Journal of Computer Science Research

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    DOI：https://doi.org/10.30564/jcsr.v5i2.5443
  
  75  (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

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• Comparison of Websites Employing Search Engine Optimization and Live Data

  Subhradeep Maitra, Laxminarayan Sahoo, Supriyan Sen, Kalishankar Tiwary

  16-27

  
  Article ID: 5536    DOI：https://doi.org/10.30564/jcsr.v5i2.5536
  
  106  (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

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• 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    DOI：https://doi.org/10.30564/jcsr.v5i2.5537
  
  238  (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

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• SGT: Session-based Recommendation with GRU and Transformer

  Lingmei Wu, Liqiang Zhang, Xing Zhang, Linli Jiang, Chunmei Wu

  37-51

  
  Article ID: 5610    DOI：https://doi.org/10.30564/jcsr.v5i2.5610
  
  73  (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

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• 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    DOI：https://doi.org/10.30564/jcsr.v5i2.5478
  
  64  (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

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