Business Curriculum Analytics: Difference between revisions

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We are in the process of building various tools and visualizations to support the Business Curriculum Analytics. The tools make use of the Linked Data generated out of this Wiki. This page will be constantly updated with more tools.
We are in the process of building various tools and visualizations to support the Business Curriculum Analytics. The objective of the tools is to assess the impact of the Linked Data layer on the curriculum review process at the Olayan School of Business at AUB. The tools make use of the Linked Data generated out of this Wiki. This page will be regularly updated with more tools.


==Curriculum Tree Map==
==ConceptsTree Map==  


The curriculum Tree Map enables you to dig into the business curriculum starting from "Subjects", down to "Courses", to "Topical Coverage", with the ability to check the concepts covered inside each topic. The size of the parts are determined by the number of concepts covered in each area. Click on the TreeMap below to go to the live data.  
The ConceptsTree Map enables you to dig into the business curriculum starting from "Subjects", down to "Courses", to "Topical Coverage", with the ability to check the concepts covered inside each topic. The size of the parts are determined by the number of concepts covered in each area. Click on the TreeMap below to go to the live data.  


[[File:CurriculumTreeMap.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_treemap.php]]
[[File:CurriculumTreeMap.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_treemap.php]]
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[http://linked.aub.edu.lb/apps/charts/courses_concepts_treemap.php Curriculum Tree Map]
[http://linked.aub.edu.lb/apps/charts/courses_concepts_treemap.php Curriculum Tree Map]


==Concepts Covered in Courses Table==
==Concepts Tabular==


The below table highlights how concepts are covered in courses. The "X" denotes the occurrence of the concept in the course. When more than one "X" exist, the user can check where the concept is mentioned by placing the mouse pointer on the table cell. There is also a feature to click on the concept to check the original wiki page. Click on the table to go to the live data visualization.
The below table highlights how concepts are covered in courses. The "X" denotes the occurrence of the concept in the course. When more than one "X" exist, the user can check where the concept is mentioned by placing the mouse pointer on the table cell. There is also a feature to click on the concept to check the original wiki page. Click on the table to go to the live data visualization.
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[http://linked.aub.edu.lb/apps/tablebrowser/table.php Table Highlighting the Concepts Covered in Courses and Topics]
[http://linked.aub.edu.lb/apps/tablebrowser/table.php Table Highlighting the Concepts Covered in Courses and Topics]


==Course Concepts Overlap using Sankey Diagram==
==Course Concepts Flow using Sankey Diagram==


The below visualization shows how courses overlap in terms of concepts covered. The selected course appears on the left, versus the other courses in the curriculum that share concepts with the selected course. In the middle the list of common concepts is shown, with their corresponding topics on their left and right. This was implemented using the [https://developers.google.com/chart/ Google Chart API]. Click on the visualization to see the live visualization.
The below visualization shows how concepts flow among courses. The selected course appears on the left, versus the other courses in the curriculum that share concepts with the selected course. In the middle the list of common concepts is shown, with their corresponding topics on their left and right. Click on the visualization to see the live visualization.


[[File:SankeyDiagram.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_sankey_intersection.php]]
[[File:SankeyDiagram.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_sankey_intersection.php]]
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[http://linked.aub.edu.lb/apps/charts/courses_concepts_sankey_intersection.php Sankey Visualization Showing how Courses Overlap in their Concepts Covered]
[http://linked.aub.edu.lb/apps/charts/courses_concepts_sankey_intersection.php Sankey Visualization Showing how Courses Overlap in their Concepts Covered]


==Concepts Bar Chart==
==Concepts Frequency Bar Chart==


The concepts Bar Chart is a visualization that highlights the number of concepts in each course. This was implemented using the [https://developers.google.com/chart/ Google Chart API]. Click on the graph to go to the live chart.
The concepts Bar Chart is a visualization that highlights the number of concepts in each course. Click on the graph to go to the live chart.


[[File:ConceptsBarChart.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_barchart.php]]
[[File:ConceptsBarChart.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_barchart.php]]
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[http://linked.aub.edu.lb/apps/charts/courses_concepts_barchart.php Course Concepts Bar Chart]
[http://linked.aub.edu.lb/apps/charts/courses_concepts_barchart.php Course Concepts Bar Chart]


==Forced Node Visualization of the Concepts in the Curriculum==
==Node-Based Visualization of the Concepts in the Curriculum==


This visualization shows a high level view of all the courses covered in the curriculum. Courses and concepts are presented as nodes, connected through links. This visualization provides the feature to focus on a selection of the nodes by clicking on the corresponding node. When a node is clicked, only the related nodes are shown. This was implemented using the [http://d3js.org/ D3.js JavaScript Library]. Click on the visualization below to go to the live diagram.
This visualization shows a high level view of all the courses covered in the curriculum. Courses and concepts are presented as nodes, connected through links. This visualization provides the feature to focus on a selection of the nodes by clicking on the corresponding node. When a node is clicked, only the related nodes are shown. Click on the visualization below to go to the live diagram.


[[File:ForcedNode.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_forced_node.php]]
[[File:ForcedNode.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_forced_node.php]]
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==Tilford Tree Visualization of Concepts around Courses==
==Tilford Tree Visualization of Concepts around Courses==


This visualization shows the list of concepts covered in topics around a course. Nodes can be clicked and dragged around, and zoomed in/out. This visualization follows the Tilford Tree diagram, implemented using the [http://d3js.org/ D3.js JavaScript Library]. Click on the visualization below to go to the live diagram.
This visualization shows the list of concepts covered in topics around a course. Nodes can be clicked and dragged around, and zoomed in/out. This visualization follows the Tilford Tree diagram. Click on the visualization below to go to the live diagram.


[[File:TilfordTree.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_tilfordtree_selective.php]]
[[File:TilfordTree.PNG|link=http://linked.aub.edu.lb/apps/charts/courses_concepts_tilfordtree_selective.php]]


[http://linked.aub.edu.lb/apps/charts/courses_concepts_tilfordtree_selective.php Tilford Tree Course Concepts Visualization]
[http://linked.aub.edu.lb/apps/charts/courses_concepts_tilfordtree_selective.php Tilford Tree Course Concepts Visualization]

Latest revision as of 11:24, 17 January 2019

We are in the process of building various tools and visualizations to support the Business Curriculum Analytics. The objective of the tools is to assess the impact of the Linked Data layer on the curriculum review process at the Olayan School of Business at AUB. The tools make use of the Linked Data generated out of this Wiki. This page will be regularly updated with more tools.

ConceptsTree Map

The ConceptsTree Map enables you to dig into the business curriculum starting from "Subjects", down to "Courses", to "Topical Coverage", with the ability to check the concepts covered inside each topic. The size of the parts are determined by the number of concepts covered in each area. Click on the TreeMap below to go to the live data.

CurriculumTreeMap.PNG

Curriculum Tree Map

Concepts Tabular

The below table highlights how concepts are covered in courses. The "X" denotes the occurrence of the concept in the course. When more than one "X" exist, the user can check where the concept is mentioned by placing the mouse pointer on the table cell. There is also a feature to click on the concept to check the original wiki page. Click on the table to go to the live data visualization.

CoursesTable.PNG

Table Highlighting the Concepts Covered in Courses and Topics

Course Concepts Flow using Sankey Diagram

The below visualization shows how concepts flow among courses. The selected course appears on the left, versus the other courses in the curriculum that share concepts with the selected course. In the middle the list of common concepts is shown, with their corresponding topics on their left and right. Click on the visualization to see the live visualization.

SankeyDiagram.PNG

Sankey Visualization Showing how Courses Overlap in their Concepts Covered

Concepts Frequency Bar Chart

The concepts Bar Chart is a visualization that highlights the number of concepts in each course. Click on the graph to go to the live chart.

ConceptsBarChart.PNG

Course Concepts Bar Chart

Node-Based Visualization of the Concepts in the Curriculum

This visualization shows a high level view of all the courses covered in the curriculum. Courses and concepts are presented as nodes, connected through links. This visualization provides the feature to focus on a selection of the nodes by clicking on the corresponding node. When a node is clicked, only the related nodes are shown. Click on the visualization below to go to the live diagram.

ForcedNode.PNG

Courses Forced Node Diagram

Tilford Tree Visualization of Concepts around Courses

This visualization shows the list of concepts covered in topics around a course. Nodes can be clicked and dragged around, and zoomed in/out. This visualization follows the Tilford Tree diagram. Click on the visualization below to go to the live diagram.

TilfordTree.PNG

Tilford Tree Course Concepts Visualization