Adaptive intelligent tutoring for teaching modern standard Arabic

A thesis submitted to the University of Bedfordshire, in partial fulfilment of the requirements for the degree of Doctor of PhilosophyThe aim of this PhD thesis is to develop a framework for adaptive intelligent tutoring systems (ITS) in the domain of Modern Standard Arabic language. This framework will comprise of a new approach to using a fuzzy inference mechanism and generic rules in guiding the learning process. In addition, the framework will demonstrate another contribution in which the system can be adapted to be used in the teaching of different languages. A prototype system will be developed to demonstrate these features. This system is targeted at adult English-speaking casual learners with no pre-knowledge of the Arabic language. It will consist of two parts: an ITS for learners to use and a teachers‘ tool for configuring and customising the teaching rules and artificial intelligence components among other configuration operations. The system also provides a diverse teaching-strategies‘ environment based on multiple instructional strategies. This approach is based on general rules that provide means to a reconfigurable prediction. The ITS determines the learner‘s learning characteristics using multiple fuzzy inferences. It has a reconfigurable design that can be altered by the teacher at runtime via a teacher-interface. A framework for an independent domain (i.e. pluggable-domain) for foreign language tutoring systems is introduced in this research. This approach allows the system to adapt to the teaching of a different language with little changes required. Such a feature has the advantages of reducing the time and cost required for building intelligent language tutoring systems. To evaluate the proposed system, two experiments are conducted with two versions of the software: the ITS and a cut down version with no artificial intelligence components. The learners used the ITS had shown an increase in scores between the post-test and the pre-test with learning gain of 35% compared to 25% of the learners from the cut down version

Sustainable Language Technology for African Languages

Peer reviewe

The dawn of the human-machine era: a forecast of new and emerging language technologies

New language technologies are coming, thanks to the huge and competing private investment fuelling rapid progress; we can either understand and foresee their effects, or be taken by surprise and spend our time trying to catch up. This report scketches out some transformative new technologies that are likely to fundamentally change our use of language. Some of these may feel unrealistically futuristic or far-fetched, but a central purpose of this report - and the wider LITHME network - is to illustrate that these are mostly just the logical development and maturation of technologies currently in prototype. But will everyone benefit from all these shiny new gadgets? Throughout this report we emphasise a range of groups who will be disadvantaged and issues of inequality. Important issues of security and privacy will accompany new language technologies. A further caution is to re-emphasise the current limitations of AI. Looking ahead, we see many intriguing opportunities and new capabilities, but a range of other uncertainties and inequalities. New devices will enable new ways to talk, to translate, to remember, and to learn. But advances in technology will reproduce existing inequalities among those who cannot afford these devices, among the world's smaller languages, and especially for sign language. Debates over privacy and security will flare and crackle with every new immersive gadget. We will move together into this curious new world with a mix of excitement and apprehension - reacting, debating, sharing and disagreeing as we always do. Plug in, as the human-machine era dawn

Corrective Feedback in the EFL Classroom: Grammar Checker vs. Teacher’s Feedback.

The aim of this doctoral thesis is to compare the feedback provided by the teacher to that obtained by the software called Grammar Checker on grammatical errors in the written production of English as a foreign language students. Traditionally, feedback has been considered as one of the three theoretical conditions for language learning (along with input and output) and, for this reason, extensive research has been carried out on who should provide it, when and the level of explicitness. However, there are far fewer studies that analyse the use of e-feedback programs as a complement or alternative to those offered by the teacher. Participants in our study were divided into two experimental groups and one control group, and three grammatical aspects that are usually susceptible to error in English students at B2 level were examined: prepositions, articles, and simple past-present/past perfect dichotomy. All participants had to write four essays. The first experimental group received feedback from the teacher and the second received it through the Grammar Checker program. The control group did not get feedback on the grammatical aspects of the analysis but on other linguistic forms not studied. The results obtained point, first of all, to the fact that the software did not mark grammatical errors in some cases. This means that students were unable to improve their written output in terms of linguistic accuracy after receiving feedback from the program. In contrast, students who received feedback from the teacher did improve, although the difference was not significant. Second, the two experimental groups outperformed the control group in the use of the grammatical forms under analysis. Thirdly, regardless of the feedback offered, the two groups showed improvement in the use of grammatical aspects in the long term, and finally, no differences in attitude towards the feedback received and its impact on the results were found in either of the experimental groups. Our results open up new lines for investigating corrective feedback in the English as a foreign language classroom, since more studies are needed that, on the one hand, influence the improvement of electronic feedback programs by making them more accurate and effective in the detection of errors. On the other hand, software such as Grammar Checker can be a complement to the daily practice of the foreign language teacher, helping in the first instance to correct common and recurring mistakes, even more so when our research has shown that attitudes towards this type of electronic feedback are positive and does not imply an intrusion into the classroom, thus helping in the acquisition of the English language.Programa de Doctorat en Llengües Aplicades, Literatura i Traducci

A new approach to CALL content authoring

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