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 3746393
  • - Research Article

[Retracted] Building Interior Layout Design Based on Building Information Model and Deep Learning Technology: Taking the Interior Renewal Design of the Fifth Floor of the Procuratorate of Dong Xi Hu District as an Example

Haowei Pan | Gewei Zheng | ... | Zhenkai Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 4902485
  • - Research Article

[Retracted] Tripartite Evolutionary Game of Agricultural Service Scale Management and Small Farmers’ Interests under Government Preferential Policies

Kaomin Gou | Luyun Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 8476412
  • - Research Article

[Retracted] Big Data-Driven Vocational Undergraduate Talent Training and Social Needs Adaptability Analysis and Collaborative Path Mining

Qianqian Lu | Lin Zhang | Chunlei Lin
  • Special Issue
  • - Volume 2022
  • - Article ID 1649455
  • - Research Article

[Retracted] Performance Art Video Action Management Oriented to 6G Wireless Transmission Technology

Yong Wang | Nam-gyu Cho
  • Special Issue
  • - Volume 2022
  • - Article ID 7001392
  • - Research Article

[Retracted] Investigation on Deep Learning Model of College English Based on Multimodal Learning Method

Xiuying Han
  • Special Issue
  • - Volume 2022
  • - Article ID 1042737
  • - Research Article

[Retracted] Grape Leaf Disease Classification Combined with U-Net++ Network and Threshold Segmentation

Guowei Wang | Jiawei Wang | ... | Yadong Sun
  • Special Issue
  • - Volume 2022
  • - Article ID 8382873
  • - Research Article

[Retracted] Research on Compound Braking Control Strategy of Extended-Range Electric Vehicle Based on Driving Intention Recognition

Wanmin Li | Gengyun Zhao | ... | Yaping Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 2395633
  • - Research Article

Integrated Evaluation of Financial Risk in Coal Industry Restructuring: A Model of Linear Regression and PCA

Xianping Yuan | Ziqiu Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4897908
  • - Research Article

The Utilization Ratio and Interoperability of Corporate-Level XBRL Classification Standard Elements in China

Xin Song | Zijie Ding | ... | Qiongyao Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 2119070
  • - Research Article

A Hybrid Catheter Localisation Framework in Echocardiography Based on Electromagnetic Tracking and Deep Learning Segmentation

Fei Jia | Shu Wang | V. T. Pham

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