March 5, 2020
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Article

Extraction, processing and visualization of peer assessment data in moodle

Publicated to: Applied Sciences-Basel. 10 (1): 163- - 2020-01-01 10(1), DOI: 10.3390/app10010163

Authors:

Chaparro-Pelaez, Julian; Iglesias-Pradas, Santiago; Rodriguez-Sedano, Francisco J; Acquila-Natale, Emiliano
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Affiliations

Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Madrid - Author
Univ Leon, Dept Ingn Elect & Sistemas & Automat, E-24071 Leon, Spain - Author
Univ Politecn Madrid, ETSI Telecomunicac, Dept Ingn Org Adm Empresas & Estadist, Madrid 28040, Spain - Author
Universidad de León - Author
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Abstract

© 2019 by the authors. Situated in the intersection of two emerging trends, online self- and peer assessment modes and learning analytics, this study explores the current landscape of software applications to support peer assessment activities and their necessary requirements to complete the learning analytics cycle upon the information collected from those applications. More particularly, the study focuses on the specific case of MoodleWorkshops, and proposes the design and implementation of an application, the Moodle Workshop Data EXtractor (MWDEX) to overcome the data analysis and visualization shortcomings of the Moodle Workshop module. This research paper details the architecture design, configuration, and use of the application, and proposes an initial validation of the tool based on the current peer assessment practices of a group of learning analytics experts. The results of the small-scale survey suggest that the use of software tools to support peer assessment is not so extended as it would initially seem, but also highlight the potential of MWDEX to take full advantage of Moodle Workshops.
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Keywords

Applying learning analyticsBenefitsData extractionData preparationData processingData visualizationDecision-makingEngagementFailureLearning analyticsMoodlePeer assessmentPerformanceStudentsWorkshop

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Applied Sciences-Basel due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2020, it was in position 38/90, thus managing to position itself as a Q2 (Segundo Cuartil), in the category Engineering, Multidisciplinary. Notably, the journal is positioned en el Cuartil Q2 para la agencia Scopus (SJR) en la categoría Instrumentation.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-26:

  • Google Scholar: 20
  • WoS: 8
  • Scopus: 14
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-26:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 81 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

    It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

    • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
    • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://oa.upm.es/78927/

    As a result of the publication of the work in the institutional repository, statistical usage data has been obtained that reflects its impact. In terms of dissemination, we can state that, as of

    • Views: 156
    • Downloads: 43
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    Leadership analysis of institutional authors

    There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (CHAPARRO PELAEZ, JOSE JULIAN) and Last Author (ACQUILA NATALE, EMILIANO).

    the author responsible for correspondence tasks has been ACQUILA NATALE, EMILIANO.

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