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2008 IEEE International Conference on Semantic Computing
Sentence Induced Transformations in "Conceptual" Spaces
August 04-August 07
ISBN: 978-0-7695-3279-0
ASCII Text
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Agnese Augello, Giorgio Vassallo, Salvatore Gaglio, Giovanni Pilato, "Sentence Induced Transformations in "Conceptual" Spaces," International Conference on Semantic Computing, pp. 34-41, 2008 IEEE International Conference on Semantic Computing, 2008.
 
 
BibTex
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@article{ 10.1109/ICSC.2008.74,
author = {Agnese Augello and Giorgio Vassallo and Salvatore Gaglio and Giovanni Pilato},
title = {Sentence Induced Transformations in "Conceptual" Spaces},
journal ={International Conference on Semantic Computing},
volume = {0},
year = {2008},
isbn = {978-0-7695-3279-0},
pages = {34-41},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICSC.2008.74},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - International Conference on Semantic Computing
TI - Sentence Induced Transformations in "Conceptual" Spaces
SN - 978-0-7695-3279-0
SP34
EP41
A1 - Agnese Augello,
A1 - Giorgio Vassallo,
A1 - Salvatore Gaglio,
A1 - Giovanni Pilato,
PY - 2008
KW - semantic space
KW - rotors
KW - clifford
VL - 0
JA - International Conference on Semantic Computing
ER -
 
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 tothe 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.
Index Terms:
semantic space, rotors, clifford
Citation:
Agnese Augello, Giorgio Vassallo, Salvatore Gaglio, Giovanni Pilato, "Sentence Induced Transformations in "Conceptual" Spaces," icsc, pp.34-41, 2008 IEEE International Conference on Semantic Computing, 2008
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