Abstract
Terms are pervasive in scientific and technical documents and their identification is a crucial issue for any application dealing with the analysis, understanding, generation, or translation of such documents. In particular, the ever-growing mass of specialized documentation available on-line, in industrial and governmental archives or in digital libraries, calls for advances in terminology processing for tasks such as information retrieval, cross-language querying, indexing of multimedia documents, translation aids, document routing and summarization, etc. This article presents a new domain of research and development in natural language processing (NLP) that is concerned with the representation, acquisition, and recognition of terms. It begins with presenting the basic notions about the concept of ‘terms’, ranging from the classical view, to the recent concepts. There are two main areas of research involving terminology in NLP, which are, term acquisition and term recognition. Finally, this article presents the recent advances and prospects in term acquisition and automatic indexing.
Keywords
Affiliated Institutions
Related Publications
TOWARDS AUTOMATIC INDEXING: AUTOMATIC ASSIGNMENT OF CONTROLLED‐LANGUAGE INDEXING AND CLASSIFICATION FROM FREE INDEXING
A number of techniques have been studied for the automatic assignment of controlled subject headings and classifications from free indexing. These techniques involve the automat...
Sentiment analyzer: extracting sentiments about a given topic using natural language processing techniques
We present sentiment analyzer (SA) that extracts sentiment (or opinion) about a subject from online text documents. Instead of classifying the sentiment of an entire document ab...
Indexing by latent semantic analysis
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (...
AUTOMATIC SEARCH TERM VARIANT GENERATION
The paper describes research designed to improve automatic pre‐coordinate term indexing by applying powerful general‐purpose language analysis techniques to identify term source...
ON THE SPECIFICATION OF TERM VALUES IN AUTOMATIC INDEXING
The existing practice in automatic indexing is reviewed, and it is shown that the standard theories for the specification of term values (or weights) are not adequate. New techn...
Publication Info
- Year
- 2012
- Type
- book
- Citations
- 95
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.1093/oxfordhb/9780199276349.013.0033