AutoDict: Automated Dictionary Discovery

@article{Chiang2012AutoDictAD,
  title={AutoDict: Automated Dictionary Discovery},
  author={Fei Chiang and Periklis Andritsos and Erkang Zhu and Ren{\'e}e J. Miller},
  journal={2012 IEEE 28th International Conference on Data Engineering},
  year={2012},
  pages={1277-1280}
}
An attribute dictionary is a set of attributes together with a set of common values of each attribute. Such dictionaries are valuable in understanding unstructured or loosely structured textual descriptions of entity collections, such as product catalogs. Dictionaries provide the supervised data for learning product or entity descriptions. In this demonstration, we will present AutoDict, a system that analyzes input data records, and discovers high quality dictionaries using information… CONTINUE READING

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