Vol. 2 No. 4 (2024)

					View Vol. 2 No. 4 (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: 21
Number of pages in this issue: 160

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: 2024-08-01

Articles

  • Authors: Zhanxin Zhou, Ruibo Wu
    Resource Type: Article
    Publication ID: v2n4a01
    Abstract: Stock price prediction is a challenging task due to the volatility and non-linear nature of financial markets. Traditional models often fail to capture complex patterns in the data. This paper presents a Convolutional Neural Network (CNN) based...
    1-7
    DOI Icon Abstract views: 315 | DOI Icon PDF downloads: 137 | DOI Icon references: 28
    https://doi.org/10.5281/zenodo.12780145 https://n2t.net/ark:/40704/JIEAS.v2n4a01
    DOI Icon DOI: 10.5281/zenodo.12780145
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a01
  • Authors: Can Zhang, Zhanxin Zhou, Ruibo Wu
    Resource Type: Article
    Publication ID: v2n4a02
    Abstract: Automated trading systems have revolutionized the financial markets by executing trades at speeds and frequencies far beyond human capabilities. The integration of deep learning strategies into these systems promises to enhance their performance...
    8-14
    DOI Icon Abstract views: 186 | DOI Icon PDF downloads: 104 | DOI Icon references: 23
    https://doi.org/10.5281/zenodo.12780180 https://n2t.net/ark:/40704/JIEAS.v2n4a02
    DOI Icon DOI: 10.5281/zenodo.12780180
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a02
  • Authors: Can Zhang, Zhanxin Zhou, Ruibo Wu
    Resource Type: Article
    Publication ID: v2n4a03
    Abstract: Financial time series data, characterized by its inherent complexity and volatility, presents significant challenges for accurate prediction. Traditional statistical models often fall short in capturing the intricate patterns and dependencies...
    15-21
    DOI Icon Abstract views: 189 | DOI Icon PDF downloads: 95 | DOI Icon references: 24
    https://doi.org/10.5281/zenodo.12786717 https://n2t.net/ark:/40704/JIEAS.v2n4a03
    DOI Icon DOI: 10.5281/zenodo.12786717
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a03
  • Authors: Qiang Chen, Daoming Li, Lun Wang
    Resource Type: Article
    Publication ID: v2n4a04
    Abstract: Blockchain technology, initially conceptualized for cryptocurrency transactions, has evolved into a versatile solution for enhancing network security. Its decentralized, immutable, and transparent nature addresses various security challenges,...
    22-28
    DOI Icon Abstract views: 575 | DOI Icon PDF downloads: 209 | DOI Icon references: 28
    https://doi.org/10.5281/zenodo.12786723 https://n2t.net/ark:/40704/JIEAS.v2n4a04
    DOI Icon DOI: 10.5281/zenodo.12786723
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a04
  • Authors: Qiang Chen, Daoming Li, Lun Wang
    Resource Type: Article
    Publication ID: v2n4a05
    Abstract: The rapid advancement of technology has brought about significant benefits but also considerable risks, particularly in the realm of cybersecurity. With the increasing complexity and frequency of cyber attacks, traditional security measures are...
    29-35
    DOI Icon Abstract views: 399 | DOI Icon PDF downloads: 158 | DOI Icon references: 33
    https://doi.org/10.5281/zenodo.12786734 https://n2t.net/ark:/40704/JIEAS.v2n4a05
    DOI Icon DOI: 10.5281/zenodo.12786734
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a05
  • Authors: Qiang Chen, Daoming Li, Lun Wang
    Resource Type: Article
    Publication ID: v2n4a06
    Abstract: The Internet of Things (IoT) represents a significant transformation in how devices communicate and interact, offering unprecedented convenience and efficiency. However, this interconnected environment also introduces substantial security...
    36-41
    DOI Icon Abstract views: 593 | DOI Icon PDF downloads: 280 | DOI Icon references: 24
    https://doi.org/10.5281/zenodo.12789562 https://n2t.net/ark:/40704/JIEAS.v2n4a06
    DOI Icon DOI: 10.5281/zenodo.12789562
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a06
  • Authors: Daoming Li, Qiang Chen, Lun Wang
    Resource Type: Article
    Publication ID: v2n4a07
    Abstract: As cloud computing continues to grow and become integral to business operations, securing cloud environments has emerged as a critical concern. This paper explores the multifaceted challenges of cloud security and proposes solutions to mitigate...
    42-47
    DOI Icon Abstract views: 741 | DOI Icon PDF downloads: 338 | DOI Icon references: 26
    https://doi.org/10.5281/zenodo.12789566 https://n2t.net/ark:/40704/JIEAS.v2n4a07
    DOI Icon DOI: 10.5281/zenodo.12789566
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a07
  • Authors: Daoming Li, Qiang Chen, Lun Wang
    Resource Type: Article
    Publication ID: v2n4a08
    Abstract: Phishing attacks are among the most prevalent and damaging cyber threats faced by individuals and organizations today. These attacks deceive users into revealing sensitive information, leading to significant financial and reputational damage. This...
    48-53
    DOI Icon Abstract views: 837 | DOI Icon PDF downloads: 319 | DOI Icon references: 33
    https://doi.org/10.5281/zenodo.12789572 https://n2t.net/ark:/40704/JIEAS.v2n4a08
    DOI Icon DOI: 10.5281/zenodo.12789572
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a08
  • Authors: Cen Song, Gang Zhao, Binghan Wu
    Resource Type: Article
    Publication ID: v2n4a09
    Abstract: As technology continues to evolve, the demand for high-performance yet low-power semiconductor chips has intensified. This paper explores the applications of low-power design in semiconductor chips, examining various methodologies, techniques, and...
    54-59
    DOI Icon Abstract views: 166 | DOI Icon PDF downloads: 103 | DOI Icon references: 23
    https://doi.org/10.5281/zenodo.12794397 https://n2t.net/ark:/40704/JIEAS.v2n4a09
    DOI Icon DOI: 10.5281/zenodo.12794397
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a09
  • Authors: Gang Zhao, Cen Song, Binghan Wu
    Resource Type: Article
    Publication ID: v2n4a10
    Abstract: The advent of 3D Integrated Circuit (3D IC) technology marks a significant milestone in the evolution of semiconductor devices. By stacking multiple layers of active devices vertically, 3D ICs offer substantial improvements in performance, power...
    60-65
    DOI Icon Abstract views: 589 | DOI Icon PDF downloads: 204 | DOI Icon references: 23
    https://doi.org/10.5281/zenodo.12794429 https://n2t.net/ark:/40704/JIEAS.v2n4a10
    DOI Icon DOI: 10.5281/zenodo.12794429
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a10
  • Authors: Binghan Wu, Cen Song, Gang Zhao
    Resource Type: Article
    Publication ID: v2n4a11
    Abstract: Heterogeneous integration technology is revolutionizing the field of chip design by enabling the integration of diverse components and materials into a single package. This technology allows for the combination of various semiconductor...
    66-72
    DOI Icon Abstract views: 172 | DOI Icon PDF downloads: 46 | DOI Icon references: 25
    https://doi.org/10.5281/zenodo.12794470 https://n2t.net/ark:/40704/JIEAS.v2n4a11
    DOI Icon DOI: 10.5281/zenodo.12794470
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a11
  • Authors: Cen Song, Binghan Wu, Gang Zhao
    Resource Type: Article
    Publication ID: v2n4a12
    Abstract: The optimization of semiconductor chip design is pivotal for enhancing the performance and efficiency of modern electronic devices. With the advent of artificial intelligence (AI), significant advancements have been made in this domain. This paper...
    73-80
    DOI Icon Abstract views: 334 | DOI Icon PDF downloads: 182 | DOI Icon references: 21
    https://doi.org/10.5281/zenodo.12798359 https://n2t.net/ark:/40704/JIEAS.v2n4a12
    DOI Icon DOI: 10.5281/zenodo.12798359
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a12
  • Authors: Cen Song, Binghan Wu, Gang Zhao
    Resource Type: Article
    Publication ID: v2n4a13
    Abstract: The continuous advancement in semiconductor technology is crucial for the development of high-performance electronic devices. Traditional silicon-based semiconductors, while effective, are reaching their performance limits, necessitating the...
    81-89
    DOI Icon Abstract views: 340 | DOI Icon PDF downloads: 137 | DOI Icon references: 25
    https://doi.org/10.5281/zenodo.12798364 https://n2t.net/ark:/40704/JIEAS.v2n4a13
    DOI Icon DOI: 10.5281/zenodo.12798364
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a13
  • Authors: Jiatu Shi, Fu Shang, Shuwen Zhou, Xu Zhang, Gang Ping
    Resource Type: Article
    Publication ID: v2n4a14
    Abstract: This paper presents a novel quantum-enhanced recommendation system for large-scale e-commerce platforms, addressing the challenges of computational complexity and scalability in traditional approaches. We introduce a hybrid quantum-classical...
    90-103
    DOI Icon Abstract views: 429 | DOI Icon PDF downloads: 171 | DOI Icon references: 48
    https://doi.org/10.5281/zenodo.13117899 https://n2t.net/ark:/40704/JIEAS.v2n4a14
    DOI Icon DOI: 10.5281/zenodo.13117899
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a14
  • Authors: Tingting Liu
    Resource Type: Article
    Publication ID: v2n4a15
    Abstract: In the era of artificial intelligence, large language models (LLMs) feature both positives and negatives when it comes to data security. The purpose of this paper is to present detailed recommendations for evaluating and managing the risks of data...
    104-109
    DOI Icon Abstract views: 47 | DOI Icon PDF downloads: 30 | DOI Icon references: 13
    https://doi.org/10.5281/zenodo.13117905 https://n2t.net/ark:/40704/JIEAS.v2n4a15
    DOI Icon DOI: 10.5281/zenodo.13117905
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a15
  • Authors: Zheng Ren
    Resource Type: Article
    Publication ID: v2n4a16
    Abstract: The rapid growth of textual data has made text classification a critical research area in the field of Natural Language Processing. Traditional Graph Convolutional Networks (GCN) face challenges in text classification due to the limitations of...
    110-115
    DOI Icon Abstract views: 438 | DOI Icon PDF downloads: 147 | DOI Icon references: 22
    https://doi.org/10.5281/zenodo.13118430 https://n2t.net/ark:/40704/JIEAS.v2n4a16
    DOI Icon DOI: 10.5281/zenodo.13118430
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a16
  • Authors: Peng Zhang, Gan LIU
    Resource Type: Article
    Publication ID: v2n4a17
    Abstract: With the rapid development of logistics industry, the joint distribution mode has been paid more and more attention. As an important gathering place of logistics activities, logistics park faces the dual challenges of improving distribution...
    116-121
    DOI Icon Abstract views: 181 | DOI Icon PDF downloads: 50 | DOI Icon references: 6
    https://doi.org/10.5281/zenodo.13120171 https://n2t.net/ark:/40704/JIEAS.v2n4a17
    DOI Icon DOI: 10.5281/zenodo.13120171
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a17
  • Authors: Yuxin Zhao, Ping Qu, Jingxuan Xiao, Jiawei Wu, Beibei Zhang
    Resource Type: Article
    Publication ID: v2n4a18
    Abstract: Telehealth services have become increasingly important, especially in the wake of global health crises such as the COVID-19 pandemic, offering a necessary alternative to traditional in-person healthcare delivery. However, scalability and...
    122-131
    DOI Icon Abstract views: 205 | DOI Icon PDF downloads: 46 | DOI Icon references: 61
    https://doi.org/10.5281/zenodo.13144268 https://n2t.net/ark:/40704/JIEAS.v2n4a18
    DOI Icon DOI: 10.5281/zenodo.13144268
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a18
  • Authors: Jingxuan Xiao, Beibei Zhang, Yuxin Zhao, Jiawei Wu, Ping Qu
    Resource Type: Article
    Publication ID: v2n4a19
    Abstract: This paper explores the application of Large Language Models (LLMs) in personalized advertising recommendation systems. It delves into the methodologies of using LLMs to analyze user behavior, generate personalized content, and enhance...
    132-142
    DOI Icon Abstract views: 134 | DOI Icon PDF downloads: 80 | DOI Icon references: 58
    https://doi.org/10.5281/zenodo.13144319 https://n2t.net/ark:/40704/JIEAS.v2n4a19
    DOI Icon DOI: 10.5281/zenodo.13144319
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a19
  • Authors: Jiawei Wu, Ping Qu, Beibei Zhang, Zhanxin Zhou
    Resource Type: Article
    Publication ID: v2n4a20
    Abstract: The rapid growth of social media has generated vast amounts of user-generated content, making sentiment analysis a crucial tool for understanding public opinion. This paper explores the application of Bidirectional Encoder Representations from...
    143-149
    DOI Icon Abstract views: 194 | DOI Icon PDF downloads: 68 | DOI Icon references: 59
    https://doi.org/10.5281/zenodo.13144389 https://n2t.net/ark:/40704/JIEAS.v2n4a20
    DOI Icon DOI: 10.5281/zenodo.13144389
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a20
  • Authors: Jiawei Liang, Yusong Hu, Jiaguo Li
    Resource Type: Article
    Publication ID: v2n4a21
    Abstract: The modern steel industry pursues green, low-consumption and high-quality development, and the prediction of fuel ratio and molten iron temperature is the key. However, the traditional prediction methods are limited, and the information age...
    150-160
    DOI Icon Abstract views: 35 | DOI Icon PDF downloads: 24 | DOI Icon references: 12
    https://doi.org/10.5281/zenodo.13147689 https://n2t.net/ark:/40704/JIEAS.v2n4a21
    DOI Icon DOI: 10.5281/zenodo.13147689
    DOI Icon ARK: ark:/40704/JIEAS.v2n4a21