Pay-as-you-go entity resolution

SE Whang, D Marmaros… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
… In this paper, we explore a pay-as-you-go approach to entity resolution, where we obtain
partial results “gradually” as we perform resolution, so we can at least get some results faster. …

Pay-as-you-go configuration of entity resolution

R Maskat, NW Paton, SM Embury - Transactions on Large-Scale Data-and …, 2016 - Springer
… Section 3 describes our approach to pay-as-you-go entity resolution, which is then evaluated
in Sect. 4. An approach to addressing the computational overheads of the approach is …

Challenging Data Models and Data Confidentiality Through “Pay-As-You-Go” Approach Entity Resolution

E Laxmi Lydia, TV Madhusudhana Rao… - Computer Networks, Big …, 2021 - Springer
… To fill the gap of existing system in this paper, an entity resolution (ER) problem that addresses
records in databases referring to a certain complex real-world entity. Related to the recent …

[PDF][PDF] Data integration and data privacy through “pay-as-you-go” approach

EL Lydia, R PandiSelvam, R Saranya… - Int. J. Emerg …, 2019 - researchgate.net
resolved the problem of Entity resolution(… of Entity Resolution, which is resolved by the
ER techniques at large databases. This paper introduced the implementation of the “pay-as-yougo

Pay-less entity consolidation: exploiting entity search user feedbacks for pay-as-you-go entity data integration

T Tran, Y Ma, G Cheng - Proceedings of the 4th Annual ACM Web …, 2012 - dl.acm.org
… IN ENTITY SEARCH In this section, we present our work on pay-as-you-go entity … We
incorporate the consolidation task into the entity search process so that users implicitly contribute to …

[BOOK][B] Pay-As-You-Go Instance-Level Integration

R Maskat - 2016 - search.proquest.com
… We tested our strategy on three public data sets commonly used by the entity resolution
community. The variants explore optimisation by weights only, weights and parameters, and post …

[BOOK][B] On techniques for pay-as-you-go data integration of linked data

K Christodoulou - 2015 - search.proquest.com
… It consists of an identity resolution component to augment the WoD with additional RDF …
determine whether an entity is known to the system. The identity resolution component takes as …

Pay-as-you-go data integration: Experiences and recurring themes

NW Paton, K Belhajjame, SM Embury… - SOFSEM 2016: Theory …, 2016 - Springer
… with pay-as-you-go data integration, providing a framework that can be used to compare or
develop pay-as-you-go … to characterise the pay-as-you-go configuration of entity resolution. …

Pay-as-you-go data integration for linked data: opportunities, challenges and architectures

NW Paton, K Christodoulou, AAA Fernandes… - Proceedings of the 4th …, 2012 - dl.acm.org
… and resolution of format inconsistencies in value representation, handling of inconsistent
structural representations for related concepts, entity resolution)… research in pay-as-you-go data …

Pay-as-you-go reconciliation in schema matching networks

QVH Nguyen, TT Nguyen, Z Miklós… - 2014 IEEE 30th …, 2014 - ieeexplore.ieee.org
… This paper focuses on schema matching, yet, the proposed pay-as-you-go approach can
be applied to other data integration tasks such as entity resolution, matching of conceptual …