DocumentCode
3023525
Title
Semantic analysis of matrix structures
Author
Sexton, Alan P. ; Sorge, Volker
Author_Institution
Sch. of Comput. Sci., Birmingham Univ., UK
fYear
2005
fDate
29 Aug.-1 Sept. 2005
Firstpage
1141
Abstract
The automatic interpretation of mathematical text structures has received only limited attention so far. While there has been work on the particularities of the character recognition of two dimensional formulas such as matrices in texts, very little has been done on exploiting their additional semantics in order to make them available for further processing. We present an algorithm that provides the interface between the recognition of matrix expressions and their concrete interpretation as mathematical objects. Given an underspecified matrix representation as they commonly appear in textbooks, containing ellipses and fill symbols, our algorithm extracts the semantic information contained. Matrices are interpreted as a collection of regions that can be interpolated with a particular term structure. The effectiveness of our algorithm can be demonstrated by its ability to derive concrete instances for the processed matrix representations in a symbolic computation system.
Keywords
character recognition; matrix algebra; character recognition; mathematical object interpretation; mathematical text structure automatic interpretation; matrix expression recognition; matrix representation; matrix structures; semantic analysis; semantic information extraction; symbolic computation system; text matrix; Character recognition; Computer science; Concrete; Data mining; Image analysis; Image recognition; Mathematics; Text analysis; Text recognition; Uniform resource locators;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on
ISSN
1520-5263
Print_ISBN
0-7695-2420-6
Type
conf
DOI
10.1109/ICDAR.2005.214
Filename
1575722
Link To Document