A document management methodology based on similarity contents

A document management methodology based on similarity contents

The advent of the WWW and distributed information systems have made it possible to share documents between di erent users and organisations. However, this has created many problems related to the security, accessibility, right and most importantly the consistency of documents. It is important that the people involved in the documents management process have access to the most up-to-date version...

A Method for Maintaining Document Consistency Based on Similarity Contents

Word Semantic Similarity based on document title

Learning a concept-based document similarity measure

Document similarity measures are crucial components of many text-analysis tasks, including information retrieval, document classification, and document clustering. Conventional measures are brittle: They estimate the surface overlap between documents based on the words they mention and ignore deeper semantic connections. We propose a new measure that assesses similarity at both the lexical and ...

Efficient Graph-Based Document Similarity

Assessing the relatedness of documents is at the core of many applications such as document retrieval and recommendation. Most similarity approaches operate on word-distribution-based document representations fast to compute, but problematic when documents differ in language, vocabulary or type, and neglecting the rich relational knowledge available in Knowledge Graphs. In contrast, graph-based...