Even though these can make HMMs easier to train and scale than more structured models such as BNs, it also puts them in a disadvantage concerning context-awareness and accuracy as shown by our results.
the random variables of BNs allow them to keep a structured model of the space, user, and relevant content selection and utterance planning choices.