9783319212562 - SpringerBriefs in Computer Science   Operators for Similarity Search - Deepak P Prasad M Deshpande Kartoniert (TB)

EAN: 9783319212562

Produktdaten aktualisiert am: 19.02.2025
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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.

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