Research Article
26 July 2018

Intelligent Computer Assisted Language Learning (ICALL) for nêhiyawêwin: An In-Depth User-Experience Evaluation

Publication: Canadian Modern Language Review
Volume 74, Number 3

Abstract

Abstract

Intelligent computer assisted language learning (ICALL) applications for Indigenous languages are a relatively new avenue for computer assisted language learning (CALL). CALL allows language learners to practise a wide range of grammatical exercises and receive feedback on their answers outside of class time. ICALL is essential for dynamically producing these exercises for polysynthetic Indigenous languages with complex morphology. To better understand user perceptions and behaviours within an ICALL setting, an in-depth user evaluation of nêhiyawêtân (a university-level ICALL application for Plains Cree) was initiated. Five second language learners of Plains Cree were recorded using nêhiyawêtân as they completed various grammatical exercises. They were encouraged to report their opinions, thoughts, and observations aloud. Subsequently, observed user reactions and strategies were recorded. This supplied us with potential user errors, strategies, and preferences that allowed us to improve answer feedback and the design and interface of the exercise templates. Moreover, the results of surveys and observations highlighted sociocultural issues that are not seen in mainstream CALL for majority languages. We hope that this evaluation will serve as a guideline for evaluating future ICALL programs for Indigenous and other minority languages.

Résumé

Les applications d’apprentissage intelligent des langues assisté par ordinateur (AILAO) sont une voie relativement nouvelle d’apprentissage des langues assisté par ordinateur (ALAO). L’ALAO permet aux apprenants d’une langue d’exécuter un vaste éventail d’exercices grammaticaux et de recevoir des commentaires rétroactifs quant à leurs réponses, en dehors des heures de cours. L’ALAO est essentiel à la production dynamique de ces exercices pour les langues autochtones polysynthétiques dont la morphologie est complexe. Afin de mieux comprendre les perceptions et les comportements des utilisateurs en contexte d’AILAO, des usagers de la nêhiyawêtân (une application d’AILAO de niveau universitaire qui s’adresse aux Cris des Plaines) sont appelés à évaluer en profondeur cette application. Cinq apprenants du cri des Plaines langue seconde sont enregistrés alors qu’ils utilisent la nêhiyawêtân dans l’exécution de divers exercices grammaticaux. Ils sont invités à formuler à voix haute leurs opinions, leurs réflexions et leurs observations. Par la suite, les réactions et les stratégies des usagers qui ont été observées sont enregistrées, ce qui révèle aux auteurs quelles sont les erreurs, les stratégies et les préférences des usagers potentiels et leur permet d’améliorer les commentaires rétroactifs et la conception de même que l’interface des modèles d’exercices proposés. Au surplus, les résultats des sondages menés par les auteurs et leurs observations mettent en lumière des facteurs socioculturels qui n’apparaissent pas dans les applications d’ALAO grand public relatives aux langues majoritaires. Cette évaluation, souhaitent les auteurs, servira de guide dans celle des futurs programmes d’AILAO relatifs aux langues autochtones et autres langues minoritaires.

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References

Antonsen, L. (2013, May). Constraints in free-input question-answering drills. In Proceedings of the second workshop on NLP for computer-assisted language learning at NODALIDA 2013, Oslo. Norway. NEALT Proceedings Series 17 (No. 086, pp. 11–26). Linköping University Electronic Press. Retrieved from http://www.ep.liu.se/ecp/article.asp?issue=086&volume=&article=2
Antonsen, L., Johnson, R., Trosterud, T., & Uibo, H. (2013, May). Generating modular grammar exercises with finite-state transducers. In Proceedings of the second workshop on NLP for computer-assisted language learning at NODALIDA 2013, Oslo, Norway. NEALT Proceedings Series 17 (No. 086, pp. 27–38). Linköping University Electronic Press. Retrieved from http://www.ep.liu.se/ecp/article.asp?issue=086&volume=&article=003
Beesley, K.R., & Karttunen, L. (2003) Finite state morphology. Stanford, CA: Center for the Study of Language and Information (CSLI).
Bell, D.S., Harless, C.E., Higa, J.K., Bjork, E.L., Bjork, R.A., Bazargan, M., & Mangione, C.M. (2008). Knowledge retention after an online tutorial: A randomized educational experiment among resident physicians. Journal of General Internal Medicine, 23(8), 1164–1171. https://doi.org/10.1007/s11606-008-0604-2
Bisazza, A., & Federico, M. (2016). A survey of word reordering in statistical machine translation: Computational models and language phenomena. Computational Linguistics, 42(2), 163–205. https://doi.org/10.1162/COLI_a_00245
Blackburn, C. (2012). Culture loss and crumbling skulls: The problematic of injury in residential school litigation. Political and Legal Anthropology Review, 35(2), 289–307. https://doi.org/10.1111/j.1555-2934.2012.01204.x
Bontogon, M. A. (2016). Evaluating nêhiyawêtân: A computer assisted language learning (CALL) application for Plains Cree. Education and Research Archive. Retrieved from https://doi.org/10.7939/R3VD6P81C
Burnaby, B., & Philpott, D. (2007). Innu oral dominance meets schooling: New data on outcomes. Journal of Multilingual and Multicultural Development, 28(4), 270–289. https://doi.org/10.2167/jmmd494.0
Carroll, S., & Swain, M. (1993). Explicit and implicit negative feedback. Studies in Second Language Acquisition, 15(3), 357–386. https://doi.org/10.1017/S0272263100012158
Cobb, T., & Stevens, V. (1996). A principled consideration of computers and reading in a second language. In M.C. Pennington (Ed.), The power of CALL (pp. 115–136). Houston, TX: Athelstan.
Cru, J. (2015). Language revitalisation from the ground up: Promoting Yucatec Maya on Facebook. Journal of Multilingual and Multicultural Development, 36(3), 284–296. https://doi.org/10.1080/01434632.2014.921184
Ethnologue. (2016). Cree, Plains. Retrieved from http://www.ethnologue.com/language/crk
FirstVoices. (2013). Apps. Retrieved from http://www.firstvoices.com/en/apps
Hagdahl, K. (2000). Checking the checker grammatifix: Analysis of the Swedish grammar checker from a user’s point of view (Master’s thesis, Royal Institute of Technology). Retrieved from http://docplayer.se/11526158-Checking-the-checker-grammatifix.html
Harrigan, A.G., Schmirler, K., Arppe, A., Antonsen, L., Trosterud, T., & Wolvengrey, A. (2017). Learning from the computational modeling of Plains Cree verbs. Morphology, 27(4), 565–598. https://doi.org/10.1007/s11525-017-9315-x
Harvey, D. (2015). ACORNS overview. Southern Oregon University, Ashland, OR. Retrieved from http://cs.sou.edu/harveyd/acorns/index.php
Heift, T. (2001). Error-specific and individualised feedback in a Web-based language tutoring system: Do they read it? ReCALL, 13(1), 99–109. https://doi.org/10.1017/S095834400100091X
Heift, T. (2003). Multiple learner errors and meaningful feedback: A challenge for ICALL systems. CALICO Journal, 20(3), 533–548. Retrieved from http://journals.equinoxpub.com/index.php/CALICO/article/view/23248
Heift, T., & Rimrott, A. (2012). Task‐related variation in Computer-Assisted Language Learning. Modern Language Journal, 96(4), 525–543. https://doi.org/10.1111/j.1540-4781.2012.01392.x
Ho Chunk Nation. (2015). Ho Chunk [Android application].
Hunter, E. (n.d). Introductory Cree Part I [Course book]. Faculty of Native Studies, University of Alberta.
Junker, M.-O., & Torkornoo, D. (2012). Online language games for endangered languages: jeux.tshakapesh.ca, www.eastcree.org/lessons. Proceedings of EDULEARN 12: International Conference on Education and New Learning Technologies, Barcelona, Spain. Retrieved from http://www.marieodilejunker.ca/pdf/EDULEARN12-JunkerTorkornoo.pdf
Keegan, T.T., Mato, P., & Ruru, S. (2015). Using Twitter in an indigenous language: An analysis of te reo Māori tweets. Alternative: An International Journal of Indigenous Peoples, 11(1), 59–75. https://doi.org/10.1177/117718011501100105
Kuh, G.D. (2009). The national survey of student engagement: Conceptual and empirical foundations. New Directions for Institutional Research, 2009(141), 5–20. https://doi.org/10.1002/ir.283
Li, S. (2014). The interface between feedback type, L2 proficiency, and the nature of the linguistic target. Language Teaching Research, 18(3), 373–396. https://doi.org/10.1177/1362168813510384
Lomawaima, K.T. (1993). Domesticity in the federal Indian schools: The power of authority over mind and body. American Ethnologist, 20(2), 227–240. https://doi.org/10.1525/ae.1993.20.2.02a00010
Lomicka, L., & Lord, G. (2012). A tale of tweets: Analyzing microblogging among language learners. System, 40(1), 48–63.
Mak, B., & Coniam, D. (2008). Using wikis to enhance and develop writing skills among secondary school students in Hong Kong. System, 36(3), 437–455. https://doi.org/10.1016/j.system.2008.02.004
Marian, V., Blumenfeld, H.K., & Kaushanskaya, M. (2007). The Language Experience and Proficiency Questionnaire (LEAP-Q): Assessing language profiles in bilinguals and multilinguals. Journal of Speech, Language, and Hearing Research, 50(4), 940–967. https://doi.org/10.1044/1092-4388(2007/067)
Maskwachees Cultural College. (1997). Nehiyaw Pîkiskwewinisa [Maskwacîs Cree Dictionary]. Maskwacîs, AB: Maskwachees Cultural College.
Monk, A., Davenport, L., Haber, J., & Wright, P. (1993). Improving your human-computer interface: A practical technique. London, England: Prentice Hall.
Nagata, N. (1993). Intelligent computer feedback for second language instruction. Modern Language Journal, 77(3), 330–339. https://doi.org/10.1111/j.1540-4781.1993.tb01980.x
Nagata, N., & Swisher, M. (1995). A study of consciousness‐raising by computer: The effect of metalinguistic feedback on second language learning. Foreign Language Annals, 28(3), 337–347. https://doi.org/10.1111/j.1944-9720.1995.tb00803.x
Navajo Language Renaissance. (2008). Free demo. Retrieved from http://navajorenaissance.org/demo.html
Nesbitt, D. (2013). Student evaluation of CALL tools during the design process. Computer Assisted Language Learning, 26(4), 371–387. https://doi.org/10.1080/09588221.2012.680471
Okimâsis Jean (2004). Cree: Language of the Plains. Regina, SK: University of Regina Press.
Piikani Societies. (2015). Nitsi Poh Sin [Android application].
Roberts, A. (2015). Southern Tlingit 1 [Android application].
Rosetta Stone. (2015). Endangered languages. Retrieved from http://www.rosettastone.com/endangered/projects
Shintani, N., & Ellis, R. (2013). The comparative effect of direct written corrective feedback and metalinguistic explanation on learners’ explicit and implicit knowledge of the English indefinite article. Journal of Second Language Writing, 22(3), 286–306. https://doi.org/10.1016/j.jslw.2013.03.011
Simon Fraser University. (2015). Haida language. Retrieved from http://haida.intelligentlanguagetutor.com/
Snoek, C., Thunder, D., Lõo, K., Arppe, A., Lachler, J., Moshagen, S., & Trosterud, T. (2014, June). Modeling the noun morphology of Plains Cree. Proceedings of the Workshop on the Use of Computational Methods in the Study of Endangered Languages (ComputEL), Baltimore, MD. Retrieved from https://doi.org/10.3115/v1/W14-2205
Son, J.B. (2007). Learner experiences in web-based language learning. Computer Assisted Language Learning, 20(1), 21–36. https://doi.org/10.1080/09588220601118495
Sovereign Oneida Nation of Wisconsin. (2015). Oneida language application [Android application].
Stafford, C.A., Bowden, H.W., & Sanz, C. (2012). Optimizing language instruction: Matters of explicitness, practice, and cue learning. Language Learning, 62(3), 741–768. https://doi.org/10.1111/j.1467-9922.2011.00648.x
Stickler, U., & Shi, L. (2016). TELL us about CALL: An introduction to the Virtual Special Issue (VSI) on the development of technology enhanced and computer assisted language learning published in the System journal. System, 56, 119–126. https://doi.org/10.1016/j.system.2015.12.004
Struthers, R., & Peden-McAlpine, C. (2005). Phenomenological research among Canadian and United States indigenous populations: Oral tradition and quintessence of time. Qualitative Health Research, 15(9), 1264–1276. https://doi.org/10.1177/1049732305281329
Uibo, H., Pruulmann-Vengerfeldt, J., Rueter, J., & Iva, S. (2015). Oahpa! Õpi! Opiq! Developing free online programs for learning Estonian and Võro. Proceedings of the 4th workshop on NLP for Computer Assisted Language Learning at NODALIDA 2015. NEALT Proceedings Series 26 / Linköping Electronic Conference Proceedings 114: 51–64. Retrieved from http://www.ep.liu.se/ecp/article.asp?issue=114&article=007&volume=
Ward, M., & Genabith, J. (2003). CALL for endangered languages: Challenges and rewards. Computer Assisted Language Learning, 16(2–3), 233–258. https://doi.org/10.1076/call.16.2.233.15885
Wolfart, H.C. (1973). Plains Cree: A grammatical study. Transactions of the American Philosophical Society, 63(5), 1–90. https://doi.org/10.2307/1006246
Wolvengrey, A. (2001). nêhiyawêwin: itwêwina – Cree: Words (Bilingual ed.). Regina, SK: University of Regina Press.
Wolvengrey, A. (2011). Semantic and pragmatic functions in Plains Cree syntax. Utrecht, Netherlands: LOT.
Wong, L.-H., Sing-Chai, C., & Poh-Aw, G. (2017). Seamless language learning: Second language learning with social media. Comunicar, 25(50), 9–20. https://doi.org/10.3916/C50-2017-01
Zalcman, D. (2016). “Kill the Indian, save the man”: On the painful legacy of Canada’s residential schools. World Policy Journal, 33(3), 72–85. https://doi.org/10.1215/07402775-3713029

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Published In

Go to The Canadian Modern Language Review
Canadian Modern Language Review
Volume 74Number 3August 2018
Pages: 337 - 362

History

Published online: 26 July 2018
Published in print: August 2018

Keywords:

  1. computer assisted language learning
  2. ICALL
  3. Indigenous languages
  4. language pedagogy
  5. Plains Cree
  6. qualitative methods

Mots clés :

  1. AILAO
  2. apprentissage des langues assisté par ordinateur
  3. cri des Plaines
  4. langues autochtones
  5. méthodes qualitatives
  6. pédagogie linguistique

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Notes

Correspondence should be addressed to Megan Bontogon, Department of Linguistics, University of Alberta, 116 St. and 85 Ave., Edmonton AB T6G 2R3; e-mail: [email protected].

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Megan Bontogon, Antti Arppe, Lene Antonsen, Dorothy Thunder, and Jordan Lachler
The Canadian Modern Language Review 2018 74:3, 337-362

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