Unconventional Methods in Voynich Manuscript Analysis

  • Ivan Zelinka Department of Computer Science, Faculty of Electrical Engineering and Computer Science VSB-TU, Czech Republic https://orcid.org/0000-0002-3858-7340
  • Oldrich Zmeskal Institute of Physical and Applied Chemistry, Faculty of Chemistry, Brno University of Technology, Czech Republic https://orcid.org/0000-0002-2517-6227
  • Leah Windsor Institute for Intelligent Systems, University of Memphis, USA
  • Zhiqiang Cai Institute for Intelligent Systems, University of Memphis, USA
Keywords: analysis, complex network, fractal geometry, text, Voynich manuscript

Abstract

This paper discusses the possible use of unconventional algorithms on analysis and categorization of the unknown text, including documents written in unknown languages. Scholars have identied about ten famous manuscripts, mostly encrypted or written in the unknown language. The most famous is the Voynich manuscript, an illustrated codex hand-written in an unknown language or writing system. Using carbon-dating methods, the researchers determined its age as the early 15th century (between 1404-1438). Many professional and amateur cryptographers have studied the Voynich manuscript, and none has deciphered its meaning as yet, including American and British code-breakers and cryptologists. While there exist many hypotheses about the meaning and structure of the document, they have yet to be conrmed empirically. In this paper, we discuss two dierent kinds of unconventional approaches for how to handle manuscripts with unidentied writing systems and determine whether its properties are characterized by a natural language, or is only historical fake text.

References

Amancio, D. R., Altmann, E. G., Rybski, D., Oliveira Jr, O. N., and Costa, L. F. 2013. Probing the statistical properties of unknown texts: application to the Voynich manuscript. PLoS One 8, 7, No. e67310.

Andres, J., Benesova, M., Kubacek, L., and Vrbkova, J. 2012. Methodological note on the fractal analysis of texts. Journal of Quantitative Linguistics 19, 1, pp. 1-31.

Barnsley, M. F. 2014. Fractals everywhere. Academic press, USA.

Brumbaugh, R. S. 1974. Botany and the Voynich "Roger Bacon" Manuscript Once More. Speculum 49, 6, pp. 546-548.

Chaabouni, A., Boubaker, H., Kherallah, M., Alimi, A. M. and El Abed, H. 2010. Fractal and multi-fractal for arabic oine writer identication. In 2010 20th International Conference on Pattern Recognition. IEEE, pp. 3793-3796.

Demko, S., Hodges, L., and Naylor, B. 1985. Construction of fractal objects with iterated function systems. In ACM SIGGRAPH Computer Graphics. ACM, Vol. 19/3, pp. 271-278.

d'Imperio, M. E. 1978. The Voynich manuscript: An elegant enigma. Technical report, National Security Agency/Central Security Service.

Hilborn, R. C., et al. 2000. Chaos and nonlinear dynamics: an introduction for scientists and engineers. Oxford University Press, UK.

Hrebcek, L. 1971. Turkish grammar as a graph. Academia, Czech Republic.

Hrebcek, L. 1998. Language fractals and measurement in texts. Archv orientaln 66, 3, pp. 234-242.

Kennedy, G. and Churchill, R. 2004. The Voynich manuscrip. Orion Publishing Company, London, UK.

Kennedy, G. and Churchill, R. 2006. The Voynich manuscript: The mysterious code that has deed interpretation for centuries. Simon and Schuster, New York, USA.

Kircher, F. and Becker, D. 2012. Le manuscrit Voynich decode. Ed. le Temps present, France.

Landini, G. 2001. Evidence of linguistic structure in the Voynich manuscript using spectral analysis. Cryptologia 25, 4, pp. 275-295.

Levitov, L. E. 1987. Solution of the Voynich manuscript: A liturgical manual for the enduring rite of the Cathari heresy, the cult of Isis. Aegean Park Press, Laguna Park, USA.

Mandelbrot, B. B. 1983. The fractal geometry of nature. WH Freeman, New York, USA.

Martin, J. R. 1995. Text and clause: Fractal resonance. Text-Interdisciplinary Journal for the Study of Discourse 15, 1, pp. 5-42.

Montemurro, M. A. and Zanette, D. H. 2013. Keywords and co-occurrence patterns in the Voynich manuscript: An information-theoretic analysis. PloS one 8, 6, No. e66344.

Newman, M., Barabasi, A.-L., and Watts, D. J. 2011. The structure and dynamics of networks. Princeton University Press, USA.

Zmeskal, O. 2019. HarFa sowtware. http://www.fch.vut.cz/lectures/imagesci/includes/harfa$_$download.inc.php , [Accessed: 2019-05-7].

Pelling, N. 2006. The curse of the Voynich: the secret history of the world's most mysterious manuscript; the intriguing story of the people, places, and politics behind the enigmatic Voynich Manuscript". Compelling Press, UK.

Pennebaker, J. W. 2011. The secret life of pronouns. New Scientist 211, 2828, pp. 42-45.

Prusinkiewicz, P. and Lindenmayer, A. 2012. The algorithmic beauty of plants. Springer Science & Business Media, Berlin, Germany.

Rogers, R. C. 2007. The resilience of Aztec women: A case study of modern Aztec myths. Journal of Humanities and Social Sciences 1, 2. DOI: 10.1.1.555.4173

Skinner, S., Prinke, R. T., and Zandbergen, R. 2017. The Voynich Manuscript: The World's Most Mysterious and Esoteric Codex. ReadHowYouWant, US.

Smith, M. E. 1996. The Aztecs. Blackwell, Oxford, UK.

Tang, Y. Y., Ma, H., Mao, X., Liu, D., and Suen, C. Y. 1995. A new approach to document analysis based on modied fractal signature. In Proceedings of 3rd International Conference on Document Analysis and Recognition. IEEE, Vol. 2, pp. 567-570.

Tiltman, J. H. and Bacon, R. 1968. The Voynich Manuscript: "The Most Mysterious Manuscript in the World". Baltimore Bibliophiles, USA.

Tucker, A. O. and Janick, J. 2016. Identication of phytomorphs in the Voynich codex. Horticultural Reviews 44, pp. 1-64.

Tucker, A. O. and Talbert, R. 2013. A preliminary analysis of the botany, zoology, and mineralogy of the Voynich manuscript. Herb News, Austin, TX, USA.

Velinska, E. 2013. The Voynich Manuscript: Plant id list. ellievelinska.blogspot.com/2013/07/the-voynich-manuscript-plant-id-list.html , [Accessed 5 June 2017].

Windsor L., Cai Z., and Zelinka I. 2019. Linguistic Properties of the Voynich Manuscript. In Memphis DATA { A Data Science Conference. Fedex Institute of Technology, The University of Memphis, Memphis, TN, USA.

Zandbergen, R. 2017. The Voynich Manuscript (2004{2017). www.voynich.nu/ , [Access 6 Jun. 2017].

Published
2019-06-24
How to Cite
[1]
ZelinkaI., ZmeskalO., WindsorL. and CaiZ. 2019. Unconventional Methods in Voynich Manuscript Analysis. MENDEL. 25, 1 (Jun. 2019), 1-14. DOI:https://doi.org/10.13164/mendel.2019.1.001.
Section
Articles