A survey of emotion recognition methods with emphasis on E-Learning environments

M Imani, GA Montazer - Journal of Network and Computer Applications, 2019 - Elsevier
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …

The influence of preprocessing on text classification using a bag-of-words representation

Y HaCohen-Kerner, D Miller, Y Yigal - PloS one, 2020 - journals.plos.org
Text classification (TC) is the task of automatically assigning documents to a fixed number of
categories. TC is an important component in many text applications. Many of these …

Transportation sentiment analysis using word embedding and ontology-based topic modeling

F Ali, D Kwak, P Khan, S El-Sappagh, A Ali… - Knowledge-Based …, 2019 - Elsevier
Social networks play a key role in providing a new approach to collecting information
regarding mobility and transportation services. To study this information, sentiment analysis …

Fuzzy ontology and LSTM-based text mining: a transportation network monitoring system for assisting travel

F Ali, S El-Sappagh, D Kwak - Sensors, 2019 - mdpi.com
Intelligent Transportation Systems (ITSs) utilize a sensor network-based system to gather
and interpret traffic information. In addition, mobility users utilize mobile applications to …

A business context aware decision-making approach for selecting the most appropriate sentiment analysis technique in e-marketing situations

I Bueno, RA Carrasco, R Ureña, E Herrera-Viedma - Information Sciences, 2022 - Elsevier
In the era of social media, consumers interact and exchange information, subjective
opinions, feelings or thoughts about a given issue, a product or a service, via Web 2.0 …

Using social media & sentiment analysis to make investment decisions

B Hasselgren, C Chrysoulas, N Pitropakis… - Future Internet, 2022 - mdpi.com
Making investment decisions by utilizing sentiment data from social media (SM) is starting to
become a more tangible concept. There has been a broad investigation into this field of …

A personalized brain-based quiz game for improving students' cognitive functions

A Krouska, C Troussas, C Sgouropoulou - Brain Function Assessment in …, 2020 - Springer
Brain-based learning is the understanding of the human brain functions and its application
in educational environments for meaningful learning. Brain-Based Learning adapts the …

Word clustering based on POS feature for efficient twitter sentiment analysis

Y Wang, KT Kim, BJ Lee, HY Youn - Human-centric Computing and …, 2018 - Springer
With rapid growth of social networking service on Internet, huge amount of information are
continuously generated in real time. As a result, sentiment analysis of online reviews and …

A method to detect influencers in social networks based on the combination of amplification factors and content creation

T Huynh, HD Nguyen, I Zelinka, XH Pham, VT Pham… - Plos one, 2022 - journals.plos.org
A social network is one of the efficient tools for information propagation. The content is the
bridge between the product and its customers. Evaluating the user's content creation is a …

National happiness index monitoring using Twitter for bilanguages

D Wang, A Al-Rubaie, B Hirsch, GC Pole - Social Network Analysis and …, 2021 - Springer
Nowadays, social media have become one of the most important methods of communication
that provide a real-time and rich source of information, including sentiments. Understanding …