Introduction to Artificial Intelligence

Study Notes

Introduction to Artificial Intelligence

Definition of browser fingerprinting: A technique used by websites to collect information about an individual's device and online behavior, enabling tracking and personalization.
Artificial Intelligence (AI) can be defined in multiple ways:
- As a simulation of human intelligence in machines.
- As systems capable of performing tasks that typically require human intelligence.
- As a field of computer science focused on creating intelligent agents that can learn and adapt.
- As technology utilizing data-driven approaches to enable decision-making.

Challenges in Achieving AI for Machines

Overcoming limitations in natural language processing and understanding.
Difficulty in replicating human emotional and social intelligence.
The complexity of reasoning and problem-solving in dynamic environments.
Ensuring adaptability and self-learning without human intervention.
Addressing ethical concerns and biases in AI algorithms.

Traits of Human Intelligence

Five major traits of human intelligence include:
- Ability to learn from experience.
- Capacity for problem-solving and critical thinking.
- Proficiency in understanding complex concepts and abstract ideas.
- Skill in emotional awareness and interpersonal interactions.
- Flexibility to adapt to new situations and environments.

Online Behavior Tracking

Users are tracked from the moment they log in to online platforms until they log off.
Tracking mechanisms include:
- Monitoring visited pages and websites.
- Analyzing the sections of web pages users scroll through.
- Recording clicks on links or buttons.
- Measuring time spent on specific pages and products.
- Noting products added to cart without purchase.
- Observing returned purchases and frequency of site visits.

Browser Tracking and AI

Browsing signature, also known as browser fingerprinting, is a method used to track user behavior online.
Intelligent programs analyze browsing data to recommend products tailored to individual interests, increasing purchasing likelihood.
Programs process vast amounts of data from millions of visitors daily, yielding insights into consumer behavior.

Data Analysis and Analytics

The evaluation of extensive data sets to identify patterns in browsing habits, interests, and buying preferences is termed analytics.
This process highlights a practical application of artificial intelligence in everyday life, often unnoticed by users.

Perception of Artificial Intelligence

Many people do not recognize these intelligent systems as AI due to their seamless integration into daily activities.
The effectiveness and familiarity of these technologies lead to a lack of surprise or recognition as AI.

Continuous Development in AI

The evolution of artificial intelligence encompasses numerous exciting advancements and applications that impact various sectors of life.
Understanding foundational concepts in AI is crucial before delving into its diverse functionalities and implications.

Description

This quiz covers the key concepts of Artificial Intelligence, including various definitions of AI, challenges in machine learning, and core traits of human intelligence. It serves as a foundation for understanding AI's impact in the social networking era. Test your knowledge and grasp the fundamentals of this evolving field.