This book provides a comprehensive tutorial on similarity operators. The authors systematically survey the set of similarity operators, primarily focusing on their semantics, while also touching upon mechanisms for processing them effectively.
The book starts off by providing introductory material on similarity search systems, highlighting the central role of similarity operators in such systems. This is followed by a systematic categorized overview of the variety of similarity operators that have been proposed in literature over the last two decades, including advanced operators such as RkNN, Reverse k-Ranks, Skyline k-Groups and K-N-Match.
Since indexing is a core technology in the practical implementation of similarity operators, various indexing mechanisms are summarized. Finally, current research challenges are outlined, so as to enable interested readers to identify potential directions for future investigations.
In summary, this book offers a comprehensive overview of the field of similarity search operators, allowing readers to understand the area of similarity operators as it stands today, and in addition providing them with the background needed to understand recent novel approaches.| ISBN: | 9783319212562 |
| Publication date: | 27th July 2015 |
| Author: | Deepak P, Prasad M Deshpande |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 115 pages |
| Series: | SpringerBriefs in Computer Science |
| Genres: |
Information retrieval Maths for computer scientists Expert systems / knowledge-based systems Artificial intelligence Discrete mathematics Data warehousing Data mining |
This book provides a comprehensive tutorial on similarity operators. The authors systematically survey the set of similarity operators, primarily focusing on their semantics, while also touching upon mechanisms for processing them effectively.The book starts off by providing introductory material on similarity search systems, highlighting the central role of similarity operators in such systems.
Operators for Similarity Search features in the following genres: Information retrieval, Maths for computer scientists, Expert systems / knowledge-based systems, Artificial intelligence, Discrete mathematics, Data warehousing, Data mining
Paperback. Not Available.
Operators for Similarity Search was written by Deepak P, Prasad M Deshpande and published by Springer an imprint of Springer International Publishing
Operators for Similarity Search has 115 pages
Yes it is part of SpringerBriefs in Computer Science series