Computer ScienceNEB 2081
Give five examples of AI applications in the education. [5] GROUP: C Long answer questions 2 × 8 = 16
5Answer
Artificial Intelligence (AI)
Artificial Intelligence (AI) is the branch of computer science that designs machines and software capable of performing tasks that normally require human intelligence. These tasks include learning from data (machine learning), reasoning, problem‑solving, perception (vision, speech), and natural‑language understanding. AI systems use algorithms, statistical models, and large datasets to mimic cognitive functions such as pattern recognition, decision making, and adaptation.
Application Areas of AI in Education
| Application Area | How AI is Used | Benefit to Learners / Teachers |
|---|---|---|
| Intelligent Tutoring Systems (ITS) | Adaptive algorithms diagnose a student’s knowledge state and provide personalized hints, explanations, and practice problems. | Tailors instruction to individual pace, improving mastery and motivation. |
| Automated Grading & Feedback | Natural‑language processing and machine‑learning models evaluate essays, coding assignments, and short answers, delivering instant scores and comments. | Saves teachers’ time and gives students rapid, formative feedback. |
| Learning Analytics & Predictive Modeling | Data mining of interaction logs predicts at‑risk students, identifies knowledge gaps, and suggests interventions. | Enables early support, reducing dropout and improving outcomes. |
| Chatbots & Virtual Assistants | Conversational agents answer FAQs, guide navigation of learning platforms, and simulate tutoring dialogues. | Provides 24/7 assistance, enhancing accessibility and self‑directed learning. |
| Content Personalisation & Recommendation | Recommender systems suggest videos, readings, or exercises based on learner preferences and performance. | Increases relevance of resources, fostering deeper engagement. |
| Virtual & Augmented Reality (VR/AR) with AI | AI‑driven agents populate immersive simulations, adapting scenarios to learner actions. | Offers experiential learning in science labs, historical sites, or skill‑based training. |
| Plagiarism Detection | Machine‑learning classifiers compare submissions against massive corpora to flag potential plagiarism. | Upholds academic integrity and teaches proper citation practices. |
These AI‑driven tools transform traditional classrooms into dynamic, data‑informed learning environments, supporting differentiated instruction, efficient assessment, and continuous improvement for both students and educators.
Discussion
Loading…
More Computer Science questions
Which of the following is the purpose of using primary key in database ? a) To uniquely identify a record b) To store duplicate record c) To backup data d) To…NEB 2082 (MCQs)1A company needs to modify an existing table by adding a new column for employee email addresses. For this, which SQL command should be used ? a) CREATE b)…NEB 2082 (MCQs)1Which protocol is used for secure communication over a computer network ? a) HTTP b) FTP c) HTTPS d) TelnetNEB 2082 (MCQs)1Which control structure in JS (Java Script) is used to execute a block of code repeatedly based on a given condition ? a) For loop b) if else c) switch case…NEB 2082 (MCQs)1Select the invalid variable name in PHP. a) $name b) $ name c) $1name d) $name123NEB 2082 (MCQs)1The statement int number ( int a); is a ... a) function call b) function definition c) function declaration d) function executionNEB 2082 (MCQs)1