ThemeRiver: visualizing thematic changes in large document collections
Top Cited Papers
- 7 August 2002
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Visualization and Computer Graphics
- Vol. 8 (1) , 9-20
- https://doi.org/10.1109/2945.981848
Abstract
The ThemeRiver visualization depicts thematic variations over time within a large collection of documents. The thematic changes are shown in the context of a time-line and corresponding external events. The focus on temporal thematic change within a context framework allows a user to discern patterns that suggest relationships or trends. For example, the sudden change of thematic strength following an external event may indicate a causal relationship. Such patterns are not readily accessible in other visualizations of the data. We use a river metaphor to convey several key notions. The document collection's time-line, selected thematic content and thematic strength are indicated by the river's directed flow, composition and changing width, respectively. The directed flow from left to right is interpreted as movement through time and the horizontal distance between two points on the river defines a time interval. At any point in time, the vertical distance, or width, of the river indicates the collective strength of the selected themes. Colored "currents" flowing within the river represent individual themes. A current's vertical width narrows or broadens to indicate decreases or increases in the strength of the individual theme.Keywords
This publication has 14 references indexed in Scilit:
- Domesticating Bead: adapting an information visualization system to a financial institutionPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Monotonic cubic spline interpolationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1999
- Visualizing medical records with LifeLinesPublished by Association for Computing Machinery (ACM) ,1998
- TimewarpPublished by Association for Computing Machinery (ACM) ,1997
- Map displays for information retrievalJournal of the American Society for Information Science, 1997
- Visualizing search resultsPublished by Association for Computing Machinery (ACM) ,1996
- LifeLines: visualizing personal historiesPublished by Association for Computing Machinery (ACM) ,1996
- Visualization using timelinesPublished by Association for Computing Machinery (ACM) ,1994
- Visual information seekingPublished by Association for Computing Machinery (ACM) ,1994
- Spline Models for Observational DataPublished by Society for Industrial & Applied Mathematics (SIAM) ,1990