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Subjective Logic A Formalism for Reasoning Under Uncertainty /
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 subjec...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | Artificial Intelligence: Foundations, Theory, and Algorithms,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-42337-1 | ||
| 003 | DE-He213 | ||
| 005 | 20220114115052.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 161027s2016 sz | s |||| 0|eng d | ||
| 020 | |a 9783319423371 |9 978-3-319-42337-1 | ||
| 024 | 7 | |a 10.1007/978-3-319-42337-1 |2 doi | |
| 050 | 4 | |a Q334-342 | |
| 050 | 4 | |a TA347.A78 | |
| 072 | 7 | |a UYQ |2 bicssc | |
| 072 | 7 | |a COM004000 |2 bisacsh | |
| 072 | 7 | |a UYQ |2 thema | |
| 082 | 0 | 4 | |a 006.3 |2 23 |
| 100 | 1 | |a Jøsang, Audun. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Subjective Logic |h [electronic resource] : |b A Formalism for Reasoning Under Uncertainty / |c by Audun Jøsang. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2016. | |
| 300 | |a XXI, 337 p. 119 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Artificial Intelligence: Foundations, Theory, and Algorithms, |x 2365-306X | |
| 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. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Machine theory. | |
| 650 | 0 | |a Data protection. | |
| 650 | 0 | |a Logic. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Formal Languages and Automata Theory. |
| 650 | 2 | 4 | |a Data and Information Security. |
| 650 | 2 | 4 | |a Logic. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319423357 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319423364 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319825557 |
| 830 | 0 | |a Artificial Intelligence: Foundations, Theory, and Algorithms, |x 2365-306X | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-42337-1 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||