It is possible to perform topic analysis by combining an existing word extraction method (e.g., tf-idf) and an existing text seg-mentation method (e.g., TextTiling).
one can extract key words from a text using tf-idf, view these extracted key words as topics, segment the text into blocks using TextTiling, and estimate the distribution of topics (key words) within each block.