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Content-Based Readability Assessment: A Study Using A Syllabic Alphabetic Language (Thai)

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8862))

Abstract

Text readability is typically defined in terms of “grade level”; the expected educational level of the reader at which the text is directed. Mechanisms for measuring readability in English documents are well established; however this is not in case in many other languages, such as syllabic alphabetic languages. In this paper seven different mechanisms for assessing the readability of syllabic alphabetic language texts are proposed and compared. The mechanism are grouped under three headings: (i) graph ranking, (ii) document ranking, and (iii) hybrid. The presented comparison was conducted using the Thai language with respect to the reading age associated with secondary school, high school, and undergraduate students in the context of scientific abstract.

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References

  • Ager, S.: Omniglot - writing systems and languages of the world (May 21, 2014), http://www.omniglot.com

  • Coleman, M., Liau, T.L.: A computer readability formula designed for machine scoring. Journal of Applied Psychology 60, 283–284 (1975)

    Article  Google Scholar 

  • Daowadung, P., Chen, Y.H.: Using word segmentation and svm to assess readability of Thai text for primary school students. In: The Eighth International Joint Conference on Computer Science and Software Engineering (JCSSE), pp. 170–174 (2011)

    Google Scholar 

  • Flesch, R.: A new readability yardstick. Journal of Applied Psychology 32, 221–233 (1948)

    Article  Google Scholar 

  • Kincaid, J.P., Fishburne, R.P., Rogers, R.L., Chissom, B.S.: Derivation of New Readability Formulas (Automated Readability Index, Fog Count and Flesch Reading Ease Formula) for Navy Enlisted Personnel. Naval Air Station, Memphis, TN (February 1975)

    Google Scholar 

  • Kitson, H.D.: The Mind of the Buyer: A Psychology of Selling. Macmillan, New York (1921)

    Google Scholar 

  • Meknavin, S., Charoenpornsawat, P., Kijsirikul, B.: Feature-based Thai word segmentation. In: Proceedings of the Natural Language Processing Pacific Rim Symposium 1997 (NLPRS 1997) (1997)

    Google Scholar 

  • Rabin, A., Zakaluk, B., Samuels, S.: Determining Difficulty Levels of Text Written in Languages Other Than English. In: Readability: Its Past, Present & Future, pp. 46–76. International Reading Association, Newark (1988)

    Google Scholar 

  • Senter, R., Smith, E.: Automated Readability Index. Wright-Patterson Air Force Base (November 1967)

    Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Tongtep, N., Coenen, F., Theeramunkong, T. (2014). Content-Based Readability Assessment: A Study Using A Syllabic Alphabetic Language (Thai). In: Pham, DN., Park, SB. (eds) PRICAI 2014: Trends in Artificial Intelligence. PRICAI 2014. Lecture Notes in Computer Science(), vol 8862. Springer, Cham. https://doi.org/10.1007/978-3-319-13560-1_71

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  • DOI: https://doi.org/10.1007/978-3-319-13560-1_71

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-13559-5

  • Online ISBN: 978-3-319-13560-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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