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AspenPlus: ASP-based Implementation for Collective Entity Resolution with Global and Local Merges

This is an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the classical relational database setting, capable of performing both global and local merges. With such an approach, users can specify hard and soft rules to specify conditions under which pairs of entity references and pairs of values must or may be merged, together with denial constraints that enforce the consistency of the resulting instance. Using this implementation, users can input their own ASP encoding with respect to an input relational database.

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Additional Info
Field Value
Accessibility Both
AccessibilityMode OnLine Access
Associate Project FAIR
Associate Project FAIR
Basic rights Download
CreationDate 2025-09-11
Creator Cima, Gianluca, cima@diag.uniroma1.it, orcid.org/0000-0003-1783-5605
Field/Scope of use Non-commercial only
Group Others
Owner Cima, Gianluca, cima@diag.uniroma1.it, orcid.org/0000-0003-1783-5605
Programming Language Python
RelatedPaper Advances in Logic-Based Entity Resolution: Enhancing ASPEN with Local Merges and Optimality Criteria
SoBigData Node SoBigData EU
Sublicense rights No
Territory of use World Wide
Thematic Cluster Other
system:type Method
Management Info
Field Value
Author Cima Gianluca
Maintainer Cima Gianluca
Version 1
Last Updated 16 September 2025, 08:36 (CEST)
Created 16 September 2025, 08:36 (CEST)