Leveraging Multi-Method Evaluation for Multi-Stakeholder Settings

Abstract

In this paper, we focus on recommendation settings with multiple stakeholders with possibly varying goals and interests, and argue that a single evaluation method or measure is not able to evaluate all relevant aspects in such a complex setting. We reason that employing a multi-method evaluation, where multiple evaluation methods or measures are combined and integrated, allows for getting a richer picture and prevents blind spots in the evaluation outcome.

3 pages, ImpactRS 2019, Copenhagen, Denmark

References in corpus (3)

• Multisided Fairness for Recommendation
• Price and Profit Awareness in Recommender Systems
• Multiple Stakeholders in Music Recommender Systems