Probabilistic logic
Probabilistic logic (also probability logic and probabilistic reasoning) involves the use of probability and logic to deal with uncertain situations. Probabilistic logic extends traditional logic truth tables with probabilistic expressions. A difficulty of probabilistic logics is their tendency to multiply the computational complexities of their probabilistic and logical components. Other difficulties include the possibility of counter-intuitive results, such as in case of belief fusion in Dempster–Shafer theory. Source trust and epistemic uncertainty about the probabilities they provide, such as defined in subjective logic, are additional elements to consider. The need to deal with a broad variety of contexts and issues has led to many different proposals.
- Comment
- enProbabilistic logic (also probability logic and probabilistic reasoning) involves the use of probability and logic to deal with uncertain situations. Probabilistic logic extends traditional logic truth tables with probabilistic expressions. A difficulty of probabilistic logics is their tendency to multiply the computational complexities of their probabilistic and logical components. Other difficulties include the possibility of counter-intuitive results, such as in case of belief fusion in Dempster–Shafer theory. Source trust and epistemic uncertainty about the probabilities they provide, such as defined in subjective logic, are additional elements to consider. The need to deal with a broad variety of contexts and issues has led to many different proposals.
- Has abstract
- enProbabilistic logic (also probability logic and probabilistic reasoning) involves the use of probability and logic to deal with uncertain situations. Probabilistic logic extends traditional logic truth tables with probabilistic expressions. A difficulty of probabilistic logics is their tendency to multiply the computational complexities of their probabilistic and logical components. Other difficulties include the possibility of counter-intuitive results, such as in case of belief fusion in Dempster–Shafer theory. Source trust and epistemic uncertainty about the probabilities they provide, such as defined in subjective logic, are additional elements to consider. The need to deal with a broad variety of contexts and issues has led to many different proposals.
- Is primary topic of
- Probabilistic logic
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- enProbabilistic logic
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- www.philos.rug.nl/~romeyn/paper/2005_romeijn_-_thesis.pdf
- philpapers.org/rec/ADAAPO-2
- bayes.wustl.edu/etj/prob/book.pdf
- books.google.com/books%3Fhl=en&lr=&id=c-bthgk3DQAC&oi=fnd&pg=PP1&dq=%22Handbook+of+the+Logic+of+Argument+and+Inference:+The+turn+towards+the+practical%22&ots=yrjiTlKa-O&sig=9ToPqYX6B2Fzn-GhYVJm33IUeB8%23v=onepage&q=%22Handbook%20of%20the%20Logic%20of%20Argument%20and%20Inference%3A%20The%20turn%20towards%20the%20practical%22&f=false
- books.google.com/books%3Fhl=en&lr=&id=CicvkPZhohEC&oi=fnd&pg=PR11&dq=%22Uncertain+Inference%22+Teng&ots=JjnRNjQ4i6&sig=JBV9_yWGmiAlrl2EXylLEJ9GRrk
- books.google.com/books%3Fhl=en&lr=&id=D5aCKWMtrtQC&oi=fnd&pg=PP1&dq=%22Truth,+Possibility+and+Probability:+New+Logical+Foundations+of+Probability+and+Statistical+Inference%22&ots=dzloxitdW3&sig=ekP_NPlUTdnFJLF4yOpM6qgPdSs%23v=onepage&q=%22Truth%2C%20Possibility%20and%20Probability%3A%20New%20Logical%20Foundations%20of%20Probability%20and%20Statistical%20Inference%22&f=false
- books.google.com/books%3Fhl=en&lr=&id=uFVtCQAAQBAJ&oi=fnd&pg=PP8&dq=%22The+Logical+Foundations+of+Statistical+Inference%22+kyburg&ots=a0m49xG5Vt&sig=cgDXfw19FujcuIq-bz_OOYLxicc
- dl.acm.org/citation.cfm%3Fid=914650
- www.sipta.org/
- folk.universitetetioslo.no/josang/sl/
- philpapers.org/rec/KYBPAI
- web.archive.org/web/20070930031527/http:/www.kent.ac.uk/secl/philosophy/jw/2006/progicnet.htm
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- Age of Enlightenment
- Argumentation framework
- Atomic formula
- Bayes' theorem
- Bayesian inference
- Bayesian networks
- Bayesian probability
- Ben Goertzel
- Case-based reasoning
- Casuistry
- Category:Formal epistemology
- Category:Non-classical logic
- Category:Probabilistic arguments
- Catholic probabilism
- Computational complexities
- Cox's theorem
- Deductive logic
- Dempster–Shafer theory
- Dutch book
- Entailment
- Evidential reasoning approach
- Finite state machine
- Fréchet inequalities
- Fuzzy logic
- Half-proof
- Henry E. Kyburg, Jr.
- Imprecise probability
- Laxism
- Logic
- Logical conjunction
- Logical consequence
- Logical disjunction
- Logical system
- Logic programming
- Markov chain
- Markov logic network
- Maximum entropy principle
- Modus ponens
- Modus tollens
- Moral certainty
- Nils Nilsson (researcher)
- Non-Axiomatic Reasoning System
- Non-monotonic logic
- Pei Wang
- Possibility theory
- Posterior probability
- Predicate logic
- Probabilism
- Probabilistic argumentation
- Probabilistic database
- Probabilistic Logic Network
- Probabilistic proof
- Probabilistic soft logic
- Probabilities
- Probability
- Probability space
- Probability theory
- Propositional logic
- Propositional variable
- Rolando Chuaqui
- Rudolf Carnap
- Scholasticism
- Scholastics
- Statistical relational learning
- Subjective logic
- Truth table
- Truth value
- Uncertain inference
- Upper and lower probabilities
- Σ-algebra
- SameAs
- 2ShjG
- Lógica probabilística
- Lógica probabilística
- Logique probabiliste
- m.0cz z9
- Pravdepodobnostná logika
- Probabilistic logic
- Probableca logiko
- Q2599292
- Імовірнісна логіка
- Вероятностная логика
- Հավանականային տրամաբանություն
- منطق احتمالاتی
- 概率逻辑
- 確率論理
- Subject
- Category:Formal epistemology
- Category:Non-classical logic
- Category:Probabilistic arguments
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