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Storage Scheme for Analysis of Academic Data and Interaction of Students With Virtual Education Platforms

Published: 18 October 2017 Publication History

Abstract

Academic processes generate large volumes of data at different levels, related to learning activities and student interactions with virtual education platforms. However, the records obtained are not always used to perform various analyzes, in part, by the storage schemes that use these platforms, in disaggregated tables making it difficult to access the records of interest. The objective of this article is to present a hybrid storage scheme, which combines the relational and multi-dimensional schemes for the storage of academic data and student interactions in virtual education platforms and from there to facilitate the obtaining of information and knowledge applying diverse techniques.

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Cited By

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  • (2023)Designing an Education Database in a Higher Education Institution for the Data-Driven Management of the Educational ProcessEducation Sciences10.3390/educsci1309094713:9(947)Online publication date: 16-Sep-2023
  • (2023)Data pipelines for educational data mining in distance educationInteractive Learning Environments10.1080/10494820.2022.2160466(1-14)Online publication date: 1-Jan-2023

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  1. Storage Scheme for Analysis of Academic Data and Interaction of Students With Virtual Education Platforms

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    cover image ACM Other conferences
    TEEM 2017: Proceedings of the 5th International Conference on Technological Ecosystems for Enhancing Multiculturality
    October 2017
    723 pages
    ISBN:9781450353861
    DOI:10.1145/3144826
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • University of Salamanca: University of Salamanca

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 18 October 2017

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    Author Tags

    1. Analysis of educational data
    2. Data Storage Scheme
    3. Multidimensional Model
    4. Relational Model
    5. Virtual Education Platforms

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    TEEM 2017

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    TEEM 2017 Paper Acceptance Rate 84 of 109 submissions, 77%;
    Overall Acceptance Rate 496 of 705 submissions, 70%

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    View all
    • (2023)Designing an Education Database in a Higher Education Institution for the Data-Driven Management of the Educational ProcessEducation Sciences10.3390/educsci1309094713:9(947)Online publication date: 16-Sep-2023
    • (2023)Data pipelines for educational data mining in distance educationInteractive Learning Environments10.1080/10494820.2022.2160466(1-14)Online publication date: 1-Jan-2023

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