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Semantics of First-Order Logic

John Etchemendy and Dave Barker-Plummer

The focus of this class is on the language of first-order logic , a formally defined language that allows us to make precise and unambiguous statements about any subject of interest.

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The focus of this class is on the language of first-order logic , a formally defined language that allows us to make precise and unambiguous statements about any subject of interest.

Using the language of first-order logic we will investigate many foundational topics in logic. We will address such questions as what counts as a grammatical expression, and the circumstances under which it makes a claim about the world (whether it can be considered true or false, E.g. “the sky is brown”, as compared to “oh, my goodness!”).

For expressions that do make claims — we call these sentences — we can further examine whether they are true or false in particular situations. “Aristotle is alive” is a sentence that was once true, but became false around 2000 years ago, and has remained false ever since.

These questions fall into the study of semantics , or meaning.

Once we understand how sentences can be considered true or false, we can investigate important related questions. Some sentences are always true, that is true in every situation — we call such sentences logical truths. Sentences bear relationships with one another. For example, two sentences might be true in exactly the same situations - they are logically equivalent. We will demonstrate methods for determining when these properties and relationships hold as natural extensions to the semantic theory for first-order logic.

Finally, we will explore the limits of first-order logic. There are some sentences of English that are not expressible in the language, and it is important to know that this is the case, and to understand why it is so. This observation has led logicians to develop yet more powerful languages with more complex semantics. Almost all of these languages are based on the language of first-order logic and knowledge of first-order logic is fundamental to understanding them. So first-order logic is a basic building block for the study of these language and is a great place to begin the journey into the field of logic.

What you'll learn

This class is an introduction to one of the basic tools used in the study of logic, a tool that is applied in a range of disciplines from computer science and math to linguistics and philosophy.

The course is divided into two halves. In the first we study a fragment of first-order logic called propositional logic. This language allows us to get our feet wet with the basic ideas of the course. These ideas include the specification of formal grammar rules for determining when an expression is well-formed. Well-formed expressions may make claims about the world, that is they may be considered true or false. You will learn how to determine whether a sentence is true in a particular situation. With the basic ideas in hand, you will then learn how to recognize relationships between sentences, the most important of which is consequence. One sentence is a consequence of another, or follows from another, if it is true whenever the other is.

At the end of the section on propositional logic, we will demonstrate that its expressiveness is limited, and that any attempt to increase the expressiveness of the language requires fundamentally new expressive devices.

In the second half of the course we expand the language of propositional language to the full language of first-order logic, providing the new semantic theory. Everything that you learned about propositional logic holds in the larger language, but new expressive abilities are added to the language. We again investigate concepts of grammaticality, truth and consequence for the larger language. We will see that as a consequence of increasing the expressiveness of the language, the required extension to the semantic theory is more complicated than the theory of propositional logic.

Nonetheless, there are still sentences of English that are not expressible in first-order logic. We will conclude by describing these limitations, setting the stage for further learning in the field of logic.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Examines the language of first-order logic, a highly valuable subject in computer science, linguistics, and philosophy
Provides a solid entry point to first-order logic, advantageous for those interested in foundational logic
Introduces propositional logic as a stepping stone conceptually before moving to first-order logic
Suitable for learners seeking a foundation in formal language, semantics, and logical analysis
Might introduce fundamental logic principles that could be beneficial for programming, mathematics, or philosophy
Provides a great introduction to logic, a foundation subject in mathematics, computer science, linguistics, and philosophy

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Career center

Learners who complete Semantics of First-Order Logic will develop knowledge and skills that may be useful to these careers:
Logician
Logicians study logic, a branch of mathematics that is concerned with reasoning, argumentation, and proof. They develop and analyze formal systems of logic, and use them to solve problems in a variety of fields, including philosophy, computer science, and linguistics. The course "Semantics of First-Order Logic" can help you build a foundation for a career as a Logicist by providing you with a deep understanding of the semantics of first-order logic, which is a cornerstone of many logical systems.
Linguist
Linguists study human language, including its structure, meaning, and usage. They work in a variety of fields, including academia, government, and the private sector. The course "Semantics of First-Order Logic" can help you build a foundation for a career as a Linguist by providing you with a deep understanding of the semantics of natural language, which is essential for understanding how language works.
Computer Scientist
Computer Scientists design, develop, and implement computer systems. They work in a variety of fields, including software engineering, data science, and artificial intelligence. The course "Semantics of First-Order Logic" can help you build a foundation for a career as a Computer Scientist by providing you with a deep understanding of the semantics of programming languages, which is essential for understanding how computers work.
Philosopher
Philosophers study the fundamental nature of reality, knowledge, and ethics. They work in a variety of fields, including academia, government, and the private sector. The course "Semantics of First-Order Logic" can help you build a foundation for a career as a Philosopher by providing you with a deep understanding of the semantics of logical arguments, which is essential for understanding how to reason logically.
Mathematician
Mathematicians study the properties of numbers, shapes, and other mathematical objects. They work in a variety of fields, including academia, government, and the private sector. The course "Semantics of First-Order Logic" can help you build a foundation for a career as a Mathematician by providing you with a deep understanding of the semantics of mathematical logic, which is essential for understanding how to prove mathematical theorems.
Data Scientist
Data Scientists use data to solve problems and make predictions. They work in a variety of fields, including business, healthcare, and finance. The course "Semantics of First-Order Logic" may be useful for a career in Data Science by providing you with a deep understanding of the semantics of data, which is essential for understanding how to analyze and interpret data.
Software Developer
Software Developers design, develop, and implement software applications. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Software Development by providing you with a deep understanding of the semantics of programming languages, which is essential for understanding how to write correct and efficient code.
Artificial Intelligence Engineer
Artificial Intelligence Engineers design, develop, and implement artificial intelligence systems. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Artificial Intelligence Engineering by providing you with a deep understanding of the semantics of logical reasoning, which is essential for understanding how to build artificial intelligence systems that can reason logically.
Information Architect
Information Architects design and organize information systems. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Information Architecture by providing you with a deep understanding of the semantics of information, which is essential for understanding how to design and organize information systems.
Technical Writer
Technical Writers create documentation for technical products and services. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Technical Writing by providing you with a deep understanding of the semantics of natural language, which is essential for understanding how to write clear and concise technical documentation.
Systems Analyst
Systems Analysts design and implement computer systems. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Systems Analysis by providing you with a deep understanding of the semantics of programming languages, which is essential for understanding how to design and implement computer systems.
User Experience Designer
User Experience Designers design and evaluate the user experience of products and services. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in User Experience Design by providing you with a deep understanding of the semantics of natural language, which is essential for understanding how to design and evaluate user experiences.
Quality Assurance Analyst
Quality Assurance Analysts test and evaluate software products and services to ensure that they meet quality standards. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Quality Assurance Analysis by providing you with a deep understanding of the semantics of programming languages, which is essential for understanding how to test and evaluate software products and services.
Business Analyst
Business Analysts analyze business processes and systems to identify opportunities for improvement. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Business Analysis by providing you with a deep understanding of the semantics of natural language, which is essential for understanding how to analyze business processes and systems.
Consultant
Consultants provide advice and guidance to businesses and organizations on a variety of topics. They work in a variety of fields, including business, government, and the private sector. The course "Semantics of First-Order Logic" may be useful for a career in Consulting by providing you with a deep understanding of the semantics of natural language, which is essential for understanding how to communicate effectively with clients and stakeholders.

Reading list

We've selected ten books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Semantics of First-Order Logic.
A classic and challenging text that serves as a logical follow-on to this course. Smullyan is an accomplished logician and mathematician, and a prolific writer on logic. His detailed and rigorous approach will deepen readers' understanding of first-order logic, its expressive abilities, and its limitations.
This textbook offers a comprehensive and contemporary introduction to the subject of logic, including both propositional and first-order logic. It valuable reference for students looking for a thorough and up-to-date resource.
A textbook written to serve as a one-semester introduction to mathematical logic. This text is particularly strong in its coverage of the limitations of first-order logic, and it provides a solid foundation for those interested in learning more about logic.
A classic and reliable resource, this book offers a concise and easy-to-read introduction to formal logic. It focuses primarily on first-order logic, and great choice for those new to the subject.
This textbook approaches the subject from a more technical perspective, with a particular focus on applications in computer science. It covers both propositional and first-order logic, and offers a rigorous treatment.
This textbook provides an overview of non-classical logics, which are logical systems that differ from classical logic in significant ways. This can provide valuable insights into the nature of logic and its applications.
This textbook is focused on the applications of logic in computer science, with a particular emphasis on first-order logic. It valuable resource for those interested in the intersection of logic and computing.
This textbook provides a comprehensive and in-depth treatment of formal logic, covering both propositional and first-order logic. It valuable resource for those seeking a thorough and challenging introduction to the subject.
This textbook offers a thorough introduction to mathematical logic, with a particular emphasis on first-order logic. It valuable resource for those seeking a deep understanding of the subject.
This textbook provides a comprehensive and engaging introduction to logic, covering a wide range of topics from basic concepts to advanced topics. It valuable resource for those seeking a broad and accessible introduction to the subject.

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