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2017 | OriginalPaper | Chapter

Closing the Reading Gap with Virtual Maze Environments

Authors : Lisa Gabel, Evelyn Johnson, Brett E. Shelton, Jui-Long Hung

Published in: Emerging Technologies for Education

Publisher: Springer International Publishing

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Abstract

The purpose of the proposed project is to develop and validate a virtual Hebb-Williams (vHW) maze task for use as a low-cost, time-efficient, and easy-to-use assessment for the early detection of children at risk for reading impairment. The vHW maze offers the potential to serve as a reliable, non-language based predictor of reading difficulty, which can improve early identification and intervention efforts. Unlike current screening measures of reading impairment, the vHW maze could be administered in the classroom, with a fully integrated analytical system. With the successful attainment of this project, the vHW maze task will fill important gaps in early identification screeners by examining a broader range of cognitive processes associated with reading and enhancing our understanding of factors underlying reading impairment. This paper comprises the proposed work and significance while highlighting previous findings related to reading impairments and virtual maze environments.

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Literature
go back to reference Adlof, S.M., Catts, H.W., Lee, J.: Kindergarten predictors of second versus eighth grade reading comprehension impairments. J. Learn. Disabil. 43, 332–345 (2010)CrossRef Adlof, S.M., Catts, H.W., Lee, J.: Kindergarten predictors of second versus eighth grade reading comprehension impairments. J. Learn. Disabil. 43, 332–345 (2010)CrossRef
go back to reference Catts, H.W., Adlof, S.M., Weismer, S.: Language deficits in poor comprehenders: a case for the simple view of reading. J. Speech Lang. Hearing Res. 49(2), 278–293 (2006)CrossRef Catts, H.W., Adlof, S.M., Weismer, S.: Language deficits in poor comprehenders: a case for the simple view of reading. J. Speech Lang. Hearing Res. 49(2), 278–293 (2006)CrossRef
go back to reference Compton, D.L., Miller, A.C., Elleman, A.M., Steacy, L.M.: Have we forsaken reading theory in the name of quick fix interventions for children with reading disability? Sci. Stud. Reading 18(1), 55–73 (2014). doi:10.1080/10888438.2013.836200 CrossRef Compton, D.L., Miller, A.C., Elleman, A.M., Steacy, L.M.: Have we forsaken reading theory in the name of quick fix interventions for children with reading disability? Sci. Stud. Reading 18(1), 55–73 (2014). doi:10.​1080/​10888438.​2013.​836200 CrossRef
go back to reference Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P.: The KDD process for extracting useful knowledge from volumes of data. Commun. ACM 39(11), 27–34 (1996)CrossRef Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P.: The KDD process for extracting useful knowledge from volumes of data. Commun. ACM 39(11), 27–34 (1996)CrossRef
go back to reference Ferrer, E., Shaywitz, B.A., Holahan, J.M., Marchione, K., Shaywitz, S.E.: Uncoupling of reading and IQ over time: empirical evidence for a definition of dyslexia. Psychol. Sci. 21(1), 93–101 (2015). doi:10.1177/0956797609354084 CrossRef Ferrer, E., Shaywitz, B.A., Holahan, J.M., Marchione, K., Shaywitz, S.E.: Uncoupling of reading and IQ over time: empirical evidence for a definition of dyslexia. Psychol. Sci. 21(1), 93–101 (2015). doi:10.​1177/​0956797609354084​ CrossRef
go back to reference Frijters, J.C., Lovett, M.W., Steinbach, K.A., Wolf, M., Sevcik, R.A., Morris, R.D.: Neurocognitive predictors of reading outcomes for children with reading disabilities. J. Learn. Disabil. 44(2), 150–166 (2011). doi:10.1177/0022219410391185 CrossRef Frijters, J.C., Lovett, M.W., Steinbach, K.A., Wolf, M., Sevcik, R.A., Morris, R.D.: Neurocognitive predictors of reading outcomes for children with reading disabilities. J. Learn. Disabil. 44(2), 150–166 (2011). doi:10.​1177/​0022219410391185​ CrossRef
go back to reference Gabel, L.A., Manglani, M., Escalona, N., Cysner, J., Hamilton, R., Pfaffmann, J., Johnson, E.: Translating dyslexia across species. Annals of Dyslexia (2016) Gabel, L.A., Manglani, M., Escalona, N., Cysner, J., Hamilton, R., Pfaffmann, J., Johnson, E.: Translating dyslexia across species. Annals of Dyslexia (2016)
go back to reference Gough, P., Tunmer, W.: Decoding, reading, and reading disability. Remedial Special Educ. 7, 6–10 (1986)CrossRef Gough, P., Tunmer, W.: Decoding, reading, and reading disability. Remedial Special Educ. 7, 6–10 (1986)CrossRef
go back to reference Hawkins, S., He, H., Williams, G., Baxter, R.: Outlier detection using replicator neural networks. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2002. LNCS, vol. 2454, pp. 170–180. Springer, Heidelberg (2002). doi:10.1007/3-540-46145-0_17 CrossRef Hawkins, S., He, H., Williams, G., Baxter, R.: Outlier detection using replicator neural networks. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2002. LNCS, vol. 2454, pp. 170–180. Springer, Heidelberg (2002). doi:10.​1007/​3-540-46145-0_​17 CrossRef
go back to reference Hebb, D.O., Williams, K.: A method of rating animal intelligence. J. Gen. Psychol. 34, 59–65 (1946)CrossRef Hebb, D.O., Williams, K.: A method of rating animal intelligence. J. Gen. Psychol. 34, 59–65 (1946)CrossRef
go back to reference Ho, T.K.: The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 20(8), 832–844 (1998)CrossRef Ho, T.K.: The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 20(8), 832–844 (1998)CrossRef
go back to reference Jenkins, J., Hudson, R.F., Johnson, E.S.: Screening for service delivery in an RTI framework: candidate measures. School Psychol. Rev. 36(4), 582–601 (2007) Jenkins, J., Hudson, R.F., Johnson, E.S.: Screening for service delivery in an RTI framework: candidate measures. School Psychol. Rev. 36(4), 582–601 (2007)
go back to reference Kriegel, H.P., Kröger, P., Schubert, E., Zimek, A.: Interpreting and unifying outlier scores. In: Proceedings of the 2011 SIAM International Conference on Data Mining, pp. 13–24, Mesa, AZ, April 2011 Kriegel, H.P., Kröger, P., Schubert, E., Zimek, A.: Interpreting and unifying outlier scores. In: Proceedings of the 2011 SIAM International Conference on Data Mining, pp. 13–24, Mesa, AZ, April 2011
go back to reference Lazarevic, A., Kumar, V.: Feature bagging for outlier detection. In: Proceedings of 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, pp. 157–166, August 2005 Lazarevic, A., Kumar, V.: Feature bagging for outlier detection. In: Proceedings of 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, pp. 157–166, August 2005
go back to reference Meunier, M., Saint-Marc, M., Destrade, C.: The Hebb-Williams test to assess recovery of learning after limbic lesions in mice. Physiol. Behav. 37(6), 909–913 (1986)CrossRef Meunier, M., Saint-Marc, M., Destrade, C.: The Hebb-Williams test to assess recovery of learning after limbic lesions in mice. Physiol. Behav. 37(6), 909–913 (1986)CrossRef
go back to reference Nguyen, H.V., Ang, H.H., Gopalkrishnan, V.: Mining outliers with ensemble of heterogeneous detectors on random subspaces. In: Kitagawa, H., Ishikawa, Y., Li, Q., Watanabe, C. (eds.) DASFAA 2010. LNCS, vol. 5981, pp. 368–383. Springer, Heidelberg (2010). doi:10.1007/978-3-642-12026-8_29 CrossRef Nguyen, H.V., Ang, H.H., Gopalkrishnan, V.: Mining outliers with ensemble of heterogeneous detectors on random subspaces. In: Kitagawa, H., Ishikawa, Y., Li, Q., Watanabe, C. (eds.) DASFAA 2010. LNCS, vol. 5981, pp. 368–383. Springer, Heidelberg (2010). doi:10.​1007/​978-3-642-12026-8_​29 CrossRef
go back to reference Pennington, B.F., Santerre-Lemmon, L., Rosenberg, J., MacDonald, B., Boada, R., Friend, A., et al.: Individual prediction of dyslexia by single vs. multiple deficit models. J. Abnorm. Psychol. 121(1), 212–224 (2012)CrossRef Pennington, B.F., Santerre-Lemmon, L., Rosenberg, J., MacDonald, B., Boada, R., Friend, A., et al.: Individual prediction of dyslexia by single vs. multiple deficit models. J. Abnorm. Psychol. 121(1), 212–224 (2012)CrossRef
go back to reference Rabinovitch, M.S., Rosvold, H.E.: A closed-field intelligence test for rats. Can. J. Psychol. 5(3), 122–128 (1951)CrossRef Rabinovitch, M.S., Rosvold, H.E.: A closed-field intelligence test for rats. Can. J. Psychol. 5(3), 122–128 (1951)CrossRef
go back to reference Romero, C., Ventura, S.: Educational data mining: A review of the state of the art. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 40(6), 601–618 (2010)CrossRef Romero, C., Ventura, S.: Educational data mining: A review of the state of the art. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 40(6), 601–618 (2010)CrossRef
go back to reference Schölkopf, B., Platt, J.C., Shawe-Taylor, J., Smola, A.J., Williamson, R.C.: Estimating the support of a high-dimensional distribution. Neural Comput. 13(7), 1443–1471 (2001)CrossRefMATH Schölkopf, B., Platt, J.C., Shawe-Taylor, J., Smola, A.J., Williamson, R.C.: Estimating the support of a high-dimensional distribution. Neural Comput. 13(7), 1443–1471 (2001)CrossRefMATH
go back to reference Shelton, B.E., Hung, J., Lowenthal, P.: Predicting student success by modeling student interaction in asynchronous online courses. IEEE Trans. Learn. Technol., 8 pages (under review) Shelton, B.E., Hung, J., Lowenthal, P.: Predicting student success by modeling student interaction in asynchronous online courses. IEEE Trans. Learn. Technol., 8 pages (under review)
go back to reference Shore, D.I., Stanford, L., MacInnes, W.J., Klein, R.M., Brown, R.E.: Of mice and men: virtual Hebb-Williams mazes permit comparison of spatial learning across species. Cogn. Affect Behav. Neurosci. 1(1), 83–89 (2001)CrossRef Shore, D.I., Stanford, L., MacInnes, W.J., Klein, R.M., Brown, R.E.: Of mice and men: virtual Hebb-Williams mazes permit comparison of spatial learning across species. Cogn. Affect Behav. Neurosci. 1(1), 83–89 (2001)CrossRef
go back to reference Spencer, M., Quinn, J.M., Wagner, R.K.: Specific reading comprehension disability: major problem, myth, or misnomer? Learn. Disabil. Res. Pract. 29(1), 3–9 (2014)CrossRef Spencer, M., Quinn, J.M., Wagner, R.K.: Specific reading comprehension disability: major problem, myth, or misnomer? Learn. Disabil. Res. Pract. 29(1), 3–9 (2014)CrossRef
go back to reference Torgesen, J.K.: Avoiding the devastating downward spiral: the evidence that early intervention prevents reading failure. Am. Educ. 28, 6–19 (2004). Reprinted in the 56th Annual Commemorative Booklet of the International Dyslexia Association, November 2005 Torgesen, J.K.: Avoiding the devastating downward spiral: the evidence that early intervention prevents reading failure. Am. Educ. 28, 6–19 (2004). Reprinted in the 56th Annual Commemorative Booklet of the International Dyslexia Association, November 2005
go back to reference U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics, National Assessment of Educational Progress (NAEP), 2015 English Language Arts Assessment U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics, National Assessment of Educational Progress (NAEP), 2015 English Language Arts Assessment
Metadata
Title
Closing the Reading Gap with Virtual Maze Environments
Authors
Lisa Gabel
Evelyn Johnson
Brett E. Shelton
Jui-Long Hung
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-52836-6_47

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