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- Empirical Analysis of the Impact of Recommender Systems on Sales
We then develop a robust empirical model that incorporates the indirect effect of recommendations on sales through retailer pricing, potential simultaneity between sales and recommendations, and a comprehensive measure of the strength of recommendations
- Empirical Analysis of the Impact of Recommender Systems on Sales - JSTOR
We then develop a robust empirical model that incorporates the indirect effect of recommendations on sales through retailer pricing, potential simultaneity between sales and recommendations, and a comprehensive measure of the strength of recommendations
- Impact Of Recommender Systems in E-Commerce – A Worldwide Empirical . . .
In this study we have focused on real global e-commerce data for different countries, industries, and scales to see the effect of recommender systems in terms of contribution rate, click
- Recommender systems and their impact on sales diversity
Some believe recommenders help consumers discover new products and thus increase sales diversity Others believe recommenders only reinforce the popularity of already popular products This paper is a first attempt to reconcile these seemingly incompatible views We explore the question in two ways
- An empirical investigation of user and system recommendations in e . . .
Overall, user recommendations are more effective than system recommendations in driving product sales Furthermore, we find that there is a substitute relationship between user recommendation volume and system recommendation strength
- Impact of Recommender Systems in E-Commerce – A Worldwide Empirical . . .
Abstract systems in the industrial sector are experiencing a growing application wi sed customer sa in this domain Despite the widespread prevalence of e-commerce globally, there exists a noticeable gap in the empirical assessment of recommender system performance for business articularl analytics aims to address this gap by scrutinizing authent
- Empirical Analysis of the Business Value of Recommender Systems
We develop a robust empirical method that incorporates indirect impact of recommendations on sales through retailer pricing, potential simultaneity between sales and recommendations, and a comprehensive measure of the strength of recommendations
- Integrative models and empirical analysis of recommender systems in . . .
We estimate the marginal change in sales due to recommendations, and contrast it with the impacts of other types of customer feedback ^
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