T-PATTERNS, THEME AND THE OBSERVER
M.S. Magnusson
Human Behavior Laboratory, University of Iceland, Reykjavik, Iceland
When measuring or analyzing continuous behavior records involving
real-time - for example looking for cyclical organization, typical
sequences and syntax, or behavioral profiles - it may be useful to
consider the possible presence of repeated hidden structures which may
be complex and of as yet unknown kinds. One basic type of hierarchical
time pattern, called a T-pattern, and the corresponding detection and
analysis software, Theme,
is proposed for the detection of hidden behavior patterns.
T-patterns are probabilistic, repeated, recursive (self-similar and hierarchical)
synchronic and/or sequential structures that may involve any number of individuals and
behavioral, physiological and/or environmental event types. Other structural types are
derived from the T-pattern type:
- T-markers are T-pattern components that indicate strongly the presence of particular
T-patterns.
- A T-satellite is positively or negatively associated to, but not a component of, a
T-pattern.
- A T-packet is a T-pattern with its satellites.
- T-alternation groups are sets of alternating mutually exclusive T-patterns or
T-packets within a behavioral stream.
The search algorithm is described. Its main aspects are (1) detection
of critical interval relations between pairs of time point series and
(2) pattern construction, competition and selection. Examples of
T-patterns detected in human interaction studies are presented
including behavior coded with The Observer.
Paper presented at Measuring Behavior '96, International Workshop on Methods and Techniques in Behavioral Research, 16-18 October 1996, Utrecht, The Netherlands