A systematic review and taxonomy of explanations in decision support and recommender systems

I Nunes, D Jannach - User Modeling and User-Adapted Interaction, 2017 - Springer
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 …

Mobile recommender systems in tourism

D Gavalas, C Konstantopoulos, K Mastakas… - Journal of network and …, 2014 - Elsevier
Abstract Recommender Systems (RSs) have been extensively utilized as a means of
reducing the information overload and offering travel recommendations to tourists. The …

Interacting with recommenders—overview and research directions

M Jugovac, D Jannach - ACM Transactions on Interactive Intelligent …, 2017 - dl.acm.org
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 …

Explaining recommendations through conversations: dialog model and the effects of interface type and degree of interactivity

DC Hernandez-Bocanegra, J Ziegler - ACM Transactions on Interactive …, 2023 - dl.acm.org
Explaining system-generated recommendations based on user reviews can foster users'
understanding and assessment of the recommended items and the recommender system …

Explainable recommendations in intelligent systems: delivery methods, modalities and risks

M Naiseh, N Jiang, J Ma, R Ali - … , September 23–25, 2020, Proceedings 14, 2020 - Springer
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 …
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 …

Effects of interactivity and presentation on review-based explanations for recommendations

DC Hernandez-Bocanegra, J Ziegler - IFIP Conference on Human …, 2021 - Springer
User reviews have become an important source for recommending and explaining products
or services. Particularly, providing explanations based on user reviews may improve users' …