Vol. 1 No. 6 (2024)

View Vol. 1 No. 6 (2024)

All content published in this issue has undergone peer review and strict repetition rate checks have been conducted.

Number of articles in this issue: 5
Number of pages in this issue: 38

If you have any questions about the content of this issue, you can contact each author via email. For questions about the journal itself, you can directly contact SUAS Press.

Published: 2024-12-16

Articles

  • Enhancing User Engagement through Adaptive Interfaces: A Study on Real-time Personalization in Web Applications
    Authors: Zuen Cen, Yuxin Zhao
    Resource Type: Article
    Disciplines: Human-Computer Interaction | Subjects: Real-time Personalization
    Publication ID: v1n6a01
    Abstract: This study explores the potential of real-time personalization to enhance user engagement in web applications through adaptive interfaces. Although traditional static interfaces are reliable, they often fail to meet the dynamic and diverse needs...
    1-7
    DOI Icon Abstract views: 46 | DOI Icon PDF downloads: 27 | DOI Icon references: 50
    https://doi.org/10.70393/6a6574626d.323332 https://n2t.net/ark:/40704/JETBM.v1n6a01
    DOI Icon DOI: 10.70393/6a6574626d.323332
    DOI Icon ARK: ark:/40704/JETBM.v1n6a01
  • Investigating the Impact of AI-Driven Voice Assistants on User Productivity and Satisfaction in Smart Homes
    Authors: Zuen Cen, Yuxin Zhao
    Resource Type: Article
    Disciplines: Business and Management | Subjects: Smart Home Market
    Publication ID: v1n6a02
    Abstract: Artificial Intelligence (AI)-driven voice assistants, such as Amazon's Alexa and Google Assistant, have become essential components in modern smart home ecosystems, revolutionizing the way users interact with their environments. These voice...
    8-14
    DOI Icon Abstract views: 53 | DOI Icon PDF downloads: 27 | DOI Icon references: 44
    https://doi.org/10.70393/6a6574626d.323333 https://n2t.net/ark:/40704/JETBM.v1n6a02
    DOI Icon DOI: 10.70393/6a6574626d.323333
    DOI Icon ARK: ark:/40704/JETBM.v1n6a02
  • A Comprehensive Review of Reinforcement Learning in Intelligent Allocation and Optimization of Educational Resources
    Authors: Zhonglin Zhao
    Resource Type: Article
    Disciplines: Artificial Intelligence and Intelligence | Subjects: Machine Learning
    Publication ID: v1n6a03
    Abstract: Educational resource imbalances pose considerable barriers to accomplishing equitable opportunities to learn worldwide. Traditional approaches to resource allocation frequently fail to adapt to the ever-changing and intricate needs of educational...
    15-24
    DOI Icon Abstract views: 49 | DOI Icon PDF downloads: 32 | DOI Icon references: 20
    https://doi.org/10.70393/6a6374616d.323436 https://n2t.net/ark:/40704/JETBM.v1n6a03
    DOI Icon DOI: 10.70393/6a6374616d.323436
    DOI Icon ARK: ark:/40704/JETBM.v1n6a03
  • Contrastive Unsupervised Graph Neural Network in Financial Industry
    Authors: Imran Babayaro
    Resource Type: Article
    Disciplines: Finance | Subjects: Risk Management
    Publication ID: v1n6a04
    Abstract: This paper explores the application of the Contrastive Unsupervised Graph Neural Network (CuGNN) framework in financial domains, leveraging its heterophily-based adaptive convolution to address critical tasks like fraud detection, risk...
    25-32
    DOI Icon Abstract views: 153 | DOI Icon PDF downloads: 48 | DOI Icon references: 51
    https://doi.org/10.70393/6a6574626d.323437 https://n2t.net/ark:/40704/JETBM.v1n6a04
    DOI Icon DOI: 10.70393/6a6574626d.323437
    DOI Icon ARK: ark:/40704/JETBM.v1n6a04
  • Machine learning and Feature Selection: Applications in Business Management
    Authors: Siyao Chen, Abhit Daiya, Rubhrat Deb
    Resource Type: Article
    Disciplines: Business | Subjects: Business Strategy
    Publication ID: v1n6a05
    Abstract: In recent years, we have a higher demand for machine learning models in the field of economics and business managment. We have a higher demand for quality of the features used for training. In this process, feature selection plays a key role in...
    33-38
    DOI Icon Abstract views: 34 | DOI Icon PDF downloads: 29 | DOI Icon references: 18
    https://doi.org/10.70393/6a6574626d.323438 https://n2t.net/ark:/40704/JETBM.v1n6a05
    DOI Icon DOI: 10.70393/6a6574626d.323438
    DOI Icon ARK: ark:/40704/JETBM.v1n6a05