Data Analytics and Visualization Environment for xAPI and the Total Learning Architecture: DAVE Learning Analytics Algorithms

Abstract

This report introduces a language for defining the functionality of learning analytics algorithms in terms of Operations, Primitives and Algorithms which will be used to define Algorithms corresponding to an initial set of learning analytics questions. Additional questions may be added to this set in the future. This document will be updated to include additional Operations, Primitives, and Algorithms as they are defined by the Author(s) of this report or by members of the Open Source Community. The formal definitions in this document are optimized for understandability and conceptual presentation meaning they are not presented as, or intended to be, the most computationally efficient definition possible. The formal definitions are intended to serve as referential documentation of methodologies and programmatic strategies for handling the processing of xAPI data.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Nov 08, 2019
Accession Number
AD1086466

Entities

People

  • Shelly Blake-plock

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Data Analysis
  • Data Visualization
  • Department Of Defense
  • Ecosystems
  • Environment
  • Gantt Charts
  • Intervals
  • Iterations
  • Language
  • Learning
  • Navigation
  • Notation
  • Template Patterns
  • Validation
  • Visualizations

Fields of Study

  • Computer science

Readers

  • Computational Linguistics
  • Distributed Systems and Data Platform Development
  • Software Engineering.