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Methods to Access and Retrieve Mathematical Content in ActiveMath

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Mathematical Software - ICMS 2006 (ICMS 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4151))

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This article describes how mathematical content items and formulæ are processed, retrieved, and accessed in ActiveMath. Central to the retrieval and access is a search tool which allows for searching text, attributes, relations and formulæ, and presenting items. The search tool has been evaluated according to the standard measures of precision and recall as well as for usability. We report results of these evaluations.

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  1. Asperti, A., Guidi, F., Sacerdoti Coen, C., Tassi, E., Zacchiroli, S.: A content based mathematical search engine: Whelp. In: Filliâtre, J.-C., Paulin-Mohring, C., Werner, B. (eds.) TYPES 2004. LNCS, vol. 3839, pp. 17–32. Springer, Heidelberg (2006), See also: http://www.cs.UniBo

    Chapter  Google Scholar 

  2. Buswell, S., Caprotti, O., Carlisle, D., Dewar, M., Gaëtano, M., Kohlhase, M.: The OpenMath standard, version 2.0. Technical report, The OpenMath Society (June 2004), available at:

  3. Cairns, P.: Informalising formal mathematics. In: Asperti, A., Bancerek, G., Trybulec, A. (eds.) MKM 2004. LNCS, vol. 3119, pp. 58–72. Springer, Heidelberg (2004), available at: http://www.uclic.ucl

    Chapter  Google Scholar 

  4. Graf, P.: Term Indexing. LNCS, vol. 1053. Springer, Heidelberg (1996)

    Google Scholar 

  5. Kohlhase, M.: OMdoc: Towards an openmath representation of mathematical documents. Seki Report SR-00-02, Fachbereich Informatik, Universität des Saarlandes (2000), See also:

  6. Kohlhase, M., Sucan, I.: A Search Engine for Mathematical Formulæ. In: Calmet, J., Ida, T., Wang, D. (eds.) AISC 2006. LNCS, vol. 4120, pp. 241–253. Springer, Heidelberg (2006),

    Chapter  Google Scholar 

  7. Libbrecht, P., Gross, C.: Experience report writing LeActiveMath Calculus. In: Borwein, J.M., Farmer, W.M. (eds.) MKM 2006. LNCS (LNAI), vol. 4108. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  8. Melis, E., Andrès, E., Büdenbender, J., Frischauf, A., Goguadze, G., Libbrecht, P., Pollet, M., Ullrich, C.: ActiveMath: A Generic and Adaptive Web-Based Learning Environment. International Journal of Artificial Intelligence in Education 12(4), 385–407 (2001)

    Google Scholar 

  9. Melis, E., Büdenbender, J., Andrès, E., Frischauf, A., Goguadze, G., Libbrecht, P., Pollet, M., Ullrich, C.: Knowledge Representation and Management in ActiveMath. Annals of Mathematics and Artificial Intelligence 38(1-3), 47–64 (2003), Volume is accessible from:

    MATH  Google Scholar 

  10. Mahesh, K.: Text retrieval quality: A primer. Technical report, Oracle Coproration (2006),

  11. Manzoor, S., Libbrecht, P., Ullrich, C., Melis, E.: Authoring presentation for OpenMath. In: Kohlhase, M. (ed.) MKM 2005. LNCS, vol. 3863, pp. 33–48. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  12. Porter, M.: The Porter stemming algorithm (2005), See:

  13. Urban, J.: Momm - fast interreduction and retrieval in large libraries of formalized mathematics. In: Basin, D., Rusinowitch, M. (eds.) IJCAR 2004. LNCS (LNAI), vol. 3097. Springer, Heidelberg (2004),

    Google Scholar 

  14. van Rijsbergen, C.J.: Information Retrieval. Butterworths (1979), available at:

  15. Youssef, A.: Information search and retrieval of mathematical contents: Issues and methods. In: Proceedings of IASSE 2005, Toronto, Canada (2005)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Libbrecht, P., Melis, E. (2006). Methods to Access and Retrieve Mathematical Content in ActiveMath . In: Iglesias, A., Takayama, N. (eds) Mathematical Software - ICMS 2006. ICMS 2006. Lecture Notes in Computer Science, vol 4151. Springer, Berlin, Heidelberg.

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-38084-9

  • Online ISBN: 978-3-540-38086-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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