Personalized context-aware point of interest recommendation

M Aliannejadi, F Crestani - ACM Transactions on Information Systems …, 2018 - dl.acm.org
Personalized recommendation of Points of Interest (POIs) plays a key role in satisfying users
on Location-Based Social Networks (LBSNs). In this article, we propose a probabilistic …

Suggesting points-of-interest via content-based, collaborative, and hybrid fusion methods in mobile devices

A Arampatzis, G Kalamatianos - ACM Transactions on Information …, 2017 - dl.acm.org
Recommending venues or points-of-interest (POIs) is a hot topic in recent years, especially
for tourism applications and mobile users. We propose and evaluate several suggestion …

A collaborative ranking model with multiple location-based similarities for venue suggestion

M Aliannejadi, D Rafailidis, F Crestani - Proceedings of the 2018 ACM …, 2018 - dl.acm.org
Recommending venues plays a critical rule in satisfying users' needs on location-based
social networks. Recent studies have explored the idea of adopting collaborative ranking …

Venue appropriateness prediction for personalized context-aware venue suggestion

M Aliannejadi, F Crestani - Proceedings of the 40th International ACM …, 2017 - dl.acm.org
Personalized context-aware venue suggestion plays a critical role in satisfying the users'
needs on location-based social networks (LBSNs). In this paper, we present a set of novel …

User model enrichment for venue recommendation

M Aliannejadi, I Mele, F Crestani - Asia information retrieval symposium, 2016 - Springer
An important task in recommender systems is suggesting relevant venues in a city to a user.
These suggestions are usually created by exploiting the user's history of preferences, which …

Personalized ranking for context-aware venue suggestion

M Aliannejadi, I Mele, F Crestani - Proceedings of the Symposium on …, 2017 - dl.acm.org
Making personalized and context-aware suggestions of venues to the users is very crucial in
venue recommendation. These suggestions are often based on matching venues' features …

Venue suggestion using social-centric scores

M Aliannejadi, F Crestani - Bias and Social Aspects in Search and …, 2020 - Springer
User modeling is a very important task for making relevant suggestions of venues to the
users. These suggestions are often based on matching the venues' features with the users' …

Modeling user information needs on mobile devices: from recommendation to conversation

M Aliannejadi - ACM SIGIR Forum, 2021 - dl.acm.org
Recent advances in the development of mobile devices equipped with multiple sensors,
together with the availability of millions of applications, have made these devices more …