A supervised method for lexical annotation of schema labels based on wikipedia

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Abstract

Lexical annotation is the process of explicit assignment of one or more meanings to a term w.r.t. a sense inventory (e.g., a thesaurus or an ontology). We propose an automatic supervised lexical annotation method, called ALA TK (Automatic Lexical Annotation -Topic Kernel), based on the Topic Kernel function for the annotation of schema labels extracted from structured and semi-structured data sources. It exploits Wikipedia as sense inventory and as resource of training data. © 2012 Springer-Verlag.

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Sorrentino, S., Bergamaschi, S., & Parmiggiani, E. (2012). A supervised method for lexical annotation of schema labels based on wikipedia. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7532 LNCS, pp. 359–368). https://doi.org/10.1007/978-3-642-34002-4_28

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