International Journal of Data Science and Analysis

Volume 8, Issue 5, October 2022

  • A Framework for Mobile Based Research Paper Recommendation in a Conference

    Aklilu Mandefro Messele

    Issue: Volume 8, Issue 5, October 2022
    Pages: 131-148
    Received: 14 June 2022
    Accepted: 19 July 2022
    Published: 29 September 2022
    DOI: 10.11648/j.ijdsa.20220805.11
    Abstract: Finding conferences with papers relevant to their interests can be difficult for research conference attendees because everyone has different preferences. To address this issue, this research proposes a framework and a prototype of a personalized recommendation system for research conference items. When making recommendations, the prototype conside... Show More
  • Predicting Music Popularity with the Hybrid Approach: K-Means + LGBM

    Hyeonsoo Oh

    Issue: Volume 8, Issue 5, October 2022
    Pages: 149-156
    Received: 26 September 2022
    Accepted: 10 October 2022
    Published: 17 October 2022
    DOI: 10.11648/j.ijdsa.20220805.15
    Abstract: The global revenue from streaming, CD, and digital music sales have exceeded pre-COVID-19 levels since the COVID-19 outbreak. Although other stocks have fallen, stocks relating to the music industry have risen. HYBE entertainment even yielded integrated platform services. Furthermore, there are many people who make music without an agency and post ... Show More
  • Characterization of Meteorological Drought in the Alibori Watershed (North Benin, West Africa)

    Alain Ibikunle Ague, Cyr Gervais Etene, Ibouraima Yabi

    Issue: Volume 8, Issue 5, October 2022
    Pages: 157-162
    Received: 10 September 2022
    Accepted: 8 October 2022
    Published: 28 October 2022
    DOI: 10.11648/j.ijdsa.20220805.16
    Abstract: Benin has experienced a significant variation in rainfall with prolonged drought since 1970. In view of the consequences of this extreme phenomenon on vital sectors, such as agriculture, updating the results previously obtained is obviously essential to guarantee optimal management of water resources. The present study aims to characterize the drou... Show More
  • User and Entity Behavior Analytics Method Based on Adaptive Mixed-Attribute-Data Density Peaks Clustering

    Shihua Liu

    Issue: Volume 8, Issue 5, October 2022
    Pages: 163-168
    Received: 6 October 2022
    Accepted: 25 October 2022
    Published: 29 October 2022
    DOI: 10.11648/j.ijdsa.20220805.17
    Abstract: In the era of digital economy, new technologies emerge in an endless stream, and the network environment becomes increasingly complex. Traditional security products, technologies and solutions cannot meet the needs. In order to deal with the increasingly severe network security challenges, User and Entity Behavior Analytics (UEBA) technology provid... Show More