Formation of the Characteristic Word Sets for the Optimization of Information Retrieval Processes

This paper suggests that the principal component analysis can be applied to the corpus of scientific texts to determine the characteristic set of words revealing the stage of scientific advance. The main words attributed to the progress in applied and fundamental science are extracted and the respective verb sets are formed. The possibility of these sets application in the information retrieval is discussed.