I'm doing research for a system that is based on rules. The goal of the system is to fire when some of the rules are true.
Explanation (requirements/working of the algorithm):
The algorithm will run in the background of an app. There will be a lot of data available about the user. The algorithm will apply the defined Business Rules to the data. When an X amount of the rules result in true, the algorithm should fire. The goal of the algorithm is to fire when the user shows any possible problems (based on data / the business rules that result in true).
Examples of Business Rules:
IF a user is in the app between 2-5AM more than 5 times in 2 weeks THEN the user is not sleeping at the correct times.
IF a user moved house twice THEN a user moves house a lot
The Business Rules are in the
If condition(s) then action format.
The condition can be of any type. It would be really nice if it will be "easy" to add new forms of conditions in the future and the algorithm can handle such changes.
I'm looking for an algorithm that can be of use for the goal described above. Preferably without the use of Machine Learning. So I'm looking for an up-to-date/newer version of an Expert System.
When I did research, almost every time I came back to an Expert System. I think it perfectly fits my requirements. However I can't find anything recent on Expert Systems. It looks like it is outdated, as mentioned in this post, four years ago.
I saw something like an Recommendation System in this post. Still I don't think this will solve my problem because it focuses on recommendations...
Does anyone else have ideas for an algorithm?
EDIT: Tried to add useful information