Automatic Indexing and Abstracting of Document Texts [electronic resource]

• Tác giả: Marie-Francine Moens
• ISBN-13: 978-0306470172
• Ký hiệu phân loại: 025.04 Information storage and retrieval systems
• Thông tin xuất bản: New York, NY : Springer US : Imprint: Springer, 2002.
• Mô tả vật lý: XVI, 266 p. , online resource.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 316589
• Chủ đề: 1. Artificial intelligence; 2. Data structures (Computer science); 3. Information storage and retrieval systems; 4. Information theory; 5. Natural language processing (Computer science)

Tóm tắt

Automatic Indexing and Abstracting of Document Texts summarizes the latest techniques of automatic indexing and abstracting, and the results of their application. It also places the techniques in the context of the study of text, manual indexing and abstracting, and the use of the indexing descriptions and abstracts in systems that select documents or information from large collections. Important sections of the book consider the development of new techniques for indexing and abstracting. The techniques involve the following: using text grammars, learning of the themes of the texts including the identification of representative sentences or paragraphs by means of adequate cluster algorithms, and learning of classification patterns of texts. In addition, the book is an attempt to illuminate new avenues for future research. Automatic Indexing and Abstracting of Document Texts is an excellent reference for researchers and professionals working in the field of content management and information retrieval.