Terminological Variation, a Means of Identifying Research Topics from Texts

After extracting terms from a corpus of titles and s in English, syntactic variation relations are identified amongst them in order to detect research topics. Three types of syntactic variations were studied : permutation, expansion and substitution. These syntactic variations yield other relations of formal and conceptual nature. Basing on a distinction of the variation relations according to the grammatical function affected in a term - head or modifier - term variants are first clustered into connected components which are in turn clustered into classes. These classes relate two or more components through variations involving a change of head word, thus of topic. The graph obtained reveals the global organisation of research topics in the corpus. A clustering method has been built to compute such classes of research topics.

• Type: Conference
• Year: 1998
• Where: ACL
• Authors: Fidelia Ibekwe-Sanjuan
• Keywords: ACL 1998, ACL 2007, Research Topics, Syntactic Variation Relations, Syntactic Variations