6533b7d5fe1ef96bd1265185
RESEARCH PRODUCT
Sentence Induced Transformations in Conceptual Spaces
Giorgio VassalloGiovanni PilatoSalvatore GaglioA. Augellosubject
Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniSequenceComputer sciencebusiness.industryLatent semantic analysisChatbots conceptual spaces LSA semantic computingWord processingData_MISCELLANEOUScomputer.software_genreGeometric algebraSemantic role labelingOrthonormal basisArtificial intelligencebusinesscomputerNatural languageNatural language processingSentencedescription
The proposed work illustrates how "primitive concepts" can be automatically induced from a text corpus. The primitive concepts are identified by the orthonormal axis of a "conceptual" space induced by a methodology inspired to the latent semantic analysis approach. The methodology represents a natural language sentence by means of a set of rotations of an orthonormal basis in the "conceptual"space. The rotations, triggered by the sequence of words composing the sentence and realized by means of geometric algebra rotors, allow to highlight "conceptual" relations that can arise among the primitive concepts.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2008-08-01 |