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Journal of Computer Science Research

ISSN: 2630-5151 (Online)

  • Article

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

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

    Article ID: 110325    DOI:https://doi.org/10.30564/jcsr.v5i2.5443
    630  (Abstract) 347  (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 and depends on the situation at hand. Even though many models assert that they are better... More

  • Article

    Comparison of Websites Employing Search Engine Optimization and Live Data

    Subhradeep MaitraORCID, Laxminarayan SahooORCID, Supriyan SenORCID, Kalishankar TiwaryORCID
    16-27

    Article ID: 110395    DOI:https://doi.org/10.30564/jcsr.v5i2.5536
    806  (Abstract) 638  (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 SEO. Whereas in dynamic websites, one can utilize readily available... More

  • Article

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

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

    Article ID: 110396    DOI:https://doi.org/10.30564/jcsr.v5i2.5537
    1810  (Abstract) 763  (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 robot and they include a Natural Language Processing (NLP) module for conducting communication in their human-robot... More

  • Article

    SGT: Session-based Recommendation with GRU and Transformer

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

    Article ID: 110456    DOI:https://doi.org/10.30564/jcsr.v5i2.5610
    737  (Abstract) 353  (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 lead to the loss of... More

  • Article

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

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

    Article ID: 110345    DOI:https://doi.org/10.30564/jcsr.v5i2.5478
    1180  (Abstract) 543  (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 a comprehensive review of the latest... More