De-duplication of aggregation authority files Online publication date: Wed, 24-Oct-2012
by P. Manghi; M. Mikulicic; C. Atzori
International Journal of Metadata, Semantics and Ontologies (IJMSO), Vol. 7, No. 2, 2012
Abstract: This paper presents PACE (Programmable Authority Control Engine), an authority control tool conceived to maintain 'aggregation authority files'. These are obtained as continuous aggregations of records originating from a variable set of information systems with heterogeneous and duplicated content. To facilitate record deduplication in the presence of such heterogeneity and dynamicity, PACE user interfaces enable an iterative curation process, where data curators can: (i) configure algorithms for the identification of record duplicates; (ii) open work sessions where algorithm configurations can be run and evaluated; (iii) merge the identified record duplicates to disambiguate the authority file and (iv) repeat this cycle several times. PACE supports a tunable probabilistic similarity measure and performs record matching with a customisable variation of the sorted neighbourhood heuristic. Finally, it addresses the underlying performance and scalability issues by exploiting multi-core parallel processing and Cassandra's storage systems, to support I/O performances that scale up linearly with the number of records.
Online publication date: Wed, 24-Oct-2012
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Metadata, Semantics and Ontologies (IJMSO):
Login with your Inderscience username and password:
Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.
If you still need assistance, please email email@example.com