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A systematic review and taxonomy of explanations in decision support and recommender systems
With the recent advances in the field of artificial intelligence, an increasing number of
decision-making tasks are delegated to software systems. A key requirement for the success …
decision-making tasks are delegated to software systems. A key requirement for the success …
Mobile recommender systems in tourism
Abstract Recommender Systems (RSs) have been extensively utilized as a means of
reducing the information overload and offering travel recommendations to tourists. The …
reducing the information overload and offering travel recommendations to tourists. The …
Interacting with recommenders—overview and research directions
Automated recommendations have become a ubiquitous part of today's online user
experience. These systems point us to additional items to purchase in online shops, they …
experience. These systems point us to additional items to purchase in online shops, they …
Explaining recommendations through conversations: dialog model and the effects of interface type and degree of interactivity
Explaining system-generated recommendations based on user reviews can foster users'
understanding and assessment of the recommended items and the recommender system …
understanding and assessment of the recommended items and the recommender system …
Explainable recommendations in intelligent systems: delivery methods, modalities and risks
With the increase in data volume, velocity and types, intelligent human-agent systems have
become popular and adopted in different application domains, including critical and …
become popular and adopted in different application domains, including critical and …
B Lamche, U Adıgüzel, W Wörndl - Joint Workshop on Interfaces and …, 2014 - ceur-ws.org
This work presents a concept featuring interactive explanations for mobile shop**
recommender systems in the domain of fashion. It combines previous research in …
recommender systems in the domain of fashion. It combines previous research in …
Effects of interactivity and presentation on review-based explanations for recommendations
User reviews have become an important source for recommending and explaining products
or services. Particularly, providing explanations based on user reviews may improve users' …
or services. Particularly, providing explanations based on user reviews may improve users' …