Temporal data

Temporal data refers to a series of data originating in one concept (stochastic variable) yet varying over time and ordered accordingly.

Definitions

Temporal data is data that varies over time.

[Jensen and Snodgrass, 1999]

A temporal data denotes the evolution of an object characteristic over a period of time.

[Daassi and Nigay, 2004]

Time dependent data is characterized by data elements being a function of time. In general, data takes the form

d = f(t)

For data defined at discrete time stamps t_i, this relation can be represented as:

D = {(t₁, d₁),( t₂, d₂), ..., (t_n, d_n)}

where

d_i = f(t_i)

[Müller and Schumann, 2003]

Remarks

Applying exploratory (esp. timelines) as well as confirmatory methods, temporal data can be used to analyze the influence of time on a certain variable.

Synonyms

• temporal data
• time-oriented data
• time-varying data
• time-dependent data

References

• [Daassi and Nigay, 2004]: Daassi, Chaouki and Nigay, Laurence and Fauvet, Marie-Christine, Visualization Process of Temporal Data, Lecture Notes in Computer Science, 3180, Springer-Verlag Heidelberg, 2004.
• [Jensen and Snodgrass, 1999]: Jensen, Christian S. and Snodgrass, Richard T., Temporal Data Management, IEEE Transactions on Knowledge and Data Engineering, 11:36-44, 1999.