Hi, Marcus. AI is a powerful tool that can be used to engage learning. How do you propose to apply it for your chosen topic?
2 FOREIGN LANGUAGE THROUGH AI E-LEARNING PROPOSAL Table of Contents Needs Assessment3 Learning theory3 Instructional design model4 Goals and performance objectives5 Course materials6 Assessment and Instructional technology8 Learner and Setting Characteristics9 Conclusion12 References13 Needs Assessment Resources Objectives Grammar book To have written proficiency of the new language Audio samples The use of audio samples will be useful in understanding the dialectics of the natives Video Samples The use of video samples will be useful in order to mitigate and understand the response to criterion actions and questions in that language Learning theory The behavioral learning model will be used in the process for getting the student to learn a new language. The reasons for choosing the behavioral model for foreign language learning is to identify and repetitive reinforcement of the response and understanding. Languages need to be learned in two ways. Once includes a written method and the other is the understanding of the language. Both verbal and non-verbal techniques are essential in the process of learning. The learning process includes the written assessment and writing skills. The verbal process includes the speaking and perception of the language spoken in order to understand the process it needs to be referenced in the mind of the students several times. The teachers in the thesis case will be able to get the basic response they want from the students. The behavioral learning theory will impose the thoughts and reactions of the students. This will help in deep learning and in-depth focus on the subjects. The teachers should reinforce the directions the students are likely to give to a certain question or behavior and shall use it to focus on the skills of learning and adapting a new language all together. Instructional design model The ADDIE design model shall be used in this case to help the students learn a foreign language. The ADDIE stands for Analyse, Design, Develop, Implement, and Evaluate. The basic structure will be useful in coordinating and delivering the objectives of the program. According to the framework the structure that will be followed is to implement the ADDIE. According to this model the first step in the process is to analyse the end for the programs. Thus, understanding and analysing the need for foreign language learning brings to the conclusion that in the modern world the need to be globally accepted is through connection. Getting to know and learn foreign languages is an equally important factor in communication and developing future projects. As the boundaries to communication business and opportunities are opening up, it is important to have the correct skills and development of personality is an important factor. To seize the opportunities the need for the development of such skills is a prime prerequisite. Designs the next step in the process takes the through a step further to be released. The designing refers to the criterion of the learning objectives. The creation of the learning objective gives a sense of purpose and concrete ideas in the system. The LO will be a definitive action which will also act as a performing measurement tool and strategically use the learning process. Develop flowing the design of the learning outcomes and the string the goals for every step. The design process is the creation of the path to reach the goal. The design is closely associated with the design process. The development of the course will be used in order to finally reach the learning outcome. The process will require significant amount of analysis and through understanding of the steps to develop proper learning of the Goals and performance objectives Goals The goal of this proposal is to set the definitive objectives which the students shall follow in order to achieve the desired result of having a thorough understanding of the learning of foreign language through the use of AI Objectives The objectives of the proposal are to make the students understand the process of language learning with the use of the AI process. The e learning proposal is a comprehensive structure of the system. The proposal shall also form the key learning aspects of the system and the process of which shall be followed in the process. Evaluation Traditional educational methods are being modified by artificial intelligence with great ease. Social media use, recognition of speech and in many other sectors artificial intelligence has become an important part of our lives (Goksel & Bozkurt, 2019). The whole academic world has been personalised in a lot more ways and people can now access educational stuff online with just a simple click. Only a computer and a robust internet connection is all that is needed for e-learning nowadays. No more weather hazards come in the way of students and their classes. Attending physical classes regularly are impacted by various factors. Early learning Nowadays parents are aiming at early education for their little ones. This is the place which has been captivated by the benefits of artificial intelligence. The new age parents want their little ones to start their early education as soon as possible (Kolekar, Pai & MM, 2018). The various apps that make use of artificial intelligence are great for providing relevant tutorials to students according to their age group. Course materials Affordability was a great factor in earlier times regarding education. Now the education companies and the IT firms are collaborating to provide easy to afford study materials to students. The whole process has become automated and the best lessons are being tailor made according to the progress of students. Online Courses Providers of post-graduation studies are using artificial intelligence to find out the right students for themselves (Korchi, Idrissi, Messaoudi & Dardor, 2021). Free counselling sessions are provided by Coursera to students and they make the designing of perfect diploma courses based on the data they collect. Assignment writing Feedback systems are doing great for students in their assignment work. Several online essay writing tools are using artificial intelligence and are providing customized solutions for students targeting their weak areas. Exploration This fast-changing world demands only more and more access to technology and devices. Artificial intelligence is becoming a culture predominant in schools and educational institutions. This is allowing more students to get access to an environment surrounded by virtual as well as augmented reality (Lu, Li, Chen, Kim & Serikawa, 2018). This era is full of machines and automation so association with gadgets can be the only survival strategy. Assessment and grading Students are much more dynamic and they all do not come under the same system of grades. Artificial intelligence has made it possible for trainers and educators to assess a student’s performance beyond the grade system. Guidance systems Eradication of unemployment has also become easy and fast due to use of artificial intelligence by recruitment platforms. Fitting candidates are matched with perfect employers from the data collected based on internet activity. Practical mentoring Connecting the right people with the students at most appropriate times is all about project-based mentoring (Mousavinasab et al., 2021). Several stalwarts are finding it convenient to work with educators through the application of artificial intelligence. Recruitment and hiring Machine learning is being used abundantly for corporate recruitment. The hiring of best minds to lead the talents of tomorrow to the right path is what artificial intelligence is helping at. For example, Frontline education is a platform that uses artificial intelligence for match and recruitment. Assessment and Instructional technology Description The assessment and instruction technology will be designed according to the behavioral learning process. The process will include the learning and assessment of the foreign language. The techniques will include use of audio and visual techniques. The audio and visual techniques of learning a new language are essential. The behavioral language training means to reciprocate to a new challenge and also understand the new language and how to react to each of the feelings and its understanding. Each language has a proper way of speaking and understanding the language is extremely important for the person to establish communication. This includes the ways of incorporating the understanding and repetitive analysis of the concepts. The learning materials which will endure audio and visual materials will be used in order to have better understanding of the language and have in depth understanding of the concepts. Evaluation The evaluation process includes the learning management systems which will act in accordance with artificial intelligence systems always make the journey of a learner smooth and helps them in understanding their courses of study better. The benefits of a learning management system based on artificial intelligence are immense. 1) The content created is very highly customized and easy to adapt to the requirements of a learner. 2) Communication with users becomes much easier through avatars. 3) Data about the progress of the learner is easily accessed and the level of understanding is also recorded conveniently. 4) The system is easily modified depending on the response of the learners. 5) Chatbots assist the whole learning process and provide tailored information to learners. 6) Identification of students who struggle with any course or test becomes easier. 7) Adaptive learning process is offered to learners. 8) Gaming tools make the learning process relevant and much engaging. Artificial intelligence is being incorporated in every process of learning. The main challenge is to prepare students for a change in their learning system. Students will need to understand that artificial intelligence will perform automation and performance of repetitive tasks. In certain roles emotional and creative skills are also needed. Best and desired results can be achieved through the combination of human abilities and artificial intelligence systems. Subjects like foreign languages and mathematics will become much easier to teach with the use of artificial intelligence. The role of teachers is inevitable because the rules and exceptions need to be explained to the students. Further research is needed for a successful implementation of artificial intelligence in learning systems. Learner and Setting Characteristics Description Educators need to be made fully aware of the usage and benefits of artificial intelligence. Institutional boards and the IT forms will have to take the initiative to educate them (Fast& Horvitz,2017). Several educational institutions are entering into agreement with renowned companies for teacher training programs. sMixed media guidance alludes to introducing words and pictures that are proposed to cultivate learning. The words can be in verbally expressed structure (like portrayal) or in printed structure, (for example, on screen text). The photos can be in static structure (like outlines, graphs, maps, or photographs) or dynamic structure (like movement or video). Some regular employments of mixed media in e-learning incorporate a movement, video, or static illustrations with going with portrayal; a liveliness, video, or static realistic with going with on screen text; or a PC based intelligent game, reproduction, or action that incorporates spoken or printed text. For many years, words have been the significant arrangement for instructional correspondences—advancing from expressed words, (for example, in talks) to composed words, (for example, on looks) to