334 citations · 383 across the 8 of their papers we have counts for
13 papers
A Data-driven Neural Network Architecture for Sentiment Analysis
Erion Çano, Maurizio Morisio
The fabulous results of convolution neural networks in image-related tasks, attracted attention of text mining, sentiment analysis and other text analysis researchers. It is howeve…
Mood-based On-Car Music Recommendations
Erion Çano, Riccardo Coppola, Eleonora Gargiulo +2
Driving and music listening are two inseparable everyday activities for millions of people today in the world. Considering the high correlation between music, mood and driving comf…
Quality of Word Embeddings on Sentiment Analysis Tasks
Erion Çano, Maurizio Morisio
Word embeddings or distributed representations of words are being used in various applications like machine translation, sentiment analysis, topic identification etc. Quality of wo…
Predict your Click-out: Modeling User-Item Interactions and Session Actions in an Ensemble Learning Fashion
Andrea Fiandro, Giorgio Crepaldi, Diego Monti +2
This paper describes the solution of the POLINKS team to the RecSys Challenge 2019 that focuses on the task of predicting the last click-out in a session-based interaction. We prop…
All You Need is Ratings: A Clustering Approach to Synthetic Rating Datasets Generation
Diego Monti, Giuseppe Rizzo, Maurizio Morisio
The public availability of collections containing user preferences is of vital importance for performing offline evaluations in the field of recommender systems. However, the numbe…
Word Embeddings for Sentiment Analysis: A Comprehensive Empirical Survey
Erion Çano, Maurizio Morisio
This work investigates the role of factors like training method, training corpus size and thematic relevance of texts in the performance of word embedding features on sentiment ana…