[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 …
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 …
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
This study examines how the interaction between emoji (emotional vs semantic) and social
media content (aesthetic experience vs promotion) influences consumer engagement in …
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 …
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 …
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
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 …
sentiment analysis techniques, especially applied to tweets. State-of-the-art results have …
[图书][B] Feature engineering for machine learning and data analytics
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 …
mining algorithms cannot work without data. Little can be achieved if there are few features …
“Blissfully happy” or “ready tofight”: Varying interpretations of emoji
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 …
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
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 …
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
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 …
communications. However, little is known about how consumers might react to the use of …