[HTML][HTML] A systematic review of emoji: Current research and future perspectives

Q Bai, Q Dan, Z Mu, M Yang - Frontiers in psychology, 2019 - frontiersin.org
A growing body of research explores emoji, which are visual symbols in computer mediated
communication (CMC). In the 20 years since the first set of emoji was released, research on …

A systematic review of natural language processing and text mining of symptoms from electronic patient-authored text data

C Dreisbach, TA Koleck, PE Bourne… - International journal of …, 2019 - Elsevier
Objective In this systematic review, we aim to synthesize the literature on the use of natural
language processing (NLP) and text mining as they apply to symptom extraction and …

The interaction effect of emoji and social media content on consumer engagement: A mixed approach on peer-to-peer accommodation brands

X Wang, M Cheng, S Li, R Jiang - Tourism Management, 2023 - Elsevier
This study examines how the interaction between emoji (emotional vs semantic) and social
media content (aesthetic experience vs promotion) influences consumer engagement in …

The 'lonely raver': music livestreams during COVID-19 as a hotline to collective consciousness?

F Vandenberg, M Berghman, J Schaap - European societies, 2021 - Taylor & Francis
This paper offers an explorative analysis of the online social practices of livestreamed
concerts as one of the most popular cultural outlets during the COVID-19 imposed …

Emojis influence emotional communication, social attributions, and information processing

I Boutet, M LeBlanc, JA Chamberland… - Computers in Human …, 2021 - Elsevier
Many emojis symbolize nonverbal cues that are used during face-to-face communication.
Despite their popularity, few studies have examined how emojis influence digital …

[HTML][HTML] An effective BERT-based pipeline for Twitter sentiment analysis: A case study in Italian

M Pota, M Ventura, R Catelli, M Esposito - Sensors, 2020 - mdpi.com
Over the last decade industrial and academic communities have increased their focus on
sentiment analysis techniques, especially applied to tweets. State-of-the-art results have …

[图书][B] Feature engineering for machine learning and data analytics

G Dong, H Liu - 2018 - books.google.com
Feature engineering plays a vital role in big data analytics. Machine learning and data
mining algorithms cannot work without data. Little can be achieved if there are few features …

“Blissfully happy” or “ready tofight”: Varying interpretations of emoji

H Miller, J Thebault-Spieker, S Chang… - Proceedings of the …, 2016 - ojs.aaai.org
Emoji are commonly used in modern text communication. However, as graphics with
nuanced details, emoji may be open to interpretation. Emoji also render differently on …

[HTML][HTML] Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media

H Zogan, I Razzak, X Wang, S Jameel, G Xu - World Wide Web, 2022 - Springer
The ability to explain why the model produced results in such a way is an important problem,
especially in the medical domain. Model explainability is important for building trust by …

To emoji or not to emoji? Examining the influence of emoji on consumer reactions to advertising

G Das, HJD Wiener, I Kareklas - Journal of Business Research, 2019 - Elsevier
In recent years, advertisers have increasingly been using emoji in their promotional
communications. However, little is known about how consumers might react to the use of …