Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning

Starting with the differences between forecasting and prediction and going deeper into prediction, a knowledge-based model is presented. The evolution of the stocks markets are analyzed, as well as how the epidemics and pandemics prior to the stock markets have affected them and how it is currently...

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Detalles Bibliográficos
Autores principales: Lorenzo, Antonio, Oliva, José A
Formato: Articulo
Lenguaje:Inglés
Publicado: 2020
Materias:
Ciencias Informáticas
Forecast
Prediction
Covid-19
Stock markets
Case-Based Reasonig (CBR)
Analogy learning
Pronóstico
Predicción
Mercados bursátiles
Razonamiento Basado en Casos (CBR)
Aprendizaje por analogía
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/108008
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-108008
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Forecast
Prediction
Covid-19
Stock markets
Case-Based Reasonig (CBR)
Analogy learning
Pronóstico
Predicción
Mercados bursátiles
Razonamiento Basado en Casos (CBR)
Aprendizaje por analogía
spellingShingle Ciencias Informáticas
Forecast
Prediction
Covid-19
Stock markets
Case-Based Reasonig (CBR)
Analogy learning
Pronóstico
Predicción
Mercados bursátiles
Razonamiento Basado en Casos (CBR)
Aprendizaje por analogía
Lorenzo, Antonio
Oliva, José A
Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
topic_facet Ciencias Informáticas
Forecast
Prediction
Covid-19
Stock markets
Case-Based Reasonig (CBR)
Analogy learning
Pronóstico
Predicción
Mercados bursátiles
Razonamiento Basado en Casos (CBR)
Aprendizaje por analogía
description Starting with the differences between forecasting and prediction and going deeper into prediction, a knowledge-based model is presented. The evolution of the stocks markets are analyzed, as well as how the epidemics and pandemics prior to the stock markets have affected them and how it is currently being affected by covid-19. The defined model is applied to a use case using Case-Based Reasoning (CBR): it makes an analogy between the 2008 crisis with the covid-19 crisis in 2020 to predict whether the stock markets will take more or less time to recover.
format Articulo
Articulo
author Lorenzo, Antonio
Oliva, José A
author_facet Lorenzo, Antonio
Oliva, José A
author_sort Lorenzo, Antonio
title Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
title_short Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
title_full Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
title_fullStr Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
title_full_unstemmed Intelligent Data Analysis of the Influence of COVID-19 on the Stock Market using Case Based Reasoning
title_sort intelligent data analysis of the influence of covid-19 on the stock market using case based reasoning
publishDate 2020
url http://sedici.unlp.edu.ar/handle/10915/108008
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