no code implementations • 21 Jul 2021 • Vladimir Vargas-Calderón, Andreina Moros Ochoa, Gilmer Yovani Castro Nieto, Jorge E. Camargo
Customer reviews can be used to automatically extract the most relevant aspects of the quality of service for hospitality clientele.
no code implementations • 26 Nov 2020 • Vladimir Vargas-Calderón, Jorge E. Camargo
In many countries, real estate appraisal is based on conventional methods that rely on appraisers' abilities to collect data, interpret it and model the price of a real estate property.
no code implementations • 25 Aug 2020 • Vladimir Vargas-Calderón, Juan S. Flórez, Leonel F. Ardila, Nicolas Parra-A., Jorge E. Camargo, Nelson Vargas
Students' perception of classes measured through their opinions on teaching surveys allows to identify deficiencies and problems, both in the environment and in the learning methodologies.
no code implementations • 19 Nov 2019 • Vladimir Vargas-Calderón, Nicolás Parra-A., Jorge E. Camargo, Herbert Vinck-Posada
Our method is able to discover event-specific sets of news, which is the baseline to perform an extensive analysis of how people engage in Twitter threads on the different types of news, with an emphasis on security, violence and crime-related tweets.
no code implementations • 19 Nov 2019 • Vladimir Vargas-Calderón, Jorge E. Camargo
Results show that the accuracy of a classifier that involves text descriptions is slightly higher than a classifier that only uses features of the real estate properties, as text descriptions tends to contain detailed information about the property.
1 code implementation • 8 Nov 2019 • Diego A. Cruz, Sergio S. Lopez, Jorge E. Camargo
Colombia has a diversity of genres in traditional music, which allows to express the richness of the Colombian culture according to the region.
BIG-bench Machine Learning Cultural Vocal Bursts Intensity Prediction
no code implementations • 21 Oct 2019 • Vladimir Vargas-Calderón, Marlon Steibeck Dominguez, N. Parra-A., Herbert Vinck-Posada, Jorge E. Camargo
We propose a method to discover latent topics and visualise large collections of tweets for easy identification and interpretation of topics, and exemplify its use with tweets from a Colombian mass media giant in the period 2014--2019.
1 code implementation • arXiv 2019 • Sergio Acosta, Jorge E. Camargo
Safety perception measurement has been a subject of interest in many cities of the world.