Gómez Martínez, Raúl; Prado Román, Camilo; De la Orden de la Cruz, María del Carmen(Editorial Universitat Politècnica de València, 2018-09-07)
[EN] In this paper we analyze five big data algorithmic trading systems based on artificial intelligence models that uses as predictors stats from Google Trends of dozens of financial terms. The systems were trained using ...
[EN] In this paper the relationship between the Industrial Production Index (IPI),
the confidence index for the manufacturing sector and Google searches for
several words linked to the economic situation is explored. In ...
[EN] The forecasting field has been using the surge in big data and advanced computational capabilities. This article discusses the methodological issues of Google Trends (GT) data reliability and forecasting validity for ...
Benito Sarriá, Pablo(Universitat Politècnica de València, 2020-04-14)
[ES] El índice de confianza del consumidor es un índice que calcula mensualmente el Centro de Investigaciones Sociológicas y que tiene como objetivo ser una herramienta útil para interpretar y predecir la evolución del ...
[EN] This research explores the potential of Google Trends (GT) data as a tool for generating a daily index of food insecurity at the national level, focusing on regions monitored by the Famine Early Warning Systems Network ...
Artola, Concha; Pérez, Javier J.(Editorial Universitat Politècnica de València, 2018-09-07)
[EN] In this paper we focus in the period of political turmoil starting in September
2017 in Catalonia. Our research question is the following: can the Catalan
crisis be tracked by the searches done by the public on ...
Miracula, Vincenzo; Celardi, Elvira(Editorial Universitat Politècnica de València, 2023-09-22)
[EN] The COVID-19 pandemic has not only changed the social reality we were used
to but also confirmed how data is one of the most valuable resources. We
examine the search volume of Google Trends to understand the ...