论文信息 - Ambiguity spotting using wordnet semantic similarity in support to recommended practice for Software Requirements Specifications

Ambiguity spotting using wordnet semantic similarity in support to recommended practice for Software Requirements Specifications

Word Sense Disambiguation is a crucial problem in documents whose purpose is to serve as specifications for automatic systems. The combination of different techniques of Natural Language Processing can help in this task. In this paper, we show how to detect ambiguous terms in Software Requirements Specifications. And we propose a computer-aided method that signals the reader for possibly ambiguous usage of terms. The method uses compound term measure (C-value), WordNet semantic similarity (WordNet wup_similarity) and a proposed semantic similarity measure between sentences.

Yves Lepage | Jin Matsuoka | Y. Lepage | Jin Matsuoka

[1] Susan T. Dumais,et al. Enhancing Performance in Latent Semantic Indexing (LSI) Retrieval , 1990 .

[2] Bashar Nuseibeh,et al. Automatic detection of nocuous coordination ambiguities in natural language requirements , 2010, ASE '10.

[3] Barbara Paech,et al. Detecting Ambiguities in Requirements Documents Using Inspections , 2001 .

[4] Michael McGill,et al. Introduction to Modern Information Retrieval , 1983 .

[5] Hideki Mima,et al. Automatic recognition of multi-word terms:. the C-value/NC-value method , 2000, International Journal on Digital Libraries.

[6] Marine Carpuat,et al. Improving Statistical Machine Translation Using Word Sense Disambiguation , 2007, EMNLP.

[7] Dekang Lin,et al. An Information-Theoretic Definition of Similarity , 1998, ICML.

[8] Martha Palmer,et al. Verb Semantics and Lexical Selection , 1994, ACL.

[9] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[10] Rada Mihalcea,et al. Measuring the Semantic Similarity of Texts , 2005, EMSEE@ACL.

[11] Michael E. Lesk,et al. Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone , 1986, SIGDOC '86.