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Abstraction

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Abstraction is a mental process used to create general rules and concepts from specific examples. It involves taking many different, detailed things and finding the common threads that connect them. When you abstract, you are essentially creating a common noun that can describe a whole group of related things. This allows us to organize the world into categories, fields, or groups. By using abstraction, we can move away from the literal, concrete details of a single object to understand broader principles. It is a fundamental way that humans process information and communicate complex ideas.

To perform abstraction, a person must use a process of filtering. This means selecting only the aspects of an object or phenomenon that are relevant to a specific purpose. For instance, if you are thinking about a leather soccer ball, you might abstract the concept of a "ball." To do this, you focus on general attributes like shape and behavior. You intentionally exclude details like the leather texture or the specific color. This process is often described as compression. It maps many different pieces of constituent data onto a single piece of abstract data.

Conceptual graph for A Cat sitting on the Mat Hi-res
Conceptual graph for A Cat sitting on the Mat Hi-res

There are different ways to view the structure of these ideas. One way is through the type-token distinction. In this view, a "type" is an abstract concept, such as a "ball," while a "token" is a specific instance, such as "that leather soccer ball." Another way to view it is through levels of abstraction. You can move from neural impulses to basic shapes, then to specific objects like a cat, then to semantic ideas like "CAT," and finally to broad categories like "mammals." This creates a chain where each step excludes more specific detail to reach a higher level of generality.

JerryFelix
JerryFelix

Anthropologists and sociologists believe that abstract thinking is a key trait of modern human behavior. It is thought to have developed between 50,000 and 100,000 years ago. This development was likely closely tied to the rise of human language. Language allows us to map an infinite variety of experiences onto short noises or words. Max Müller even suggested that there is a deep relationship between metaphor and the development of abstraction in thought. This ability to think in symbols changed how humans interacted with their environment.

History shows a shift in how thinkers used abstraction. In the ancient world, philosophers like Thales used deduction. Thales believed everything came from water, and he specified this general idea into forms like ice or fog. However, in 1620, Francis Bacon promoted induction in his book, "Novum Organum." He encouraged scientists to collect specific facts first and then use induction to create general theories. This approach helped early-modern scientists like Isaac Newton. Newton derived the motion of planets by building on the work of Copernicus and Kepler. Galileo also used abstraction by compressing the results of one hundred experiments into the law of falling bodies.

Abstraction is also visible in how humans handle physical materials, such as money or accounting. Money is an abstraction that draws away from the specific value of items to allow different objects to be compared. In ancient Iraq, between 3200 and 3000 BCE, people used clay tokens to represent items like grain. Eventually, they began making marks on the outside of clay containers to represent these counts. These marks acted as material abstractions of a counting process. This eventually evolved into the use of clay tablets for record-keeping. This allowed people to communicate quantities without needing the physical items present.

Finally, abstraction helps us understand the different ways things exist. Physical objects, like rocks, occupy a specific place and time. In contrast, abstract properties, like the color red, do not exist in a specific location. An abstract idea can be "multiply instantiated," meaning it can exist in many different places and times at once. This makes abstraction a vital tool for science, philosophy, and daily life. It allows us to move from the messy details of the world to the clean, organized laws of logic and mathematics.

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