126 citations · 262 across the 19 of their papers we have counts for
19 papers
Sentiment Analysis of Economic Text: A Lexicon-Based Approach
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan +2
We propose an Economic Lexicon (EL) specifically designed for textual applications in economics. We construct the dictionary with two important characteristics: 1) to have a wide c…
Triplètoile: Extraction of Knowledge from Microblogging Text
Vanni Zavarella, Sergio Consoli, Diego Reforgiato Recupero +5
Numerous methods and pipelines have recently emerged for the automatic extraction of knowledge graphs from documents such as scientific publications and patents. However, adapting…
Beyond the Headlines: Understanding Sentiments and Morals Impacting Female Employment in Spain
Oscar Araque, Luca Barbaglia, Francesco Berlingieri +5
After decades of improvements in the employment conditions of females in Spain, this process came to a sudden stop with the Great Spanish Recession of 2008. In this contribution, w…
Cultural gems linked open data: Mapping culture and intangible heritage in European cities
Sergio Consoli, Valentina Alberti, Cinzia Cocco +2
The recovery and resilience of the cultural and creative sectors after the COVID-19 pandemic is a current topic with priority for the European Commission. Cultural gems is a crowds…
Forecasting GDP in Europe with Textual Data
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
We evaluate the informational content of news-based sentiment indicators for forecasting Gross Domestic Product (GDP) and other macroeconomic variables of the five major European e…
Forecasting with Economic News
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan
The goal of this paper is to evaluate the informational content of sentiment extracted from news articles about the state of the economy. We propose a fine-grained aspect-based sen…