Abstract
Finding required information in a library of mathematics can be problematic, just as in any other library. However, so far, there are no strong search methods based on the semantics of formal mathematics. This paper describes a new approach based on latent semantic indexing (LSI). Using this, the semantics of terms need not be explicitly defined but is indirectly inferred from a body of documents in which the terms occur. The Mizar library is used as it is a substantial resource of formal mathematics. The system described in the paper adapts Mizar articles to produce an appropriate body of documents that can be used by LSI. Preliminary tests suggest that this approach is able to provide a useful mechanism for the search and retrieval of formal mathematics.
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Asperti, A., Buchberger, B., Davenport, J.H.: MKM 2003. LNCS, vol. 2594. Springer, Heidelberg (2003)
Bancerek, G., Rudnicki, P.: Information Retrieval in MML. In: [1], pp. 119–132 (2003)
Bancerek, G.: Sequences of ordinal numbers. Formalized Mathematics 1(2), 281–290 (1990)
Bancerek, G.: Tarski’s classes and ranks. Formalized Mathematics 1(3), 563–567 (1990)
Baumgartner, P., Furbach, U.: Automated Deduction Techniques for the Management of Personalized Documents. Annals of Mathematics and Art. Intelligence 38, 211–288 (2003)
Berry, M.W., Dumais, S.: Latent Semantic Indexing Web Site (accessed March 29, 2004), http://www.cs.utk.edu/~lsi
Byliński, C.: The modification of a function by a function and the iterations of the composition of a function. Formalized Mathematics 1(3), 521–527 (1990)
Cairns, P., Gow, J.: Using and parsing the Mizar language. Electronic Notes in Theoretical Computer Science, vol. 93, pp. 60–69. Elsevier, Amsterdam (2004)
Delahaye, D.: Information Retrieval in a Coq Proof Library Using Type Isomorphisms. In: Coquand, T., Nordström, B., Dybjer, P., Smith, J. (eds.) TYPES 1999. LNCS, vol. 1956, pp. 131–147. Springer, Heidelberg (2000)
Giles, J.T., Wo, L., Berry, M.W.: GTP (General Text Parser) software for text mining. In: Bozdogan, H. (ed.) Statistical Data Mining and Knowledge Discovery, pp. 457–473. CRC Press, Boca Raton (2001)
Hryniewiecki, K.: Relations of tolerance. Formalized Mathematics 2(1), 105–109 (1991)
Java Compiler Compiler (accessed March 31, 2004), http://javacc.dev.java.net
Karno, Z.: Remarks on special subsets of topological spaces. Formalized Mathematics 3(2), 297–303 (1992)
Korniłowicz, A.: The definition and basic properties of topological groups. Formalized Mathematics 7(2), 217–225 (1998)
Landauer, T.K., Foltz, P.W., Laham, D.: Introduction to latent semantic analysis. Discourse Processes 25, 259–284 (1998)
Landauer, T.K.: LSA@Colorado University (accessed March 31, 2004), http://lsa.colorado.edu
Miller, B.R., Youssef, A.: Technical aspects of the Digital Library of Mathematical Functions. Annals of Mathematics and Art. Intelligence 38, 121–136 (2003)
Mirel, B.: Interaction Design for Complex Problem Solving. Morgan Kaufmann, San Francisco (2004)
Wysocki, M., Darmochwał, A.: Subsets of Topological Spaces. Formalized Mathematics 1(1), 231–237 (1990)
The Mizar Mathematical Library, http://mizar.org
Philips, L., Jørgensen, M.W.: Discourse Analysis as Theory and Method. Sage Publications, Thousand Oaks (2002)
Rudnicki, P.: An overview of the Mizar project. In: Proceedings of 1992 Workshop on Types and Proofs for Programs (1992)
Text REtrieval Conference (TREC) (accessed March 31, 2004), http://trec.nist.gov
Wiedijk, F.: Comparing Mathematical Provers. In: [1], pp. 188–202
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Cairns, P. (2004). Informalising Formal Mathematics: Searching the Mizar Library with Latent Semantics. In: Asperti, A., Bancerek, G., Trybulec, A. (eds) Mathematical Knowledge Management. MKM 2004. Lecture Notes in Computer Science, vol 3119. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27818-4_5
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DOI: https://doi.org/10.1007/978-3-540-27818-4_5
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