Classification of scientific publications according to library controlled vocabularies

Classification of scientific publications according to library controlled vocabularies: A new concept matching-based approach

Classification of Scientific Publications using Swarm Intelligence

Document classification is an important task in data mining. Currently, identifying category (i.e., topic) of a scientific publication is a manual task. The Association for Computing Machinery Computing Classification System (ACM CCS) is most wildly used multi-level taxonomy for scientific document classification. Correct classification becomes difficult with an increase in number of levels as ...

Design of Controlled Vocabularies

Language is the chief embodiment of information and it is, therefore, not surprising that in the information age, a new importance should attach to language. The 1980s have been called ‘‘the decade of language.’’ Worldwide the present publication of language tools, such as dictionaries, glossaries, and thesauri, is proceeding at the rate of 500 per month and there now exist over 10,000 vocabula...

Learning to Annotate Scientific Publications

Annotating scientific publications with keywords and phrases is of great importance to searching, indexing, and cataloging such documents. Unlike previous studies that focused on usercentric annotation, this paper presents our investigation of various annotation characteristics on service-centric annotation. Using a large number of publicly available annotated scientific publications, we charac...

Automatic Translation to Controlled Medical Vocabularies

In the medical domain, over the centuries several controlled vocabularies have emerged with the goal of mapping semantically equivalent terms such as fever, pyrexia, hyperthermia, and febrile on the same (numerical) value. Translating unstructured natural language texts or verbatims produced by healthcare professionals to categories defined by a controlled vocabulary is a hard problem, mostly s...