SIERA: Visual analytics for multi-dimensional data for learning assessment in educational organisations

Manuel J. Ibarra, Cristhian Serrano, Angel F. Navarro

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Nowadays, data is produced at an incredible rate and the strategy to collect and store is increasing as faster as the strategy to analyse it. The correct analysis of these multidimensional data is very important for decision makers. Some Educational Organisations have a culture of evaluating the student’s knowledge, it makes possible to promptly discover weaknesses in the teaching and learning process. This paper describes a proposed strategy to collect multi-dimensional data and visual analytics for assessment that supports the evaluation process of educational organisations. To validate this proposal we used focus group. The proposed strategy was tested with 2677 schools and 160529 students in evaluation process in Apurimac-Peru. The test results show that teachers agree with the proposed strategy.

Original languageEnglish
Title of host publicationCooperative Design, Visualization, and Engineering - 13th International Conference, CDVE 2016, Proceedings
EditorsYuhua Luo
PublisherSpringer Verlag
Pages283-287
Number of pages5
ISBN (Print)9783319467702
DOIs
StatePublished - 2016
Event13th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2016 - Sydney, Australia
Duration: 24 Oct 201627 Oct 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9929 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference13th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2016
Country/TerritoryAustralia
CitySydney
Period24/10/1627/10/16

Keywords

  • Data visualization
  • Excel VBA
  • Learning assessment
  • Multidimensional data
  • Visual analytics

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