One aspect of class participation is calling on students to answer a question, solve a problem ...

The system could clearly present the student chosen.  It would be much better if perceived as fair. 

Ideally, at the end of the term all students will have had roughly equal opportunity to contribute before the whole class.

The teacher might assign a score to the student's participation.  The number of contributions and score could be displayed.