Intensional negative adjectives alleged, artificial, fake, false, form
er, and toy are unusual adjectives that depending on context may or ma
y not be restricting functions. A formal theory of their semantics, pr
agmatics, and context that uniformly accounts for their complex mathem
atical and computational characteristics and captures some peculiariti
es of individual adjectives is presented. Such adjectives are formaliz
ed as new concept builders, negation-like functions that operate on th
e values of intensional properties of the concepts denoted by their ar
guments and yield new concepts whose intensional properties have value
s consistent with the negation of the old values. Understanding these
new concepts involves semantics, pragmatics and context-dependency of
natural language. It is argued that intensional negative adjectives ca
n be viewed as a special-purpose, weaker, context-dependent negation i
n natural language. The theory explains and predicts many inferences l
icensed by expressions involving such adjectives. Implementation of sa
mple examples demonstrates its computational feasibility. Computation
of context-dependent interpretation is discussed. The theory allows on
e to enhance a knowledge representation system with similar concept bu
ilding, negation-like, context-dependent functions, the availability o
f which appears to be a distinct characteristic of natural languages.