Skip to main content

Do Mathematical Typesetting Applications Affect User Manipulation of Fractions? Evidence from an Eye-Tracking Experiment

  • Conference paper
  • First Online:
Engineering Psychology and Cognitive Ergonomics (HCII 2022)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 13307))

Included in the following conference series:

  • 1754 Accesses

Abstract

What-you-see-is-what-you-get word processing editors that support the typesetting of mathematical content allow for direct manipulation of 2-dimensional mathematical notation within a 1-dimensional environment. The models used to represent mathematical structure generally fall into two categories: (1) free-form, in which symbols are placed and moved freely in the workspace and (2) structure-based, where 2-dimensional structures are inserted and then populated with other structures or symbols. To understand the consequences of these models for writing mathematical expressions we examined the sequential order of symbol insertion when transcribing fractions, and compare this to the natural order employed when handwritten. Markov transition matrices were created from recordings of fraction transcriptions to quantify the probability of inserting a symbol immediately following insertion of other symbols. The three writing techniques yielded different dominant transition patterns and also differed in their ability to tolerate differences from the dominant pattern. This study likely represents the first empirical assessment of symbol insertion order probabilities when handwriting fractions, while also identifying differences in insertion order during use of different types of digital editors for typesetting mathematical content. These results have important implications for the usability of mathematical typesetting software applications and should be considered in the future design of such programs.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Charalambous, C.Y., Pitta-Pantazi, D.: Drawing on a theoretical model to study students’ understandings of fractions. Educ. Stud. Math. 64(3), 293–316 (2007)

    Article  Google Scholar 

  2. Davis, G., Hunting, R.P., Pearn, C.: What might a fraction mean to a child and how would a teacher know? J. Math. Behav. (1993)

    Google Scholar 

  3. Gillan, D.J., Barraza, P., Karshmer, A.I., Pazuchanics, S.: Cognitive analysis of equation reading: application to the development of the math genie. In: Miesenberger, K., Klaus, J., Zagler, W.L., Burger, D. (eds.) ICCHP 2004. LNCS, vol. 3118, pp. 630–637. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-27817-7_94

    Chapter  Google Scholar 

  4. Gozli, D.G., Pollanen, M., Reynolds, M.: The characteristics of writing environments for mathematics: behavioral consequences and implications for software design and usability. In: Carette, J., Dixon, L., Coen, C.S., Watt, S.M. (eds.) CICM 2009. LNCS (LNAI), vol. 5625, pp. 310–324. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-02614-0_26

    Chapter  MATH  Google Scholar 

  5. Hinze-Hoare, V.: The review and analysis of human computer interaction (HCI) principles. arXiv preprint arXiv:0707.3638 (2007)

  6. Jansen, A.R., Marriott, K., Yelland, G.W.: Parsing of algebraic expressions by experienced users of mathematics. Eur. J. Cogn. Psychol. 19(2), 286–320 (2007)

    Article  Google Scholar 

  7. Kang, S., Pollanen, M., Damouras, S., Cater, B.: Mathematics classroom collaborator (MC\(^2\)): technology for democratizing the classroom. In: Davenport, J.H., Kauers, M., Labahn, G., Urban, J. (eds.) ICMS 2018. LNCS, vol. 10931, pp. 280–288. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-96418-8_33

    Chapter  Google Scholar 

  8. Kim, S., Pollanen, M., Reynolds, M.G., Burr, W.S.: Identification of errors in mathematical symbolism and notation: implications for software design. In: Davenport, J.H., Kauers, M., Labahn, G., Urban, J. (eds.) ICMS 2018. LNCS, vol. 10931, pp. 297–304. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-96418-8_35

    Chapter  MATH  Google Scholar 

  9. Kim, S., Pollanen, M., Reynolds, M.G., Burr, W.S.: Problem solving as a path to comprehension. Mathemat. Comput. Sci. 14(3), 607–621 (2020)

    Google Scholar 

  10. Knauff, M., Nejasmic, J.: An efficiency comparison of document preparation systems used in academic research and development. PLoS ONE 9(12), e115069 (2014)

    Article  Google Scholar 

  11. Murphy, D., Kember, D.: Mathematical typesetting from an operator perspective. Educ. Technol. 29(4), 40–44 (1989)

    Google Scholar 

  12. Nielsen, J.: Usability Engineering. Morgan Kaufmann, Burlington (1994)

    MATH  Google Scholar 

  13. Pantziara, M., Philippou, G.: Levels of students’ “conception’’ of fractions. Educ. Stud. Math. 79(1), 61–83 (2012)

    Article  Google Scholar 

  14. Pollanen, M., Kang, S., Cater, B., Chen, Y., Lee, K.: MC\(^2\): mathematics classroom collaborator. In: Proceedings of the Workshop on Mathematical User Interfaces (2017)

    Google Scholar 

  15. Quinby, F.: Characteristics of models for representation of mathematical structure in typesetting applications and the cognition of digitally transcribing mathematics. Master’s thesis, Trent University, Canada (2020)

    Google Scholar 

  16. Quinby, F., Kim, S., Kang, S., Pollanen, M., Reynolds, M.G., Burr, W.S.: Markov transition matrix analysis of mathematical expression input models. In: Bigatti, A.M., Carette, J., Davenport, J.H., Joswig, M., de Wolff, T. (eds.) ICMS 2020. LNCS, vol. 12097, pp. 451–461. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-52200-1_45

    Chapter  Google Scholar 

  17. Quinby, F., Kim, S., Pollanen, M., Burr, W.S., Reynolds, M.G.: An evaluation of two-dimensional digital input models for mathematical structure: effects on working memory, cognitive load, and efficiency. In: Harris, D., Li, W.-C. (eds.) HCII 2021. LNCS (LNAI), vol. 12767, pp. 212–222. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-77932-0_18

    Chapter  Google Scholar 

  18. Quinby, F., Pollanen, M., Reynolds, M.G., Burr, W.S.: Effects of digitally typesetting mathematics on working memory. In: Harris, D., Li, W.-C. (eds.) HCII 2020. LNCS (LNAI), vol. 12186, pp. 69–80. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-49044-7_7

    Chapter  Google Scholar 

  19. Shin, J., Lee, S.J.: The alignment of student fraction learning with textbooks in Korea and the United States. J. Math. Behav. 51, 129–149 (2018)

    Article  Google Scholar 

  20. Tsai, T.-L., Li, H.-C.: Towards a framework for developing students’ fraction proficiency. Int. J. Math. Educ. Sci. Technol. 48(2), 244–255 (2017)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Francis Quinby .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Quinby, F., Pollanen, M., Burr, W.S., Reynolds, M.G. (2022). Do Mathematical Typesetting Applications Affect User Manipulation of Fractions? Evidence from an Eye-Tracking Experiment. In: Harris, D., Li, WC. (eds) Engineering Psychology and Cognitive Ergonomics. HCII 2022. Lecture Notes in Computer Science(), vol 13307. Springer, Cham. https://doi.org/10.1007/978-3-031-06086-1_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-06086-1_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-06085-4

  • Online ISBN: 978-3-031-06086-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics