VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT
Dashboard show information that indicate organization performance which align with organization goals. That information was shown on dashboard with interesting visual indicator like gauge, bar chart, pie chart, line chart. In this final project, tools about visualization recommendation on dashboard...
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id-itb.:292382018-01-16T14:32:01ZVISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT IKHSAN , MUHAMMAD Indonesia Final Project INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/29238 Dashboard show information that indicate organization performance which align with organization goals. That information was shown on dashboard with interesting visual indicator like gauge, bar chart, pie chart, line chart. In this final project, tools about visualization recommendation on dashboard was developed. Goals of this final project is to create software that can give recommendation about most suitable data visualization with user characteristic in any domain problem with available data. <br /> <br /> Visualization recommendation on dashboard tools development was done with four step: software requirement analysis, software design (include recommendation algorithm), the tools development itself, and software testing. To create recommendation algorithm, four approach was used: dashboard type, which is strategic dashboard, tactical dashboard, and operational dashboard, data visualization type classification, data type, and context-awareness concept about ontology utilization. <br /> <br /> Visualization recommendation on dashboard tools can work like its functional requirement, and software testing was done using six dataset example, two use case, and its variation. <br /> <br /> From software testing result, tools can work as initial design and can give visualization recommendation according to expected result from algorithm. Suggestion for future development are comprehensive review about ontology utilization is needed, not just for saving user characteristic, but also for doing rule base reasoning using rule language. The other suggestion is to add domain-specific ontology above user-dashboard ontology that was used. text |
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Institut Teknologi Bandung |
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Indonesia Indonesia |
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Institut Teknologi Bandung |
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Digital ITB |
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Indonesia |
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Dashboard show information that indicate organization performance which align with organization goals. That information was shown on dashboard with interesting visual indicator like gauge, bar chart, pie chart, line chart. In this final project, tools about visualization recommendation on dashboard was developed. Goals of this final project is to create software that can give recommendation about most suitable data visualization with user characteristic in any domain problem with available data. <br />
<br />
Visualization recommendation on dashboard tools development was done with four step: software requirement analysis, software design (include recommendation algorithm), the tools development itself, and software testing. To create recommendation algorithm, four approach was used: dashboard type, which is strategic dashboard, tactical dashboard, and operational dashboard, data visualization type classification, data type, and context-awareness concept about ontology utilization. <br />
<br />
Visualization recommendation on dashboard tools can work like its functional requirement, and software testing was done using six dataset example, two use case, and its variation. <br />
<br />
From software testing result, tools can work as initial design and can give visualization recommendation according to expected result from algorithm. Suggestion for future development are comprehensive review about ontology utilization is needed, not just for saving user characteristic, but also for doing rule base reasoning using rule language. The other suggestion is to add domain-specific ontology above user-dashboard ontology that was used. |
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Final Project |
author |
IKHSAN , MUHAMMAD |
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IKHSAN , MUHAMMAD VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
author_facet |
IKHSAN , MUHAMMAD |
author_sort |
IKHSAN , MUHAMMAD |
title |
VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
title_short |
VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
title_full |
VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
title_fullStr |
VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
title_full_unstemmed |
VISUALIZATION RECOMMENDATION ON DASHBOARD TOOLS DEVELOPMENT |
title_sort |
visualization recommendation on dashboard tools development |
url |
https://digilib.itb.ac.id/gdl/view/29238 |
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