Artificial intelligence methods to support the research of destination image in tourism. A systematic review

A Diaz-Pacheco, MÁ Álvarez-Carmona… - … of Experimental & …, 2022 - Taylor & Francis
Destination Image can be considered as both, a theoretical and practical tool, to better
understand how a destination is perceived in the minds of potential visitors. Given the im …

Current approaches for executing big data science projects—a systematic literature review

JS Saltz, I Krasteva - PeerJ Computer Science, 2022 - peerj.com
There is an increasing number of big data science projects aiming to create value for
organizations by improving decision making, streamlining costs or enhancing business …

Artificial intelligence-based medical data mining

A Zia, M Aziz, I Popa, SA Khan, AF Hamedani… - Journal of Personalized …, 2022 - mdpi.com
Understanding published unstructured textual data using traditional text mining approaches
and tools is becoming a challenging issue due to the rapid increase in electronic open …

A comparison of machine learning approaches for predicting employee attrition

F Guerranti, GM Dimitri - Applied Sciences, 2022 - mdpi.com
Employee attrition is a major problem that causes many companies to incur in significant
costs to find and hire new personnel. The use of machine learning and artificial intelligence …

Applications of data science and artificial intelligence

CJ Costa, M Aparicio - Applied Sciences, 2023 - mdpi.com
A series of waves have marked the history of artificial intelligence (AI). The journey began in
the 1950s when the field of AI was born with the ambitious goal of creating machines that …

A Methodology to Boost Data Science in the Context of COVID-19

CJ Costa, JT Aparicio - Advances in Parallel & Distributed Processing …, 2021 - Springer
As the importance of data science is increasing, the number of projects involving data
science and machine learning is rising either in quantity or in complexity. It is essential to …

Emotion analysis of Portuguese political parties communication over the COVID-19 pandemic

JT Aparicio, JS de Sequeira… - 2021 16th Iberian …, 2021 - ieeexplore.ieee.org
In this paper, we explore the use of emotions in the Portuguese political parties'(with a seat
in the Portuguese Parliament) communication as expressed by their official Twitter accounts …

Predicting Bitcoin prices: The effect of interest rate, search on the internet, and energy prices

JT Aparicio, M Romao, CJ Costa - 2022 17th Iberian …, 2022 - ieeexplore.ieee.org
The current study's goal is to explain the price of bitcoins. We examined the effect of Web
search statistics, energy prices, and alternative investment (or cost of opportunity) on bitcoin …

Design Science in Information Systems and Computing

JT Aparicio, M Aparicio, CJ Costa - Proceedings of International …, 2023 - Springer
Abstract Design science is a term commonly used to refer to the field of study that focuses on
the research of artifacts, constructs, and other artificial concepts. Furthermore, the purpose of …

Sentiment analysis of portuguese political parties communication

C Costa, M Aparicio, J Aparicio - Proceedings of the 39th ACM …, 2021 - dl.acm.org
Political communication in social media has gained increasing importance in the last years.
In this study, we analyze the political parties' communication on Twitter and understand the …