How Long to Read Markov Logic

How Long Does it Take to Read Markov Logic?

It takes the average reader 2 hours and 27 minutes to read Markov Logic by Pedro Dechter

Assuming a reading speed of 250 words per minute. Learn more

Description

Most subfields of computer science have an interface layer via which applications communicate with the infrastructure, and this is key to their success (e.g., the Internet in networking, the relational model in databases, etc.). So far this interface layer has been missing in AI. First-order logic and probabilistic graphical models each have some of the necessary features, but a viable interface layer requires combining both. Markov logic is a powerful new language that accomplishes this by attaching weights to first-order formulas and treating them as templates for features of Markov random fields. Most statistical models in wide use are special cases of Markov logic, and first-order logic is its infinite-weight limit. Inference algorithms for Markov logic combine ideas from satisfiability, Markov chain Monte Carlo, belief propagation, and resolution. Learning algorithms make use of conditional likelihood, convex optimization, and inductive logic programming. Markov logic has been successfully applied to problems in information extraction and integration, natural language processing, robot mapping, social networks, computational biology, and others, and is the basis of the open-source Alchemy system. Table of Contents: Introduction / Markov Logic / Inference / Learning / Extensions / Applications / Conclusion

How long is Markov Logic?

Markov Logic by Pedro Dechter is 145 pages long, and a total of 36,975 words.

This makes it 49% the length of the average book. It also has 45% more words than the average book.

How Long Does it Take to Read Markov Logic Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 22 minutes to read Markov Logic aloud.

What Reading Level is Markov Logic?

Markov Logic is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Markov Logic?

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