Receptor: a Platform for Exploring Latent Relations in Sensitive Documents

Narvala, H., McDonald, G. and Ounis, I. (2020) Receptor: a Platform for Exploring Latent Relations in Sensitive Documents. In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 Jul 2020, pp. 2161-2164. ISBN 9781450380164 (doi:10.1145/3397271.3401407)

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Abstract

Many government and public organisations have a requirement to release their official documents to the public and therefore need to review such documents to identify and protect any sensitive information that they contain. When reviewing a document for sensitivity, reviewers often use information from other documents within the collection to assist in their decisions. It can be difficult for the reviewers to find related documents in large digital collections when they are performing sensitivity review. Receptor is a new solution that aims to provide sensitivity reviewers with the ability to explore a collection of documents to discover latent relations, between for example entities and events, that can be a reliable indicator of sensitive information. The system provides novel scalable graph search and exploration functionalities as well as interactive visualisations of the latent relations between related entities, events, and documents to enable users to identify hidden patterns of sensitivity.

Item Type:Conference Proceedings
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:McDonald, Dr Graham and Narvala, Hitarth and Ounis, Professor Iadh
Authors: Narvala, H., McDonald, G., and Ounis, I.
College/School:College of Science and Engineering > School of Computing Science
ISBN:9781450380164
Published Online:25 July 2020
Copyright Holders:Copyright © 2020 Association for Computing Machinery
First Published:First published in SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval: 2161-2164
Publisher Policy:Reproduced in accordance with the publisher copyright policy
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