@inproceedings{arasu2008transformation-based, author = {Arasu, Arvind and Chaudhuri, Surajit and Kaushik, Raghav}, title = {Transformation-based Framework for Record Matching}, booktitle = {Proceedings of the 24th International Conference on Data Engineering, ICDE 2008}, year = {2008}, month = {June}, abstract = {Today's record matching infrastructure does not allow a flexible way to account for synonyms such as "Robert" and "Bob" which refer to the same name, and more general forms of string transformations such as abbreviations. We propose a programmatic framework of record matching that takes such user-defined string transformations as input. To the best of our knowledge, this is the first proposal for such a framework. This transformational framework, while expressive, poses significant computational challenges which we address. We empirically evaluate our techniques over real data.}, publisher = {IEEE Computer Society}, url = {http://approjects.co.za/?big=en-us/research/publication/transformation-based-framework-for-record-matching/}, edition = {Proceedings of the 24th International Conference on Data Engineering, ICDE 2008}, }