Search Results - "Sansonetti, Giuseppe"

Community detection in social recommender systems: a survey by Gasparetti, Fabio, Sansonetti, Giuseppe, Micarelli, Alessandro

“…Information extracted from social network services promise to improve the accuracy of recommender systems in various domains. Against this background,…”
Get full text

Unreliable Users Detection in Social Media: Deep Learning Techniques for Automatic Detection by Sansonetti, Giuseppe, Gasparetti, Fabio, D'aniello, Giuseppe, Micarelli, Alessandro

“…Since the harmful consequences of the online publication of fake news have emerged clearly, many research groups worldwide have started to work on the design…”
Get full text

An Empirical Review of Automated Machine Learning by Vaccaro, Lorenzo, Sansonetti, Giuseppe, Micarelli, Alessandro

“…In recent years, Automated Machine Learning (AutoML) has become increasingly important in Computer Science due to the valuable potential it offers. This is…”
Get full text

Using Deep Learning for Collecting Data about Museum Visitor Behavior by Ferrato, Alessio, Limongelli, Carla, Mezzini, Mauro, Sansonetti, Giuseppe

“…Nowadays, technology makes it possible to admire objects and artworks exhibited all over the world remotely. We have been able to appreciate this convenience…”
Get full text

Special Issue on Human and Artificial Intelligence by Sansonetti, Giuseppe, D’Aniello, Giuseppe, Micarelli, Alessandro

“…Although tremendous advances have been made in recent years, many real-world problems still cannot be solved by machines alone [...]…”
Get full text

Point of interest recommendation based on social and linked open data by Sansonetti, Giuseppe

“…Location-based services (LBSs) are part of our daily lives due to the huge spread of mobile devices. Such services enable us to access relevant and up-to-date…”
Get full text

Exploiting semantics for context-aware itinerary recommendation by Fogli, Alessandro, Sansonetti, Giuseppe

“…Itinerary planning is a challenging task for users wishing to enjoy points of interest (POIs) in line with their preferences, the current context of use, and…”
Get full text

Enhancing cultural recommendations through social and linked open data by Sansonetti, Giuseppe, Gasparetti, Fabio, Micarelli, Alessandro, Cena, Federica, Gena, Cristina

“…In this article, we describe a hybrid recommender system (RS) in the artistic and cultural heritage area, which takes into account the activities on social…”
Get full text

Machine learning aided nanoindentation: A review of the current state and future perspectives by Puchi-Cabrera, Eli Saùl, Rossi, Edoardo, Sansonetti, Giuseppe, Sebastiani, Marco, Bemporad, Edoardo

“…[Display omitted] •The use of Machine Learning (ML) tools for supporting nanoindentation is reviewed.•Applications of ML for understanding load-depth data are…”
Get full text

Temporal people-to-people recommendation on social networks with sentiment-based matrix factorization by Feltoni Gurini, Davide, Gasparetti, Fabio, Micarelli, Alessandro, Sansonetti, Giuseppe

“…Nowadays, the exponential advancement of social networks is creating new application areas for recommender systems (RSs). People-to-people RSs aim to exploit…”
Get full text

Laparoscopic Approach to Inguinal Disruption in Athletes: a Retrospective 13-Year Analysis of 198 Patients in a Single-Surgeon Setting by Piozzi, Guglielmo Niccolò, Cirelli, Riccardo, Salati, Ilaria, Maino, Marco Enrico Mario, Leopaldi, Ennio, Lenna, Giovanni, Combi, Franco, Sansonetti, Giuseppe Massimiliano

“…Background Inguinal disruption (ID) is a condition of chronic groin pain affecting mainly athletes. ID cannot be defined as a true hernia. Pathogenesis is…”
Get full text

Tag-Aware Document Representation for Research Paper Recommendation by Mohamed, Hebatallah A, Sansonetti, Giuseppe, Micarelli, Alessandro

“…Finding online research papers relevant to one's interests is very challenging due to the increasing number of publications. Therefore, personalized research…”
Get full text

A BERT-Based Approach to Intent Recognition by Roma, Federico, Sansonetti, Giuseppe, D'Aniello, Giuseppe, Micarelli, Alessandro

“…Conversational agents are increasingly present in the context of Industry 4.0, in particular for customer care applications. To be really useful, these agents…”
Get full text

Lightweight partially absorbable monofilament mesh (polypropylene/poliglecaprone 25) for TAPP inguinal hernia repair: initial experience by Agresta, Ferdinando, Baldazzi, Gian Andrea, Ciardo, Luigi Francesco, Trentin, Giuseppe, Giuseppe, Sansonetti, Ferrante, Furio, Bedin, Natalino

“…An ideal mesh should produce slight foreign-body reactions and be compatible with the human organisms. Studies focusing on these aspects indicate that the use…”
Get full text

Exploiting Web Browsing Activities for User Needs Identification by Gasparetti, Fabio, Micarelli, Alessandro, Sansonetti, Giuseppe

“…Browsing sessions are rich in elements useful to build profiles of user interests, but at the same time HTML pages include noise data, such as ads and…”
Get full text

Dynamic Social Recommendation by Sansonetti, Giuseppe, Gurini, Davide Feltoni, Gasparetti, Fabio, Micarelli, Alessandro

“…This paper describes a preliminary investigation of a user modeling approach, named bag-of-signals, able to take into account how user's interests evolve over…”
Get full text

Enhancing Query Expansion through Folksonomies and Semantic Classes by Biancalana, C., Gasparetti, F., Micarelli, A., Sansonetti, G.

“…Adaptive query expansion (QE) allows users to better define their search domain by supplementing the original query with additional terms related to their…”
Get full text