Multistakeholder recommendation: Survey and research directions

H Abdollahpouri, G Adomavicius, R Burke, I Guy… - User Modeling and User …, 2020 - Springer
Recommender systems provide personalized information access to users of Internet
services from social networks to e-commerce to media and entertainment. As is appropriate …

Engagement in HCI: conception, theory and measurement

K Doherty, G Doherty - ACM computing surveys (CSUR), 2018 - dl.acm.org
Engaging users is a priority for designers of products and services of every kind. The need to
understand users' experiences has motivated a focus on user engagement across computer …

Collaborative filtering recommender systems

MD Ekstrand, JT Riedl, JA Konstan - Foundations and Trends® …, 2011 - nowpublishers.com
Recommender systems are an important part of the information and e-commerce ecosystem.
They represent a powerful method for enabling users to filter through large information and …

Recommending twitter users to follow using content and collaborative filtering approaches

J Hannon, M Bennett, B Smyth - … of the fourth ACM conference on …, 2010 - dl.acm.org
Recently the world of the web has become more social and more real-time. Facebook and
Twitter are perhaps the exemplars of a new generation of social, real-time web services and …

The allure of luxury brands' social media activities: a uses and gratifications perspective

N Athwal, D Istanbulluoglu… - Information Technology & …, 2019 - emerald.com
Purpose The purpose of this paper is to explore the social media marketing activities of
luxury brands, guided by uses and gratifications theory (UGT). It examines the gratifications …

Social media recommendation based on people and tags

I Guy, N Zwerdling, I Ronen, D Carmel… - Proceedings of the 33rd …, 2010 - dl.acm.org
We study personalized item recommendation within an enterprise social media application
suite that includes blogs, bookmarks, communities, wikis, and shared files …

The uses and gratifications of using Facebook music listening applications

AE Krause, AC North, B Heritage - Computers in Human Behavior, 2014 - Elsevier
Despite rapid adoption of social media as a means of music listening, little is known about
users' motivations. This study applies the uses and gratifications approach to users' …

Social recommender systems

I Guy, D Carmel - Proceedings of the 20th international conference …, 2011 - dl.acm.org
The goal of this tutorial is to expose participants to the current research on social
recommender systems (ie, recommender systems for the social web). Participants will …

Evaluating recommender systems with user experiments

BP Knijnenburg, MC Willemsen - Recommender systems handbook, 2015 - Springer
Traditionally, the field of recommender systems has evaluated the fruits of its labor using
metrics of algorithmic accuracy and precision (see Chap. 8 for an overview of recommender …

Reciprocal Recommender Systems: Analysis of state-of-art literature, challenges and opportunities towards social recommendation

I Palomares, C Porcel, L Pizzato, I Guy… - Information …, 2021 - Elsevier
There exist situations of decision-making under information overload in the Internet, where
people have an overwhelming number of available options to choose from, eg products to …