Computational Intelligence and Neuroscience

Emotional Artificial Intelligence Driven by Mobile Edge Computing and 5G Technology


Publishing date
01 Feb 2023
Status
Published
Submission deadline
30 Sep 2022

1University of Warsaw, Warsaw, Poland

2International University-Vietnam National University Hochiminh City, Hochiminh, Vietnam

3Foshan University, Foshan, China


Emotional Artificial Intelligence Driven by Mobile Edge Computing and 5G Technology

Description

Emotion, which originally belongs to the unique and complex internal attribute of human individuals, is becoming a form of productivity reconstructed by technology simulations and business. Now it comes to us in the way of human-computer interaction. Currently, with the development of information technology, the Internet of things (IoT), based on the Internet and sensor devices, combined with mobile edge computing and 5G technology, constitutes a ubiquitous network. The rise of wearable devices also enables all network devices to act as the carrier of emotional interaction. With the help of these new technologies, emotional artificial intelligence (AI) has broad application prospects in the fields of intelligent transportation, medical care, media entertainment, enterprise management, and so on. For example, in the field of enterprise management, the emotional artificial intelligence adopted by enterprises can produce empathy and understanding for each customer when they need it. It enables enterprises to recommend the right products and services to the right customers at the right time, so as to improve customer participation. At the present time, the work of experts in the field of emotional artificial intelligence mainly focuses on basic emotion analysis and artificial emotion simulation. Emotion recognition is mainly achieved through the study of various modal data such as human facial expression, voice intonation, text content, and body physiological signals, so as to recognize various human emotions and emotional states. Taking facial expression recognition as an example, expression recognition technology can use the facial information of the human face, such as the changes of fine lines at the corners of eyes, eyebrows and corners of the mouth, to judge the expression.

Emotion recognition is only the most basic step of emotion computing. When AI begins to try to give feedback with emotional expression and emotional decision-making, man-machine emotional interaction can establish a complete closed loop. Emotion itself is highly complex and abstract. Neuroscience knows little about the neural mechanism or neural circuit of emotion, and there is also a lack of effective technical methods to objectively and quantitatively study the emotion model from the system level. In addition, from the perspective of the development process of artificial intelligence, the research of emotional intelligence has only recently attracted the attention of academia and industry, while the research of emotional artificial intelligence started late.

This Special Issue aims to study the latest developments, new architecture, and new algorithms of emotional artificial intelligence driven by mobile edge computing and 5G technology. This Special Issue will provide opportunities for researchers in the field of computational intelligence and computational neuroscience, including facial expression recognition, human-computer speech emotion interaction, text-based emotion recognition, multi-modal emotion recognition, and so on. We welcome original research and review articles.

Potential topics include but are not limited to the following:

  • Architecture design of wearable Internet of things
  • Facial micro-expression recognition based on deep learning
  • Machine synthesis algorithm of humanoid speech based on transfer learning and reinforcement learning
  • Robot cognition-emotion interaction model
  • Emotional interaction between users and artificial intelligence
  • Emotional semantic analysis based on natural language processing
  • Emotion recognition and intention prediction based on text
  • Machine learning model of emotional artificial intelligence
  • Privacy protection algorithm in emotional AI Internet of things
  • Multi-modal emotion data collection and processing based on intelligent terminal equipment
  • Multi-modal emotion feature classification based on support vector machines
  • Personalized emotion model in the Internet of things

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 2938011
  • - Research Article

Application of Machine Learning in Ethical Design of Autonomous Driving Crash Algorithms

Yineng Xiao
  • Special Issue
  • - Volume 2022
  • - Article ID 6488562
  • - Research Article

Analysis of the Influence of Outward Bound Training Based on Data Analysis in College Physical Training

Diliang Wang | Guoyang Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 3829623
  • - Research Article

Efficacy and Risk Factor Analysis of DBT Therapy for PTSD-Related Symptoms in Mainland Chinese College Students Based on Data Mining

Chenyang Xiao
  • Special Issue
  • - Volume 2022
  • - Article ID 3338030
  • - Research Article

[Retracted] The Operation Mode of Agricultural Supply Chain Finance Using Blockchain

Ying Wang | Jing You
  • Special Issue
  • - Volume 2022
  • - Article ID 1217846
  • - Research Article

Digital Media Teaching and Effectiveness Evaluation Integrating Big Data and Artificial Intelligence

RuiYao Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 7907210
  • - Research Article

Prediction and Analysis of Financial Default Loan Behavior Based on Machine Learning Model

Herui Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 6041872
  • - Research Article

Oral CT Image Processing Based on Oral CT Image Filtering Algorithm

Jiyong Yang | Cheng Wang | ... | Na Li
  • Special Issue
  • - Volume 2022
  • - Article ID 1189613
  • - Research Article

[Retracted] Study on the Application of Traditional Chinese Auspicious Images in Environmental Art Design Based on VR Senses

Zhou He
  • Special Issue
  • - Volume 2022
  • - Article ID 8576522
  • - Research Article

Research on the Innovative Development of Network Literature and Art under the Background of Mobile Digitalization

Bingyan Tang
  • Special Issue
  • - Volume 2022
  • - Article ID 1467195
  • - Research Article

[Retracted] Using Decision Tree Classification and AdaBoost Classification to Build the Abnormal Data Monitoring System of Financial Accounting in Colleges and Universities

Yan Jiang

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