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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Weaver, C. |
| Copyright Year | 2008 |
| Description | Author affiliation: GeoVISTA Center & Dept. of Geogr., Pennsylvania State Univ., University Park, PA (Weaver, C.) |
| Abstract | Analysis of multidimensional data often requires careful examination of relationships across dimensions. Coordinated multiple view approaches have become commonplace in visual analysis tools because they directly support expression of complex multidimensional queries using simple interactions. However, generating such tools remains difficult because of the need to map domain-specific data structures and semantics into the idiosyncratic combinations of interdependent data and visual abstractions needed to reveal particular patterns and distributions in cross-dimensional relationships. This paper describes: (1) a method for interactively expressing sequences of multidimensional set queries by cross-filtering data values across pairs of views, and (2) design strategies for constructing coordinated multiple view interfaces for cross-filtered visual analysis of multidimensional data sets. Using examples of cross-filtered visualizations of data from several different domains, we describe how cross-filtering can be modularized and reused across designs, flexibly customized with respect to data types across multiple dimensions, and incorporated into more wide-ranging multiple view designs. The demonstrated analytic utility of these examples suggest that cross-filtering is a suitable design pattern for instantiation in a wide variety of visual analysis tools. |
| Starting Page | 163 |
| Ending Page | 170 |
| File Size | 3696124 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781424429356 |
| DOI | 10.1109/VAST.2008.4677370 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-10-19 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Geography Multidimensional systems Data analysis Data structures H.2.3 [Information Systems]: Database Management—[Languages] D.2.2 [Software Engineering]: Design Tools and Techniques—[User Interfaces] Data visualization Prototypes Management information systems H.5.2 [Information Systems]: Information Interfaces and Presentation—[User Interfaces] Pattern analysis Usability Software engineering |
| Content Type | Text |
| Resource Type | Article |
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