Silvia García-Méndez

Creating emoji lexica from unsupervised sentiment analysis of their descriptions

Milagros Fernández‐Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez et al. · Expert Systems with Applications · 2018 · 91 citations · Full text

Emojis, Natural Language Processing, Emoji Lexica +14

Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities

Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González‐Castaño et al. · IEEE Access · 2021 · 81 citations · Full text

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González‐Castaño et al. · Journal of Ambient Intelligence and Humanized Computing · 2022 · 48 citations · Full text

Chatbot, Engineering, Machine Learning Algorithms +28

Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus

Silvia García-Méndez, Milagros Fernández‐Gavilanes, Jonathan Juncal-Martínez et al. · IEEE Access · 2020 · 31 citations · Full text

Engineering, Short Texts, Financial Data +23

Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning

Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila et al. · Expert Systems with Applications · 2022 · 27 citations · Full text