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The document explains finite string matching using finite state machines, highlighting the representation of states, transitions, and accepted states in a diagram. It provides a specific example of a turnstile mechanism modeled as a finite state machine, detailing a state transition table with inputs and outputs. The document concludes by inviting readers to seek more detailed information through a provided link.