Gabriele Sottocornola

According to our database, Gabriele Sottocornola authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Systematic Study on Reproducibility of Reinforcement Learning in Recommendation Systems.

Emanuele Cavenaghi, Gabriele Sottocornola, Fabio Stella, Markus Zanker

Trans. Recomm. Syst., September, 2023

Leveraging Causal Inference to Measure the Impact of a Mental Health App on Users' Well-being.

Aleix Ruiz de Villa, Gabriele Sottocornola, Ludovik Coba, Giovanni Maffei, Federico Lucchesi, João Guerreiro, Bartlomiej Skorulski

Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

2022

Picture-based and conversational decision support to diagnose post-harvest apple diseases.

Gabriele Sottocornola, Sanja Baric, Maximilian Nocker, Fabio Stella, Markus Zanker

Expert Syst. Appl., 2022

An Online Experiment of a Price-Based Re-Rank Algorithm.

Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker

Proceedings of the Workshop on Recommenders in Tourism (RecTour 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

An Analysis of User Click Behaviour in Online Hotel Search.

Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

2021

Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm.

Emanuele Cavenaghi, Gabriele Sottocornola, Fabio Stella, Markus Zanker

Entropy, 2021

Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases.

Gabriele Sottocornola, Fabio Stella, Markus Zanker

CoRR, 2021

Counterfactual Contextual Multi-Armed Bandit to Diagnose Post-Harvest Diseases of Apple.

Gabriele Sottocornola, Fabio Stella, Markus Zanker

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Case Study on the Development of a Recommender for Apple Disease Diagnosis with a Knowledge-based Bayesian Network (Long paper).

Gabriele Sottocornola, Sanja Baric, Fabio Stella, Markus Zanker

Proceedings of the Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

2020

Privacy-Preserving Recommender Systems Challenge on Twitter's Home Timeline.

Luca Belli, Sofia Ira Ktena, Alykhan Tejani, Alexandre Lung-Yut-Fong, Frank Portman, Xiao Zhu, Yuanpu Xie, Akshay Gupta, Michael M. Bronstein, Amra Delic, Gabriele Sottocornola, Vito Walter Anelli, Nazareno Andrade, Jessie Smith, Wenzhe Shi

CoRR, 2020

RecSys 2020 Challenge Workshop: Engagement Prediction on Twitter's Home Timeline.

Vito Walter Anelli, Amra Delic, Gabriele Sottocornola, Jessie Smith, Nazareno Andrade, Luca Belli, Michael M. Bronstein, Akshay Gupta, Sofia Ira Ktena, Alexandre Lung-Yut-Fong, Frank Portman, Alykhan Tejani, Yuanpu Xie, Xiao Zhu, Wenzhe Shi

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Contextual multi-armed bandit strategies for diagnosing post-harvest diseases of apple.

Gabriele Sottocornola, Maximilian Nocker, Fabio Stella, Markus Zanker

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2019

Knowledge Models for Diagnosing Postharvest Diseases of Apples.

Armin Niederkofler, Sanja Baric, Giancarlo Guizzardi, Gabriele Sottocornola, Markus Zanker

Proceedings of the Joint Ontology Workshops 2019 Episode V: The Styrian Autumn of Ontology, 2019

2018

Session-based News Recommendations.

Gabriele Sottocornola, Panagiotis Symeonidis, Markus Zanker

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Picture-based navigation for diagnosing post-harvest diseases of apple.

Maximilian Nocker, Gabriele Sottocornola, Markus Zanker, Sanja Baric, Greice Amaral Carneiro, Fabio Stella

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2017

Towards a deep learning model for hybrid recommendation.

Gabriele Sottocornola, Fabio Stella, Markus Zanker, Francesco Canonaco

Proceedings of the International Conference on Web Intelligence, 2017