Journal of language and cultural education · 2019 · 454 citations · 53 references
EducationEducational TechnologyTeachingArtificial IntelligenceArtificial Intelligence In EducationMachine LearningArtificial Intelligence In Language LearningLanguage Learning ApplicationsNatural Language Processing In EducationAdaptive Learning TechnologiesArtificial Intelligence EducationForeign Language InstructionForeign Language PedagogyIntelligent Computer-assisted Language LearningNatural Language Processing Education
Foreign‑language education has been reshaped by modern ICT, with a particular focus on AI technologies such as machine learning, NLP, and neural networks. The paper investigates how AI‑powered tools transform foreign‑language teaching, reviews eight AI tool categories and their research outcomes, and proposes a framework for preparing teachers to integrate these tools. It summarizes eight AI‑powered tool types and their research findings, and outlines a framework for effective teacher preparation to adopt these tools. The author argues that current CALL teacher qualification frameworks need to be reconsidered to accommodate AI integration.
Abstract As any other area of human lives, current state of foreign language education has been greatly influenced by the latest developments in the modern information communication technologies. The paper focuses specifically on the incorporation of artificial intelligence (AI), which includes a wide range of technologies and methods, such as machine learning, adaptive learning, natural language processing, data mining, crowdsourcing, neural networks or an algorithm, into foreign language learning and teaching. First, the paper is concerned with changes brought to foreign language education specifically through the application of AI-powered tools and discusses ICALL (intelligent computer assisted language learning) as a subset of CALL. Second, it summarizes eight types of AI-powered tools for foreign language education and related results of the existing research, however scarce it is. Third, it discusses the frame for effective preparation of foreign language teachers in order to integrate AI-powered tools into their teaching to make it easier, less time-consuming and more effective. The author argues for reconsideration of the existing frames of requirements for CALL teachers.
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Artificial intelligence: a modern approach
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