Francesca Maridina Malloci

According to our database, Francesca Maridina Malloci authored at least 24 papers between 2018 and 2026.

Collaborative distances:

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

2026

Real-time speech-to-speech translation with urgency preservation in time-sensitive scenarios.

Simone Pinna, Francesca Maridina Malloci, Mirko Marras, Diego Reforgiato Recupero, Daniele Riboni, Giuseppe Scarpi

Multim. Tools Appl., June, 2026

How to Build Explainable Recommender Systems using Path Reasoning on Knowledge Graphs: A Tutorial with hopwise.

Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Giacomo Medda, Alessandro Soccol

Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization, 2026

Evaluating Generalizability of Convolutional Deep Learning Models for Plant Disease Classification.

Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Marco Tocco

Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, 2026

2025

Can Path-Based Explainable Recommendation Methods based on Knowledge Graphs Generalize for Personalized Education?

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis

Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, 2025

International Workshop on Algorithmic Bias in Search and Recommendation (BIAS 2025).

Alejandro Bellogín, Ludovico Boratto, Styliani Kleanthous, Elisabeth Lex, Francesca Maridina Malloci, Mirko Marras

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Second International Workshop on Recommender Systems for Sustainability and Social Good (RecSoGood 2025).

Ludovico Boratto, Allegra De Filippo, Elisabeth Lex, Francesca Maridina Malloci, Noemi Mauro, Francesco Ricci

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

Facilitating Information Extraction in Education by Translating Questions from Students, Instructors, and Managers Into Knowledge Graph Queries Through Large Language Models.

Ludovico Boratto, Gianni Fenu, Theo Floris, Francesca Maridina Malloci, Andrea Giovanni Martis, Marco Sau, Marco Tocco

Proceedings of the Artificial Intelligence with and for Learning Sciences. Past, Present, and Future Horizons, 2025

Translate, Now! Near Real-Time Speech-to-Speech Translation with Urgency Preservation.

Simone Pinna, Francesca Maridina Malloci, Mirko Marras, Diego Reforgiato Recupero, Daniele Riboni, Giuseppe Scarpi

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Fair4AIED 2025: First International Workshop on Fairness in Algorithmic Decision-Making for Education.

Clara Belitz, Nigel Bosch, Lan Jiang, Ioana Jivet, Badmavasan Kirouchenassamy, Haejin Lee, Barbara Leporini, Francesca Maridina Malloci, Mirko Marras, Daniela Rotelli, Frank Stinar

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, 2025

2024

Report on the 5th International Workshop on Algorithmic Bias in Search and Recommendation (BIAS 2024) at SIGIR 2024.

Alejandro Bellogín, Ludovico Boratto, Styliani Kleanthous, Elisabeth Lex, Francesca Maridina Malloci, Mirko Marras

SIGIR Forum, December, 2024

1st International Workshop on User-Centered Practices of Knowledge Discovery in Educational Data.

Francesca Maridina Malloci, Paola Mejia-Domenzain, Agathe Merceron, Anna Monreale, Daniela Rotelli

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Learner-centered Ontology for Explainable Educational Recommendation.

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

International Workshop on Algorithmic Bias in Search and Recommendation (BIAS).

Alejandro Bellogín, Ludovico Boratto, Styliani Kleanthous, Elisabeth Lex, Francesca Maridina Malloci, Mirko Marras

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Explainable Recommender Systems with Knowledge Graphs and Language Models.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras

Proceedings of the Advances in Information Retrieval, 2024

EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration.

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Plant Disease Detection Using Deep Learning: A Proof of Concept on Pear Leaf Disease Detection.

Gianni Fenu, Francesca Maridina Malloci, Marcello Onorato, Marco Secondo Gerardi, Angela Scano

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2021

DiaMOS Plant Dataset: A Dataset for Diagnosis and Monitoring Plant Disease.

Gianni Fenu, Francesca Maridina Malloci

Dataset, October, 2021

Lands DSS: A Decision Support System for Forecasting Crop Disease in Southern Sardinia.

Gianni Fenu, Francesca Maridina Malloci

Int. J. Decis. Support Syst. Technol., 2021

Using Multioutput Learning to Diagnose Plant Disease and Stress Severity.

Gianni Fenu, Francesca Maridina Malloci

Complex., 2021

Forecasting Plant and Crop Disease: An Explorative Study on Current Algorithms.

Gianni Fenu, Francesca Maridina Malloci

Big Data Cogn. Comput., 2021

2020

A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects.

Francesca Maridina Malloci, Laura Portell Penadés, Ludovico Boratto, Gianni Fenu

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Artificial Intelligence Technique in Crop Disease Forecasting: A Case Study on Potato Late Blight Prediction.

Gianni Fenu, Francesca Maridina Malloci

Proceedings of the Intelligent Decision Technologies, 2020

2019

An Application of Machine Learning Technique in Forecasting Crop Disease.

Gianni Fenu, Francesca Maridina Malloci

Proceedings of the 3rd International Conference on Big Data Research, 2019

2018

Leveraging Cognitive Computing for Gender and Emotion Detection.

Andrea Corriga, Simone Cusimano, Francesca Maridina Malloci, Lodovica Marchesi, Diego Reforgiato Recupero

Proceedings of 4th Workshop on Sentic Computing, 2018