When in doubt about word meanings, break down the components of the word. "Miso-" typically means hatred, and "logic" or "ologist" refers to reasoning or study, which helps identify the correct term.
The term "Misologist" refers to a person who hates or has a strong dislike for reasoning or rational thought.
The term "Misogynist" refers to someone who dislikes women, which is not the correct answer in this case.
The other options, "Mystique" and "Moroccan," do not fit the definition provided in the question.
Thus, the correct answer is "Misologist."