Visualizing Team Performance Dynamics
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Title
Visualizing Team Performance Dynamics
Author
Bergeron , Ryan Joseph
Advisors
Rheingans , Penny
Program
Computer Science
UMBC Department
Computer Science and Electrical Engineering
Document Type
thesis
Sponsors
University of Maryland , Baltimore County (UMBC)
Keywords
Computer Science (0984)
Date Issued
2008-08-21 ;
Abstract
In team-based environments , statistical analysis is used as the primary evaluation method for success . The standard practiced methods of analysis use histograms , statistical comparison , and other generic performance visualizations . However , grasping the real value that an individual has to team composition is difficult to achieve through standard analysis tools . Furthermore , these methods fail to convey the underlying relationships of measured performance attributes of a team's individuals . This work proposes a method to visualize the impact of composite performance through the visualization of loosely coupled multi-attribute data sets . The research focuses on the team dynamics of volleyball and the performance of individuals ' tracked skill data stored in a relational database to facilitate multi-attribute data set filtering . There are three key components to our method of team composition performance analysis . Zones of Influence generated from data sets convey the spatial influence and range of a player . Scalar color mapping of hot and cold convey images of urgency . Height mapping of scalar data elicits understanding of magnitude and quantity of events . These three components used in conjunction with loosely coupled multi-attribute data visualize individual player impact on team performance .
Identifier
1197
Format
application:pdf
Language
en
Collection
UMBC Theses and Dissertations
Rights Statement
This item may be protected under Title 17 of the U.S. Copyright Law. It is made available by UMBC for non-commercial research and education. For permission to publish or reproduce, please see http://library.umbc.edu/speccoll/rightsreproductions.php or contact Special Collections at speccoll(at)umbc.edu.
Source
umi-umbc-1197.pdf
Access Rights
Access limited to the UMBC community. Item may possibly be obtained via Interlibrary Loan through a local library, pending author/copyright holder's permission.
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