First and second moment of counts of words in random texts generated by Markov chains.
Jürgen KleffeMark BorodovskyPublished in: Comput. Appl. Biosci. (1992)
Keyphrases
- markov chain
- monte carlo method
- human generated
- steady state
- finite state
- english words
- markov process
- transition probabilities
- stationary distribution
- chinese texts
- keywords
- text documents
- monte carlo
- random walk
- state space
- stochastic process
- markov model
- monte carlo simulation
- markov processes
- assemble to order systems
- random numbers
- probabilistic automata
- transition matrix
- random number
- confidence intervals
- text classification
- dynamic programming