We introduce a pragmatic procedure to evaluate recommender systems for experience products with test users, within industry constraints on time and budget.
We introduce a pragmatic procedure to evaluate recommender systems for experience products with test users, within industry constraints on time and budget.
This framework describes how different aspects of recommender systems influence users' experience and interac- tion. In contrast to (offline) algorithm ...
We introduce a pragmatic procedure to evaluate recommender systems for experience products with test users, within industry constraints on time and budget.
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This chapter provides a detailed practical description of how to conduct user experiments, covering the following topics: formulating hypotheses, sampling ...
This chapter is a guideline for students and researchers aspiring to conduct user experiments with their recommender systems. It first cov- ers the theory of ...
A user-centric evaluation framework of recommender systems
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... Usability refers to the ease with which a user can achieve a particular goal in the context of a computer-related system or service (Flavián et al. 2006).
I have developed a theoretical framework for the user-centric evaluation of recommender systems, and tested this framework in a wide variety of research ...
Mar 7, 2024 · This new evaluation framework is developed based on ResQue, a popular user-centric evaluation framework for recommender systems.
Title, A Pragmatic Toolbox to Support the User-Centric Evaluation of Recommender Systems. Publication Type, Conference Paper. Year of Publication, 2011.
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