The computer program that provides suggestions about price levels and advertising media choices is most likely a decision support system (DSS).
A decision support system helps managers make informed decisions by analyzing data and providing insights related to various business scenarios, which fits the context of Joe's role as a marketing manager in making pricing and advertising decisions.