LIVING-IN-THE-IT-ERA

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Data Mining

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96 Terms

1

Data Mining

process of discovering patterns, trends, correlations, and useful insights from large sets of data

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2

Science in Information Technology

Refers to the systematic study

and application of principles,

theories, and methodologies from

various scientific disciplines to

understand, develop and improve

the technologies and systems that

constitute the IT field

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3

HCI (Human Computer Interaction

It is a multidisciplinary field that studies

the interaction between humans and

computers.

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4

UI

User Interface

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5

UX

User Experience

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Cryptography

It involves designing algorithms

and protocols to ensure the

confidentiality, integrity, and

authenticity of digital data

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7

Networking and Communication

Examines the principles of data

transmission, network protocols,

and the architecture of computer

networks. It enables the seamless

communication and sharing of

information between devices and

systems

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8

Language and Localization

Cultural diversity requires

software and applications to be

localized and translated to meet

the linguistic and cultural needs

of different regions

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9

Digital Divide

Certain groups have limited

access to technology due to

economic, educational, or cultural

barriers. Bridging this divide

requires understanding and

addressing these cultural factors

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10

Privacy and Data Security

Some cultures may

prioritize privacy more than

others, leading to differences in

data-sharing behaviors and the

need for tailored privacy settings

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11

Privacy

How personal data is collected,

stored, and used raises concerns

about user consent and control

over their information

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12

Security

Ensuring the security of digital

systems to protect against

breaches, hacking, and data theft

is a vital ethical consideration

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13

Disruptive Technology

Refers to innovations that

significantly alter or revolutionize

an industry or market by

displacing existing products,

services, or business models.

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14

Disruption Process

Disruptive technologies often

follow a specific pattern of

adoption and market

transformation.

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Emergence

A new technology emerges with

features that appeal to a niche

market segment.

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Growth

Technology improves over time, capturing larger audience while remains competitive

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17

Mainstream Adoption

Technology continues to evolve

and gradually gains mainstream

acceptance. It starts to invade the

territory of existing solutions,

causing established player to take notice

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18

Market Transformation

As technology becomes more

advanced and its advantages

become clearer, it can disrupt

entire industries.

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19

Digital Photography

The advent of digital photography

disrupted the traditional film-based

photography industry

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20

Electric Vehicles

Have the potential to disrupt the

automotive industry by replacing internal

combustion engine vehicles

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21

3D Printing

allowing the creation of complex objects layer by layer. This technology has the potential to decentralize production, enable rapid prototyping, and reduce the need for traditional supply chain

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22

Block Chain and Cryptocurrency

• Has disrupted various industries,

particularly finance, by enabling secure,

transparent, and decentralized transactions

• Its Likes disrupted various industries, particularly finance, by enabling secure, transparent, and decentralized transactions

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23

Regulation and Ethics

The introduction of new

technologies often goes beyond

their technical capabilities. It

requires a broader consideration

of how these technologies fit into

society, how they impact

individuals and communities, and

how they align with societal

values

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Resistance to Change

Established players might resist

adopting new technologies due to

investments in existing

infrastructure and processes

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Market Uncertainty

Predicting the long-term success

of disruptive technology can be

challenging, as factors like

consumer adoption

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Privacy Concerns

Data breaches,

unauthorized access to personal data,

and surveillance issues have raised

questions about individuals’ control

over their digital identities.

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Cybersecurity Threats

Hacking, malware, phishing

attacks, and ransomware can

compromise sensitive information,

disrupt services, and cause financial

losse

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Digital Addiction

Excessive screen time can

lead to anxiety, depression, and reduced

face-to-face social interactions.

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Fake News and Misinformation

It

becomes challenging to distinguish

credible sources from unreliable ones,

undermining informed decision-making.

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30

Loss in Human Communication

Overreliance on digital communication can weaken interpersonal relationships and social skills.

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31

Online Harassment and Bullying

These behaviors can lead to emotional

distress, mental health issues, and

sometimes even tragic outcomes.

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Dependecy on Technology

Society’s increasing reliance on

technology can create vulnerabilities. If

systems fail or are compromised,

essential services and infrastructure

might be disrupted, impacting various

aspects of li

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33

Erosion of Privacy

The constant connectivity enabled by

ICT can erode personal privacy.

Surveillance technologies, data collection

practices, and the sharing of personal

information can create a sense of being

constantly monitored

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34

4th Industrial Revolution

often referred to as Industry 4.0, represents a new phase of technological advancement that builds upon the third industrial revolution (the digital revolution) and blurs the lines between the physical, digital, and biological spheres.

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35

Internet of Things

involves connecting everyday objects to the internet and enabling them to send and receive data.

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36

Conmected Devices

involves connecting everyday objects to the internet, turning them into SMART DEVICES. These can include anything from thermostats and refrigerators to vehicles and wearable fitness trackers

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Data Collection and Analysis

IoT devices generate a vast amount of data through sensors and interactions.

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Smart Cities

Traffic management, waste management, energy distribution, and public safety can all benefit from interconnected devices and data analysis.

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Supply Chain Management

IoT devices can track the movement of goods along the supply chain, enhancing transparency, traceability, and reducing delays.

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Security and Privacy

While IoT offers numerous benefits, it also raises concerns about data security and privacy. As more devices collect and transmit data, ensuring robust security measures is essential to protect sensitive information.

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Big Data Analysis

The 4th Industrial Revolution generates an unprecedented amount of data. IT systems are crucial for managing and analyzing this data to extract meaningful insights. This is essential for making informed business decisions, improving products and services, and optimizing processes

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Artificial Intelligence and Machine Learning

Technologies that are central to the 4th Industrial Revolution. These systems can process and analyze large datasets, automate complex tasks, and even make autonomous decisions

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Cybersecurity

measures to protect sensitive data, critical infrastructure, and personal information from cyberattack

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Firewalls

Hardware or software-based systems that monitor and control incoming and outgoing network traffic to prevent unauthorized access.

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Antivirus and Antimalware

It's important to note that the threat landscape is constantly evolving, and new forms of malware are developed regularly. As a result, keeping your _____ and ____ software up to date is crucial to ensure that you are protected against the latest threats

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Multi-Factor Authentication

Requiring users to provide multiple forms of verification to access systems, enhancing security

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IoT and Industrial Control Systems Security

Protecting these interconnected systems presents unique challenges due to their widespread use.

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48

Edge Computing

is a distributed computing paradigm that involves processing data closer to its source rather than sending it to a centralized cloud server for processing. In traditional cloud computing, data is sent to remote data centers for processing and analysis.

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49

Robotics and Automation

The 4th Industrial Revolution sees an increase in the use of robotics and automation in various industries. IT professionals are responsible for rpogramming and managing these robotic ysstems, as well as integrating them with other IT systems.

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50

Digital Twins

is a virtual representation of a physical object, process, or system. It enabling organizations to simulate and optimize real-world scenarios before implementation.

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Augmented Reality (AR) and Virtual Reality

IT is responsible for creating and supporting the infrastructure needed for these immersive experiences.

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Blockchain Technology

____ provides secure and transparent transaction records. In the context of Industry 4.0, it can be used for supply chain management, digital identity verification, and more. IT professionals work on implementing and maintaining blockchain systems.

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Access Divide

This aspect of the digital divide refers to the disparity in the physical access to digital technologies and the internet. Some people may lack the necessary infrastructure, like broadband internet or computers, to get online.

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Usage Divide

Some individuals may not possess the digital skills or knowledge required to effectively use the internet and digital tools or various purposes, such as education, job searches, or healthcare.

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59

Digital Divide

refers to the gap or disparity in access to and use of digital technologies and the internet between different groups or communities, often based on factors such as socioeconomic status, geography, age, education, and more.

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60

Affordability Divide

The cost of digital devices, internet service, and software can be a barrier for many people, particularly those with limited financial resources. High prices for devices and data plans can restrict access for lower-income individuals and families

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Relevance Divide

Some individuals and communities may not see the relevance of digital technologies to their lives or may lack awareness of the potential benefits. This can lead to underutilization of available resources.

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Empowerment Divide

This divide relates to the ability of individuals and communities to leverage digital technologies for personal and collective empowerment. Those who can effectively use digital tools are often better equipped to access information, participate in online communities, engage in civic activities, and pursue economic opportunities.

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63

Geographic Divide

Rural areas may face unique challenges in terms of digital infrastructure development, with limited access to high-speed internet and mobile networks.

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Infrastructure Access

This dimension refers to physical access to digital infrastructure, including broadband internet, computers, smartphones, and other digital devices.

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Connectivity Access

Access to reliable and high-speed internet is a crucial component of digital access. Disparities in connectivity can result from differences in the availability of broadband services, mobile network coverage, and the affordability of internet plans.

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Digital Skills

Digital literacy and skills play a significant role in the effective use of digital technologies. Disparities in digital skills can stem from differences in education levels, age, and exposure to technology.

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Online Services and Application

Differences in the use of online services and applications, such as e-commerce, online education, telemedicine, and government services, can contribute to the digital divide. Some individuals may lack access to or knowledge about these services.

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Cost of Devices

The affordability of digital devices, including computers, smartphones, and tablets, can be a significant barrier to access. Low-income individuals and families may struggle to purchase the necessary hardware.

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Cost of Internect Service

It includes monthly subscription fees, can be a barrier to access for many people, especially in regions with limited competition among internet service providers.

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70

Perceived Relevance

Some individuals and communities may not perceive the internet and digital technologies as relevant to their daily lives, which can lead to a lack of interest in adopting these technologies.

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Content and Language Barriers

Limited availability of content in local languages and culturally relevant digital resources can deter individuals from engaging with digital technologies.

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Income and Wealth

Socioeconomic status can be a major determinant of digital access. Low-income individuals and families may struggle to afford both devices and internet services.

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73

Education

It can influence digital skills and literacy, as those with higher education often have more exposure to technology and digital resources.

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74

Infrastructure Investment

Governments and private sector entities can invest in building and expanding digital infrastructure, including broadband networks, especially in underserved rural and remote areas. This involves laying down the necessary physical infrastructure to ensure internet access for all.

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Affordable Access

To make digital technologies more accessible, policymakers can work to reduce the cost of internet service and digital devices. This may include subsidies for low-income individuals or families, encouraging competition among internet service providers, and promoting the development of affordable digital devices.

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Digital Literacy Programs

Educational institutions and organizations can offer digital literacy programs and training to individuals who lack digital skills. These programs teach people how to use digital tools effectively, access online information, and protect themselves online.

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Community Access Centers

Establishing community centers with free or low-cost internet access and digital resources can help bridge the gap for individuals who lack access at home. These centers can provide a safe and supportive environment for people to learn and use digital technologies.

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Digital Inclusion Initiatives

Governments, nonprofits, and businesses can launch digital inclusion initiatives aimed at marginalized or disadvantaged communities. These initiatives may include providing free or discounted devices, internet connectivity, and digital skills training.

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Public-Private Partnerships

Collaboration between government entities and private sector companies can be instrumental in expanding digital access. Public-private partnerships can help fund infrastructure projects and initiatives to make digital technologies more accessible.

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Data Privacy and Security Education

Alongside digital literacy, individuals should also be educated about online privacy and security to protect themselves from cyber threats.

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Inclusive Design

When developing digital products and services, businesses and organizations should consider inclusive design principles to ensure that their offerings are accessible to people with disabilities and diverse backgrounds.

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Research and Assessment

Continuous research and assessment of the digital divide's impact and its changing dynamics are essential for designing effective strategies and measuring progress.

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