View Vol. 5 , Iss. 2 (April 2023)

Journal of Computer Science Research

ISSN: 2630-5151 (Online)

Vol. 5 , Iss. 2 (April 2023)

Articles

  • Establishing the Forecasting Model with Time Series Data Based on Graph and Particle Swarm Optimization

    Le Thi Luong, Tran Thi Thanh, Nghiem Van Tinh, Bui Thi Thi
    1-15

    Article ID: 5443
    31  (Abstract) 44  (Download)

    Abstract:

    In recent years, a wide variety of fuzzy time series (FTS) forecasting models have been created and recommended to handle the complicated and ambiguous challenges relating to time series data from real-world sources. However, the accuracy of a model is problem-specific and varies across data sets. But a model’s precision varies between different data sets... More

  • Comparison of Websites Employing Search Engine Optimization and Live Data

    Subhradeep Maitra, Laxminarayan Sahoo, Supriyan Sen, Kalishankar Tiwary
    16-27

    Article ID: 5536
    63  (Abstract) 43  (Download)

    Abstract:

    This study compares websites that take live data into account using search engine optimization (SEO). A series of steps called search engine optimization can help a website rank highly in search engine results. Static websites and dynamic websites are two different types of websites. Static websites must have the necessary expertise in programming compatible with... More

  • Inquiring Natural Language Processing Capabilities on Robotic Systems through Virtual Assistants: A Systemic Approach

    Ioannis Giachos, Evangelos C. Papakitsos, Petros Savvidis, Nikolaos Laskaris
    28-36

    Article ID: 5537
    99  (Abstract) 96  (Download)

    Abstract:

    This paper attempts to approach the interface of a robot from the perspective of virtual assistants. Virtual assistants can also be characterized as the mind of a robot, since they manage communication and action with the rest of the world they exist in. Therefore, virtual assistants can also be described as the brain of a... More

  • SGT: Session-based Recommendation with GRU and Transformer

    Lingmei Wu, Liqiang Zhang, Xing Zhang, Linli Jiang, Chunmei Wu
    37-51

    Article ID: 5610
    53  (Abstract) 32  (Download)

    Abstract:

    Session-based recommendation aims to predict user preferences based on anonymous behavior sequences. Recent research on session-based recommendation systems has mainly focused on utilizing attention mechanisms on sequential patterns, which has achieved significant results. However, most existing studies only consider individual items in a session and do not extract information from continuous items, which can easily... More

  • A Systematic Overview of Underwater Wireless Sensor Networks: Applications, Challenge and Research Perspectives

    Fethi Demim, Rekia Bouguessa, Abdenebi Rouigueb, Abdelkrim Nemra
    52-77

    Article ID: 5478
    30  (Abstract) 26  (Download)

    Abstract:

    Underwater Wireless Sensor Networks (UWSNs) are becoming increasingly popular in marine applications due to advances in wireless and microelectronics technology. However, UWSNs present challenges in processing, energy, and memory storage due to the use of acoustic waves for communication, which results in long delays, significant power consumption, limited bandwidth, and packet loss. This paper provides... More