Advanced Signature Indexing for Multimedia and Web Applications

Softcover Nachdruck of the original 1. Auflage 2003
ISBN: 978-1-4613-4654-8
Verlag: Springer US

Buch, Englisch, Band 27, 194 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 341 g

Reihe: Advances in Database Systems

Advanced Signature Indexing for Multimedia and Web Applications presents the latest research developments in signature-based indexing and query processing, specifically in multimedia and Web domains. These domains now demand a different designation of hashing information in bit-strings (i.e., signatures), and new indexes and query processing methods. The book provides solutions to these issues and addresses the resulting requirements, which are not adequately handled by existing approaches. Examples of these applications include: searching for similar images, representing multi-theme layers in maps, recommending products to Web-clients, and indexing large Web-log files. Special emphasis is given to structure description, implementation techniques and clear evaluation of operations performed (from a performance perspective).

Advanced Signature Indexing for Multimedia and Web Applications is an excellent reference for professionals involved in the development of applications in multimedia databases or the Web and may also serve as a textbook for advanced level courses in database and information retrieval systems.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Manolopoulos, Yannis

Tousidou, Eleni

Nanopoulos, Alexandros

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Information Retrieval
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Informationstheorie, Kodierungstheorie
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein

Inhaltsverzeichnis

I Advanced Structures for Signatures.- 1. Introduction.- 2. Signature Indexing with Tree Structures.- 3. Hybrid Structures.- 4. Compression Techniques.- II Signature Indexing for Multimedia Applications.- 5. Representing Thematic Layers.- 6. Image Indexing and Retrieval with Signature Schemes.- III Signature Indexing for Web Applications.- 7. Retrieving Similar Web-User Behaviors.- 8. Storage and Querying of Large Web-Logs.- Addendum: Signatures in Mobile Computing and Data Warehousing.