission of Subjective Opinions -- Computational Trust -- Trust Networks -- Bayesian Reputation Systems -- Subjective Networks.
520 ▼a This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of subjective logic, harmonising the key notations and formalisms, concluding with chapters on trust networks and subjective Bayesian networks, which when combined form general subjective networks. The author shows how real-world situations can be realistically modelled with regard to how situations are perceived, with conclusions that more correctly reflect the ignorance and uncertainties that result from partially uncertain input arguments. The book will help researchers and practitioners to advance, improve and apply subjective logic to build powerful artificial reasoning models and tools for solving real-world problems. A good grounding in discrete mathematics is a prerequisite.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
830 0 ▼a Artificial intelligence: foundations, theory, and algorithms.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-319-42337-1
945 ▼a KLPA
991 ▼a E-Book(소장)

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/e-Book Collection/ Call Number CR 005.1015113 Accession No. E14022905 Availability Loan can not(reference room) Due Date Make a Reservation Service M

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