Visualizing queries on databases of temporal histories: new metaphors and their evaluation

A crucial component for turning any temporal reasoning system into a real-world application that can be adopted by a wide base of users is given by its user interface. After analyzing and discussing the state of the art for the visualization of temporal intervals and relations, this paper proposes three new solutions to the problem of visualizing temporal intervals and their relations for querying databases containing several histories. The metaphors exploited in the proposed visual vocabularies are based on real-world, concrete objects, such as strips, springs, weights, and wires. We discuss the expressivity of the visual vocabularies with respect to the well-known Allen's Interval Algebra. A method for mapping queries composed by the visual vocabularies into SQL queries is then described and discussed. The proposed solutions were evaluated with two proper user studies: the first focused on determining which of the adopted metaphors are more frequently perceived and understood in a correct way and was based on a questionnaire; the second considered the two solutions which scored better in the first phase and studied them with a more thorough experiment, which was also based on user interfaces implementing the two proposals. The visual vocabulary which provided the best results has been adopted in a medical system for visual querying clinical temporal databases.

[1]  Yuval Shahar,et al.  Knowledge-based temporal abstraction in clinical domains , 1996, Artif. Intell. Medicine.

[2]  Luca Chittaro,et al.  Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors , 2001, AIME.

[3]  Peter van Beek,et al.  Exact and approximate reasoning about temporal relations 1 , 1990, Comput. Intell..

[4]  Ben Shneiderman,et al.  Readings in information visualization - using vision to think , 1999 .

[5]  Christian S. Jensen,et al.  Temporal Data Management , 1999, IEEE Trans. Knowl. Data Eng..

[6]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[7]  Ben Shneiderman,et al.  The eyes have it: a task by data type taxonomy for information visualizations , 1996, Proceedings 1996 IEEE Symposium on Visual Languages.

[8]  Edward R. Tufte,et al.  The Visual Display of Quantitative Information , 1986 .

[9]  Marc Alexa,et al.  Visualizing time-series on spirals , 2001, IEEE Symposium on Information Visualization, 2001. INFOVIS 2001..

[10]  P. Fayers,et al.  The Visual Display of Quantitative Information , 1990 .

[11]  Christian Freksa,et al.  Temporal Reasoning Based on Semi-Intervals , 1992, Artif. Intell..

[12]  Tiziana Catarci,et al.  Visual query operators for temporal databases , 1997, Proceedings of TIME '97: 4th International Workshop on Temporal Representation and Reasoning.

[13]  R. Allan Reese,et al.  Practical Nonparametric Statistics , 1983 .

[14]  Elke A. Rundensteiner,et al.  User interface evaluation of a direct manipulation temporal visual query language , 1997, MULTIMEDIA '97.

[15]  Kent L. Norman,et al.  Development of an instrument measuring user satisfaction of the human-computer interface , 1988, CHI '88.

[16]  John David N. Dionisio,et al.  MQuery: A Visual Query Language for Multimedia, Timeline and Simulation Data , 1996, J. Vis. Lang. Comput..

[17]  B. Marx The Visual Display of Quantitative Information , 1985 .

[18]  Francesco Pinciroli,et al.  Visualizing Temporal Clinical Data on the WWW , 1999, AIMDM.

[19]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[20]  Yuval Shahar,et al.  Model-based visualization of temporal abstractions , 1998, Proceedings. Fifth International Workshop on Temporal Representation and Reasoning (Cat. No.98EX157).

[21]  Ben Shneiderman,et al.  LifeLines: visualizing personal histories , 1996, CHI.

[22]  Silvia Miksch,et al.  Metaphors of movement: a visualization and user interface for time-oriented, skeletal plans , 2001, Artif. Intell. Medicine.

[23]  M. F. Fuller,et al.  Practical Nonparametric Statistics; Nonparametric Statistical Inference , 1973 .

[24]  Luca Chittaro,et al.  Information visualization and its application to medicine , 2001, Artif. Intell. Medicine.

[25]  Michael G. Kahn,et al.  The visual display of temporal information , 1991, Artif. Intell. Medicine.