Applied cryptography (2nd ed.): protocols, algorithms, and source code in C
Applied cryptography (2nd ed.): protocols, algorithms, and source code in C
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
Data Mining and Knowledge Discovery
k-anonymity: a model for protecting privacy
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Secure and private sequence comparisons
Proceedings of the 2003 ACM workshop on Privacy in the electronic society
Privacy-preserving data linkage protocols
Proceedings of the 2004 ACM workshop on Privacy in the electronic society
Blocking-aware private record linkage
Proceedings of the 2nd international workshop on Information quality in information systems
ACM SIGKDD Explorations Newsletter
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data Engineering
Collective entity resolution in relational data
ACM Transactions on Knowledge Discovery from Data (TKDD)
A Comparison of Personal Name Matching: Techniques and Practical Issues
ICDMW '06 Proceedings of the Sixth IEEE International Conference on Data Mining - Workshops
Privacy-Preserving Data Linkage and Geocoding: Current Approaches and Research Directions
ICDMW '06 Proceedings of the Sixth IEEE International Conference on Data Mining - Workshops
Automatic record linkage using seeded nearest neighbour and support vector machine classification
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Parallelizing Record Linkage for Disclosure Risk Assessment
PSD '08 Proceedings of the UNESCO Chair in data privacy international conference on Privacy in Statistical Databases
A Hybrid Approach to Private Record Linkage
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Automatic training example selection for scalable unsupervised record linkage
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Automatically detecting criminal identity deception: an adaptive detection algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Towards scalable real-time entity resolution using a similarity-aware inverted index approach
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
A taxonomy of privacy-preserving record linkage techniques
Information Systems
An iterative two-party protocol for scalable privacy-preserving record linkage
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
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Geocoding is the process of matching addresses to geographic locations, such as latitudes and longitudes, or local census areas. In many applications, addresses are the key to geo-spatial data analysis and mining. Privacy and confidentiality are of paramount importance when data from, for example, cancer registries or crime databases is geocoded. Various approaches to privacy-preserving data matching, also called record linkage or entity resolution, have been developed in recent times. However, most of these approaches have not considered the specific privacy issues involved in geocode matching. This paper provides a brief introduction to privacy-preserving data and geocode matching, and using several real-world scenarios the issues involved in privacy and confidentiality for data and geocode matching are illustrated. The challenges of making privacy-preserving matching practical for real-world applications are highlighted, and potential directions for future research are discussed.