DocumentCode :
470016
Title :
Managing Mathematical Texts with OWL and Their Graphical Representation
Author :
Jeschke, Sabina ; Wilke, Marc ; Natho, Nicole ; Pfeiffer, Olivier
Author_Institution :
Univ. of Stuttgart, Stuttgart
fYear :
2008
fDate :
7-10 Jan. 2008
Firstpage :
330
Lastpage :
330
Abstract :
Mathematical knowledge contained in scientific digital publications poses a challenge for intelligent retrieval mechanisms. Many current approaches use statistical (e.g. Google) or natural language processing methods to find correlations in texts and annotate texts semantically. However both kinds of approaches face the problem of extracting and processing knowledge from mathematical equations. The presented system is based on natural language processing techniques, and benefits from characteristic linguistic structures defined by the language used in mathematical texts. It accumulates extracted information snippets from texts, symbols, and equations in knowledge bases. These knowledge bases provide the foundation for the information retrieval. This article describes the concepts and the prototypical technical implementation.
Keywords :
Internet; information retrieval; knowledge based systems; knowledge representation languages; mathematics computing; natural language processing; ontologies (artificial intelligence); scientific information systems; text analysis; OWL; characteristic linguistic structures; graphical representation; information retrieval; intelligent retrieval mechanism; knowledge base; mathematical texts; natural language processing; scientific digital publications; Books; Data mining; Equations; Information retrieval; Knowledge management; Logic; Mathematical model; Natural language processing; OWL; Ontologies;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Hawaii International Conference on System Sciences, Proceedings of the 41st Annual
Conference_Location :
Waikoloa, HI
ISSN :
1530-1605
Type :
conf
DOI :
10.1109/HICSS.2008.241
Filename :
4439035
Link To Document :
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