What can be improved in sciencemetrics — near-duplicates and plagiarism detection in scientific publications

We conduct the analysis of scientometrics methods, consider their advantages and disadvantages, discuss a new, rather promising, line of development. We suggest applying the methods of near-duplicates and plagiarism detection in scientometric analysis. We give some results of processing a big array of research papers, and provide examples of uncovered near-duplicates.