Further development of automatic indexing processes
For sophisticated applications, especially in the area of LifeSciences, automatic indexing processes do not achieve the quality of manual text analysis. They may, however, be continually improved by adapting to high-quality manually created results. With its long years of experience, GIMD is able to use automated processes in high-quality indexing and to contribute to their further development.
Project duration: ongoing
Automatic indexing processes have been used in the most diverse fields for many years. Yet, particularly in the area of LifeSciences, the indexing machines used so far are still not sufficiently mature. The benefits of manual indexing over automated procedures primarily consist in receptive reading, the filtering of relevant information, and, as a result, in greater precision. In addition, manual procedures can also index matters not explicitly named in the respective article or inaccessible to automatic cataloging due to the use of synonyms.
The effectivity of an automatic indexing system may be continually improved, predominately by the adaption of indexing results to high-quality manual indexing. By comparing different indexing results, specific algorithms may be developed, which will increase the precision of the automatic process. The more articles are analyzed and compared, the more finely the specificity of the system may be adjusted.
Automated processes may always involve the problem of generating ballast information, and receptive, in-depth text comprehension does not appear possible at the moment. Still, there are meaningful applications of automatic procedures. By a combination of automatic and manual indexing, we have the long-term hope to be able to offer an even more efficient service to our clients.
In the area of content-based cataloging of scientific literature in Medicine and Pharmacy, we have acquired long-term experience and extremely high competence. We are therefore in a position to test the efficiency of automated processes as quality controllers, to assess them, and to contribute to their further development.