The process of formation by an artist of an art concept for the
production of a new series of artwork has not yet been
empirically elucidated. The goal of this study is to describe
the process of art concept formation by a contemporary artist
through quantitative analyses of a text corpus based on
interviews with the artist. From an analysis of the frequency
of occurrence of items of vocabulary in the interview data and
the TF-IDF (term frequency–inverse document frequency),
we find that the second of three phases in the artist's creative
process was the most critical for the formation of the art
concept, as also shown in our previous qualitative study.
Further, based on an analysis of co-occurrence frequencies of
words, the structure of the art concept is deduced from the
importance of co-occurring vocabulary. By means of
visualizing the network of co-occurrence analysis, it is
clarified that the feature words "The Large Glass" functioned
in the first phase as the medium for dividing the structure of
the concept into two parts. In the second phase, these two
parts of the structure became integrated into one. In the last
phase, the structure of the concept was elaborated on with the
revived feature words, "White Noise" and "Duchamp".