Spotsigs: robust and efficient near duplicate detection in large web collections... The contributions of SpotSigs are twofold: 1) by combining stopword antecedents with short chains of adjacent content terms, we create robust document signatures with a natural ability to filter out noisy components of Web pages that would otherwise distract pure n-gram-based approaches such as Shingling; 2) we provide an exact and efficient, selftuning matching algorithm that exploits a novel combination of collection partitioning and inverted index pruning for high-dimensional...
Information managementsyntActic similarity, enterprise information management, performance modeling, shingling algorithms, content-based chunking algorithms....
Template induction over unstructured email corpora... We evaluate this method against an industry-standard approach for finding similar content based on shingling, running both algorithms over two corpora: a synthetically created email corpus for a high level of experimental control, as well as user-generated emails from the well-known...
Detection and prevention of sensitive data from data leak using shingling and rabin filter... This work suggests use of shingling and rabin filter system performs Data Leak Detection (DLD) and Prevention task....
