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Questions and Answers

Which capability is a core aspect of Artificial Intelligence, enabling systems to adapt and improve performance over time?

  • Exclusive reliance on human input for all decision-making.
  • Fixed programming based on predetermined rules.
  • Static operational parameters that cannot be altered.
  • Learning and adapting from data. (correct)

How does the incorporation of AI aim to enhance the decision-making processes within businesses?

  • By facilitating decisions grounded in factual data analysis, reducing emotional or biased influences. (correct)
  • By complicating the decision-making processes with excessive data.
  • By ensuring decisions are made solely on the basis of human intuition.
  • By prioritizing emotional responses and instinctive judgments.

In what way do AI-driven route updates exemplify AI's utility in everyday scenarios?

  • They hinder transportation efficiency through random alerts.
  • They offer real-time transit options and updates to streamline commutes. (correct)
  • They exclusively benefit transportation companies, ignoring personal commuters.
  • They depend on outdated data, resulting in inaccurate and irrelevant information.

Which of these options accurately describes how AI is utilized within vehicle 'drive assist' technologies?

<p>AI provides automated braking and parking assistance, enhancing vehicle safety and handling. (B)</p> Signup and view all the answers

What is the primary advantage of employing facial and voice recognition technologies in security systems and online transactions?

<p>Simplified user experience with enhanced security measures. (B)</p> Signup and view all the answers

How could police forces utilize AI-driven predictive policing tools to enhance public safety?

<p>To predict crime hotspots and the likelihood of reoffending, optimizing resource allocation. (D)</p> Signup and view all the answers

What is the main impact of AI-driven recommendation systems used by online platforms and streaming services?

<p>They tailor content to individual preferences, improving user experience and engagement. (D)</p> Signup and view all the answers

How do modern satellite navigation systems utilize AI to enhance travel assistance for motorists and travelers?

<p>By learning user driving habits to predict and suggest optimal routes based on live data. (A)</p> Signup and view all the answers

Which scenario best exemplifies the application of machine learning for adapting content to user preferences?

<p>Netflix recommending movies based on a user's viewing history. (D)</p> Signup and view all the answers

How do AI and machine learning contribute to a business's ability to understand and cater to its customers?

<p>By enabling faster and more accurate processing of large data volumes to identify customer preferences. (A)</p> Signup and view all the answers

In what way does machine learning differ from traditional computer programming?

<p>Machine learning uses algorithms to enable devices to learn and adapt on their own, whereas traditional programming requires explicit instructions. (A)</p> Signup and view all the answers

What is a potential negative consequence of the increasing use of AI in customer service, as suggested in the text?

<p>Mass unemployment of customer service agents due to automation. (B)</p> Signup and view all the answers

How does AI leverage management information systems (MIS) to enhance data processing?

<p>By using MIS components like critical infrastructures and data analytics to process large data volumes faster and more accurately than humans. (B)</p> Signup and view all the answers

What role does big data play in the functionality of AI, according to the content?

<p>AI relies on big data and automated statistical analysis to learn from data through coding and algorithms. (B)</p> Signup and view all the answers

What is the primary function of ChatGPT, as described?

<p>To generate human-like text responses to questions and prompts. (B)</p> Signup and view all the answers

How are social media businesses utilizing advanced machine learning?

<p>To moderate content and address issues such as fake news, hate speech, and online scams in real time. (B)</p> Signup and view all the answers

Which scenario exemplifies the potential threat of AI to democracy, as highlighted by Eric Schmidt?

<p>The use of AI algorithms in political campaigns to spread misinformation and manipulate voters. (C)</p> Signup and view all the answers

What is the most significant challenge highlighted by the examples of the parcel delivery chatbot and the car dealership chatbot?

<p>The difficulty in ensuring AI systems provide consistently appropriate and accurate responses. (A)</p> Signup and view all the answers

How does technological innovation, specifically Machine Learning, enhance a firm's competitiveness?

<p>By enabling computers to analyze data autonomously and improve productivity and product quality. (C)</p> Signup and view all the answers

What is the role of sophisticated computer systems in the context of big data?

<p>To capture, process, and analyze the extensive volumes of complex data. (C)</p> Signup and view all the answers

What is the relationship between the amounts of available data and business decision-making?

<p>Business decision-making can be improved when there are large amounts of <em>meaningful</em> data available. (B)</p> Signup and view all the answers

Why are concerns about bias, misinformation, and privacy rights associated with the use of AI?

<p>AI algorithms can perpetuate and amplify existing societal biases, spread false information, and infringe on personal privacy. (D)</p> Signup and view all the answers

A company is considering implementing AI-driven decision-making in its marketing strategy. Which factor should they prioritize to mitigate potential ethical risks?

<p>Ensuring transparency and accountability in the AI algorithms used. (A)</p> Signup and view all the answers

How can a business leverage technological innovation to improve its product quality and market competitiveness?

<p>By partially or fully replacing existing technologies with innovations that enhance productivity. (A)</p> Signup and view all the answers

How can implementing big data analytics provide businesses a competitive advantage?

<p>By gaining insights to improve strategic decision making. (D)</p> Signup and view all the answers

Which of the following is an example of how airline companies leverage big data?

<p>Dynamically adjusting ticket prices based on demand and time of year. (B)</p> Signup and view all the answers

How do amusement park operators, such as Walt Disney World, utilize big data?

<p>To understand visitor behavior and enhance the guest experience. (B)</p> Signup and view all the answers

In what way do banks leverage big data to enhance their services?

<p>Delivering improved and personalized services based on transactional data. (B)</p> Signup and view all the answers

How do car manufacturers utilize big data from vehicles?

<p>To improve traffic flow, reduce congestion, and predict vehicle maintenance. (B)</p> Signup and view all the answers

What is one way insurance companies use big data obtained from a car's black box?

<p>To make informed decisions about risk management and insurance premiums. (A)</p> Signup and view all the answers

How do e-commerce businesses, like Amazon, use big data?

<p>For product recommendations to increase sales revenues. (B)</p> Signup and view all the answers

What is a key application of big data for energy companies?

<p>Optimizing the generation, distribution, and consumption of energy. (D)</p> Signup and view all the answers

A company is considering investing in big data analytics. Which factor should they prioritize to ensure a valuable return on investment?

<p>The ability to extract meaningful insights and use the data for improved decision-making. (D)</p> Signup and view all the answers

What is the primary driver behind the projected compound annual growth rate (CAGR) of 28.2% in the big data as a service market?

<p>The ability of big data to assist businesses in various interconnected ways. (D)</p> Signup and view all the answers

A marketing team wants to use big data to understand why a recent ad campaign failed to resonate with its target audience. Which 'V' of big data would be most crucial in this scenario?

<p>Variety, to integrate data from different sources like social media and customer surveys. (A)</p> Signup and view all the answers

In what way does the application of big data contribute to a more structured and defensible approach to corporate decision-making?

<p>It provides a documented, fact-based rationale that justifies strategic choices. (B)</p> Signup and view all the answers

A company is overwhelmed by the amount of data it collects. What should its first step be to turn this data into a valuable asset?

<p>Develop a strategy to extract meaningful insights and use the data for specific business goals. (C)</p> Signup and view all the answers

Which scenario best illustrates the 'velocity' aspect of big data?

<p>A social media platform processing millions of posts and comments in real-time. (C)</p> Signup and view all the answers

What is the significance of 'veracity' in the context of big data?

<p>Validating the accuracy and reliability of the data. (B)</p> Signup and view all the answers

How could a company leverage big data to improve its operational efficiency?

<p>By identifying bottlenecks and areas for automation in its workflows. (D)</p> Signup and view all the answers

Flashcards

What is AI?

Computer systems performing tasks requiring human intelligence.

How does AI learn?

Learning from data to perform tasks like facial and voice recognition.

What human actions does AI mimic?

Mimicking human behavior, learning, problem-solving, and decision-making.

How does AI make decisions?

Making rational decisions based on data, minimizing emotional biases.

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AI in commuting?

Apps providing real-time travel updates.

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AI in vehicles?

Automatically braking in emergencies, assisting with parking.

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AI in security?

Accessing accounts, completing purchases, opening security doors.

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AI in policing?

Predicting where crimes are likely to occur and who might reoffend.

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Smart Assistants

Smart assistants (chatbots) that help with inquiries in banking, insurance, healthcare, and travel.

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ChatGPT

A language model by OpenAI that generates human-like text responses.

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Smart Home Appliances

Appliances that automatically clean, defrost, or vacuum without human input.

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Predictive Text

Predictive text functions that suggest words when typing on devices.

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AI in MIS

Using AI to process large data volumes faster and more accurately than humans can.

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Machine Learning

Using algorithms and statistical models to enable devices to learn and adapt without direct instructions.

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ML for Content Moderation

Using machine learning to identify and address fake news, hate speech and online scams.

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AI for Content Personalization

Tracking user data to determine preferences and customize content.

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Big Data

High-volume, high-velocity, and/or high-variety information assets requiring innovative processing for enhanced insights.

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Big Data: Volume

The large amount of data generated from various sources.

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Big Data: Variety

The diversity of data types, providing multiple perspectives.

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Big Data: Velocity

The speed at which data are generated and stored, often in real-time.

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Big Data: Veracity

The accuracy and reliability of data, separating accurate from inaccurate data.

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Big Data: Value

The usefulness of data for problem-solving and better decision-making.

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Informed Business Decisions

Using facts, trends, and logic to make sound decisions.

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Customer Understanding

Understanding customers better to provide goods and services that satisfy them.

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AI Job Replacement (Near-Term)

The idea that AI is unlikely near-term to fully take over jobs needing high-level reasoning and human connection.

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Risks of AI

Concerns that AI could amplify biases present in data, spread false information, and potentially violate people's rights to privacy.

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Management Information Systems (MIS)

Advanced computer technologies and innovations influencing business decisions and stakeholders.

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Technological Innovation

Replacing an old technology with a newer one to boost a company’s productivity, product quality, and competitiveness.

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MIS: Benefits, Risks, & Ethics

The positive, negative, and moral effects of management information systems and technological innovations on business decisions and all those involved.

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Structured Data

Data that has been processed with meaning and context

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Big Data Analytics

Using vast data sets to gain insights for better decision-making and competitive advantage.

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Dynamic Pricing

Adjusting prices in real-time based on demand and other factors.

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Personalized Services using Big Data

Enhancing customer service by using data to understand and anticipate customer needs.

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Fraud Detection using Big Data

Employing data analysis to identify and prevent fraudulent activities.

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Big Data in Automotive

Improving traffic flow and predicting maintenance needs using live data from vehicles.

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Product Recommendations via Big Data

Using data to recommend products to customers, increasing sales.

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Big Data in Energy

Optimizing energy use by analyzing data from power plants and smart meters.

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Big Data for Food Delivery

Accurately predicting delivery times and recommending meals using data analysis.

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Study Notes

  • Artificial intelligence (AI) involves computer systems performing tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation.
  • AI is a field of computer science focused on developing smart machines capable of motion or voice-activated commands.
  • AI enables computers and IoT devices to mimic human behavior by learning from experiences and processing data for decision-making.
  • AI allows businesses to make rational, data-driven decisions, reducing reliance on human emotions and biases.
  • Examples of AI in daily life include apps providing virtual updates for commuters, helping them find alternative routes and interchange platforms.
  • AI drive assist functions can automatically brake in emergencies and aid drivers in tight parking situations.
  • Security systems use aerial drones that launch automatically when an alarm is triggered, streaming live video to a private security team.
  • Some UK police forces use AI to predict crime locations and the likelihood of reoffending, potentially reducing pressure on officers and improving public safety.
  • Online search engines, social media, streaming services, and e-commerce sites use AI to recommend content and products.
  • Satellite navigation systems, such as Google Maps, Apple Maps, and Waze, use GPS to provide live travel assistance.
  • Smart assistants (chatbots) offer help with banking, insurance, healthcare, travel, and tourism inquiries.
  • ChatGPT is an AI language model developed by OpenAI that produces human-like text responses to questions and prompts.
  • Smart home appliances like refrigerators and vacuum cleaners can operate without human input, using sensors to manage cleaning and defrosting.
  • AI is used for predictive text functions that allow auto completion when typing a message on a smartphone, tablet, or computer.
  • Artificial intelligence processes large data volumes faster and more accurately than humans, relying on big data and automated statistical analysis through specific coding and algorithms, using machine learning.
  • Machine learning allows electronic devices to memorize and adapt without direct instructions.
  • Machine learning lets computers learn and determine results based on patterns in large datasets, imitating human behavior and decision-making.
  • Social media uses advanced machine learning to combat fake news, hate speech, online scams, and dishonest advertising in real time.
  • AI and machine learning have transformed how businesses interact with customers by improving their ability to respond to evolving needs.
  • Service providers use AI to track user data and customize content, but AI advancements may cause unemployment for customer service agents.
  • AI is unlikely to replace roles requiring critical thinking and empathy.
  • Former Google CEO Eric Schmidt raised concerns about AI's threat to democracy due to misinformation and its risks of bias, misinformation, and privacy rights infringement.
  • in early 2024, a chatbot for DPD swore at and criticized a customer, gaining unwanted attention on social media.
  • Also in early 2024, a car dealership chatbot agreed to sell a Chevrolet for just $1, highlighting the challenges of AI in customer service.

Benefits, Risks & Ethical Implications of MIS

  • Management information systems (MIS) encompass advanced computer technologies and innovations that influence business decision-making and stakeholders.
  • Technological innovation involves replacing an existing technology with one that improves a firm's productivity, product quality, and market competitiveness.
  • Machine learning is an area within AI that enables computers to learn from data analysis and autonomously carry out tasks.
  • MIS and technological innovations have benefits, risks, and ethical implications for business decisions and stakeholders.

Big Data

  • Big data refers to large amounts of unprocessed and processed data from various sources.
  • Big data requires sophisticated computer systems to capture, process, and analyze the data.
  • Business decision-making improves with large amounts of meaningful data.
  • The big data as a service market was valued at $12.74 billion in 2020 and is projected to reach $93.52 billion by 2028, with a compound annual growth rate of 28.2%.
  • Big data aids businesses with more informed decisions based on facts, improved customer understanding, enhanced business activities, and increased revenues and profits.
  • Big data involves high-volume, high-velocity, and high-variety information assets requiring cost-effective processing for better insight and process automation.
  • Volume: The large amount of data generated from sources like smartphones, streaming services, and social media.
  • Variety: The different types of data that provide multiple perspectives and comprehensive insights.
  • Velocity: The speed at which data is generated and stored, often live.
  • Veracity: The accuracy of the data, including the ability to remove inaccurate data.
  • Value: The extent to which the data are useful for problem-solving and improving decision-making.
  • Value is essential in the interconnected world, referring to the worth of data extracted from various sources.
  • To be valuable it must be turned into data which can be something meaningful and useful for the business.
  • Sheer amount of data generated constitutes data sets which are necessary for data analytics and data mining.
  • Scientific decision-making is increasingly favored over intuition in the corporate world, due to the need for clear justifications.
  • Given the huge volume of data available, big data has revolutionized traditional market research.
  • Big data analytics can give the business a competitive advantage.
  • Netflix claims a 93% retention rate because it knows users well using big data.
  • Airline companies use big data for dynamic pricing.
  • Amusement park operators, like Walt Disney World, use big data to improve visitor experiences.
  • Social media marketers use big data for market research and promotion.
  • Banks use big data for personalized services and fraud detection, using data from bank statements and transactions.
  • Car manufacturers use big data (live GPS data) to improve traffic flow, predict maintenance needs, and inform insurance premiums.
  • E-commerce businesses like Amazon and Netflix use big data for product recommendations, with Amazon earning 35% of sales revenue this way.
  • Energy companies use big data to optimize energy generation, distribution, and consumption.
  • Food delivery services like Uber Eats use big data for food delivery and meal recommendations.
  • Healthcare providers use big data to track patient information, monitor pandemics, improve medical research, store electronic health records, and predict health risks.
  • Wealth managers use big data to assess credit risk, inform investment decisions, and create personalized financial products.

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