Intellectual analysis of scientific publications and the current state of science

This paper outlines problems of identification of advancing scientific researches. Theoretical perspectives and scientometric approaches to the essence, orientation, and productivity of science are analyzed in the context of temporal evolution. Possibility is justified of development of a new approach to measure importance of scientific papers and the output of scientists and research teams. The approach is based on intellectual analysis of text.