7. Recent Trends in Technology [Most Important Questions and Solutions]
2080 GIE Set B Q.No. 14
Give any five examples of AI related applications.
2077 Set D Q.No. 7 What
is AI? Describe the applications of AI.
[2+3]
2079 Set A Q.No. 14
Explain the popular five-application areas of AI.
Ans: For Definition
of AI look on 2082 Q.No. 14
Popular Applications of AI (Example
of AI related applications) are as follows:
1) Natural
Language Processing (NLP): Enables machines to understand, interpret, and
generate human language. For example, Google Translate translates text between
multiple languages.
2) Computer
Vision: Allows systems to analyze and interpret visual data such as images
and videos. For example, Apple’s Face ID uses facial recognition to unlock
devices securely.
3) Recommendation
Systems: Suggest personalized content, products, or services based on user
preferences and behaviors. For example, YouTube recommends videos according to
a user’s viewing history.
4) Predictive
Analytics: Uses historical data and algorithms to predict future outcomes
and trends. For example, weather apps forecast conditions based on past and
current data patterns.
5) Robotics:
AI-driven machines perform tasks autonomously or semi-autonomously. For
example, Amazon’s warehouse robots automate sorting and inventory management.
6) Healthcare
Applications: AI is used to improve patient care, diagnostics, and drug
discovery. For example, AI-powered systems like PathAI assist in diagnosing
diseases from pathology slides.
7) Autonomous Vehicles (e.g. Tesla Autopilot) and Intelligent Virtual Assistants (e.g., Siri, Google Assistant)
2082 Q.No. 14 What is
AI? Explain application areas of AI in education. [5]
2081 Q.No. 14 Give five
examples of AI applications in the education. [5]
Ans:
Artificial Intelligence (AI)
is the simulation of human intelligence processes by machines, especially
computer systems, enabling them to perform tasks such as learning, reasoning,
problem-solving, perception, and decision-making without explicit human
instructions. Example: A self-driving car uses AI to analyses its surroundings,
make decisions, and navigate roads safely.
Applications of AI in
Education:
- Intelligent Tutoring Systems (ITS): Provide
personalized lessons and feedback based on a student’s learning pace. Example:
Khan Academy
- Automated Grading Systems: Check and score
assignments or quizzes instantly, saving time and effort. Example:
Gradescope
- Language Translation Tools: Help students
translate study materials into their native language. Example:
Google Translate
- AI-based Content Creation Tools: Generate
quizzes, notes, and study materials automatically. Example: Quizlet
5.
Adaptive Learning Platforms: Adjust
content difficulty according to the learner’s progress. Example: Khan
Academy
- Chatbots for Student Support: Answer common
questions about courses, schedules, or homework. Example: Ivy.ai
7.
Plagiarism Detection Software: Identify
copied or unoriginal content in assignments. Example: Turnitin
8.
Virtual Classrooms & AI-Powered Assistants: Example:
Zoom with Otter.ai
2081 GIE Set A Q.No. 14 Define Robotics. Explain the
application of Robotics in various fields such as industry and healthcare.
[5]
Ans:
Robotics is a branch of technology that involves the design,
construction, operation, and use of robots to perform tasks autonomously or
semi-autonomously. It integrates mechanical engineering, electronics, computer
science, and artificial intelligence (AI) to develop machines that can mimic
human actions or enhance efficiency in various domains.
Applications of Robotics in various fields such as industry and
healthcare are as follows:
1. Industrial Applications:
a) Manufacturing: Robots automate assembly lines
in industries like automotive and electronics, increasing precision and
productivity.
b) Warehouse Automation: Companies like Amazon
use robots for inventory management and order fulfilment.
c) Quality Control: Robots inspect products for defects,
ensuring consistency in mass production.
2. Healthcare Applications:
a) Surgical Robots: Used in procedures like
robotic-assisted surgeries (e.g., Da Vinci Surgical System).
b) Rehabilitation Robots (prosthetics): Assist
patients in physical therapy and mobility improvement.
c) Medical Delivery Robots: Transport medicines and
supplies in hospitals, reducing human contact in infection-prone areas.
2081 GIE Set B Q.No. 14 Define
the terms Big Data and IoT (Internet of Things). [5]
Big Data is a term that
describes extremely large and complex datasets that traditional data processing
methods can't handle efficiently. It covers data that is characterized by high
volume, high velocity, and high variety, often requiring advanced techniques and
technologies to analyse and extract meaningful information. Examples of
Big Data:
a) Social
media data (Facebook, Twitter, Instagram)
b) Search
engine data (Google, Bing)
c) E-commerce
transactions (Amazon, Flipkart)
d) Streaming
services data (Netflix, YouTube, Spotify)
Internet of Things (IoT)
refers to the network of physical devices, vehicles, appliances, and other
physical objects that are embedded with sensors, software, and network
connectivity, allowing them to collect and share data. These devices, often
referred to as “smart objects,” can range from simple everyday items like smart
thermostats to complex industrial machinery.
Applications of IoT are as follows:
a) Smart Homes (e.g. smart
thermostats, security cameras)
b) Healthcare (e.g. wearable
health monitors)
c) Agriculture (e.g. smart
irrigation systems)
d) Smart Cities (e.g. traffic
management, waste monitoring)
2080 GIE Set A Q.No. 14 Define
cloud computing services. [5]
Cloud computing is the on-demand
delivery of computing services, such as servers, storage, databases,
networking, software and intelligence, over the internet (“the cloud”) to offer
faster innovation, flexible resources, and economies of scale.
Cloud computing offers various
service models that provide users with different levels of control,
flexibility, and responsibility. The three primary service models are:
1.
Infrastructure as a Service (IaaS):
Provides fundamental computing resources, such as servers, storage, and
networking, over the internet (“the cloud”) to offer on-demand access to
virtualized computing infrastructure.
Examples: Amazon Web Services (AWS), Microsoft Azure, Google Cloud
Platform (GCP).
2.
Platform as a Service (PaaS): Delivers a
computing platform, such as operating systems, programming language execution
environments, databases, and web servers, over the internet (“the cloud”) to
offer developers an environment for building, testing, and deploying
applications.
Examples: Heroku, Google App Engine, Microsoft Azure App Services.
3.
Software as a Service (SaaS): Delivers
applications over the internet (“the cloud”) to offer users access to software
on demand, without the need for local installation or maintenance.
Examples: Google Workspace, Microsoft 365, Salesforce.
2080 Q.No. 14 What is
cloud computing? Point out the advantage and disadvantage of cloud computing.
[1+4]
2079 GIE Set A Q.No. 14 Explain
the concept of cloud computing.
Ans:
Example:
Google Drive is a cloud-based storage service that allows users to store,
access, and share files online from any device.
Advantages of Cloud Computing:
1.
Cost-Effective: Users save money by
paying only for the resources they use instead of buying expensive hardware.
2.
Scalability: Cloud services can easily
expand or shrink according to needs.
3.
Accessibility: Data and applications can
be accessed from anywhere with an internet connection.
4.
Data Backup and Recovery: Cloud services
provide easy backup and disaster recovery options.
5.
Collaboration: Multiple users can work on
the same file or project at the same time.
Disadvantages of Cloud
Computing:
1.
Internet Dependency: Cloud services
require a reliable internet connection.
2.
Security and Privacy Risks: Storing data
in the cloud can make it vulnerable to cyberattacks.
3.
Limited Control: Users have less control
over cloud infrastructure and software.
4.
Potential Downtime: Cloud services may
sometimes be temporarily unavailable.
5.
Cost Over Time: Long-term subscription
fees can become expensive for heavy users.
2071 Supp Q.No. 11/2072 Set
C Q.No. 13 What is E-government? List the importance
of e-governance. [1+4]
2071
Set D Q.No.
14 Describe the objectives of e-governance.
2070 Set D Q.No. 14 What
are the objectives of e-governance? Explain.
2069 Q.No. 11 What are
the key challenges of implementing e-governance in developing countries?
Ans:
E-Governance (Electronic
Government):
E-governance is the use of information
and communication technology (ICT) by the government to provide services,
information, and communication to citizens, businesses, and other government
agencies. It helps make government processes faster, transparent, and
efficient.
Types of E-Governance:
1.
G2C (Government to Citizen): Services
from government to citizens, such as online tax filing and passport
application.
2.
G2B (Government to Business): Services
from government to businesses, such as business registration and online
licensing.
3.
G2G (Government to Government):
Communication and information exchange between government departments.
4.
G2E (Government to Employees): Services
for government employees, such as payroll and training programs.
Objectives(importance) of
E-government:
1. Transparency: E-governance
makes government activities clear and open to the public.
2. Efficiency: It improves the
speed and quality of government services.
3. Accessibility: It provides easy
access to services for all citizens.
4. Accountability: It holds
government officials responsible for their actions.
5. Cost-Effectiveness: It reduces
time, effort, and cost in delivering services.
6. Citizen Participation: It
encourages public involvement in decision-making processes.
Challenges of E-Governance in
Developing Countries:
1.
Poor internet and ICT infrastructure.
2.
High cost of implementation.
3.
Low digital literacy among citizens and
employees.
4.
Resistance to change from traditional methods.
5.
Data security and privacy concerns.
6.
Lack of proper laws and regulations.
2078 Set C Q.No. 14 What
is E-commerce? List out demerit of E-commerce.
2075 Set B Q.No. 14 What
is E-commerce? Point out the advantages of E-commerce.
Ans:
E-commerce (electronic commerce)
is the buying and selling of goods and services over the internet,
allowing businesses and customers to conduct transactions without physical
stores.
Types of E-Commerce:
1.
B2C (Business to Customer): Businesses
sell products directly to customers online, such as Daraz and Amazon.
2.
B2B (Business to Business): Businesses
sell products or services to other businesses, such as suppliers providing
materials to manufacturers.
3.
C2C (Customer to Customer): Customers
sell products to other customers through online platforms, such as eBay.
4.
C2B (Customer to Business): Customers
offer products or services to businesses, such as through freelance platforms.
Advantages of E-Commerce:
1. It
saves time and effort for buyers and sellers.
2. It
is accessible 24/7 from anywhere with internet.
3. It
provides a wider market reach for businesses.
4. It
is cost-effective compared to physical stores.
5. It
allows convenient payment methods through online banking and digital wallets.
Disadvantages of E-Commerce:
1. It
requires internet access.
2. It
carries the risk of online fraud and data theft.
3. Customers
cannot physically inspect products before purchase.
4. It
depends on technology and delivery systems.
5. It
may face delivery delays due to logistics or courier issues.


