Does expert system use algorithms?

weeamfallatah

I want to build an expert system for analyzing the personality of a number of people and then distribute them in groups , each group will have members with different personalities.

I have been reading about ES a lot but I still confused , does rule-based system enough to build the system, or do I have to use matching algorithms like stable marriage or Maximum bipartite matching.