Title :
Identification of Concepts in Text Using Dynamic Logic
Author :
Petrov, Sergey ; Muchnik, Ilya ; Streltsov, Simon ; Perlovsky, Leonid
Author_Institution :
LongShortWay Inc., Cambridge, MA
fDate :
April 30 2007-May 3 2007
Abstract :
Identification of concepts in a text depends on the text representation, concept representation, and identification methods. Paper describes all three components: creation of synonymless vocabulary, text transformation, representation of concepts by their models, optimization of these models, and concept identification with dynamic logic that is a general method of reducing computational complexity of combinatorial problems.
Keywords :
combinatorial mathematics; computational complexity; computational linguistics; formal logic; text analysis; combinatorial problem; computational complexity; concept representation; concepts identification; dynamic logic; optimization; synonymless vocabulary; text representation; text transformation; Brain modeling; Computational complexity; Dictionaries; Laboratories; Logic; Optimization methods; Statistics; Testing; Text analysis; Vocabulary;
Conference_Titel :
Integration of Knowledge Intensive Multi-Agent Systems, 2007. KIMAS 2007. International Conference on
Conference_Location :
Waltham, MA
Print_ISBN :
1-4244-0944-6
Electronic_ISBN :
1-4244-0945-4
DOI :
10.1109/KIMAS.2007.369830
