Making Presentation Math Computable: A Context-Sensitive Approach for Translating LaTeX to Computer Algebra Systems
Autor André Greiner-Petteren Limba Engleză Paperback – 2023
This Open-Access-book addresses the issue of translating mathematical expressions from LaTeX to the syntax of Computer Algebra Systems (CAS). Over the past decades, especially in the domain of Sciences, Technology, Engineering, and Mathematics (STEM), LaTeX has become the de-facto standard to typeset mathematical formulae in publications. Since scientists are generally required to publish their work, LaTeX has become an integral part of today's publishing workflow. On the other hand, modern research increasingly relies on CAS to simplify, manipulate, compute, and visualize mathematics. However, existing LaTeX import functions in CAS are limited to simple arithmetic expressions and are, therefore, insufficient for most use cases. Consequently, the workflow of experimenting and publishing in the Sciences often includes time-consuming and error-prone manual conversions between presentational LaTeX and computational CAS formats. To address the lack of a reliable and comprehensive translation tool between LaTeX and CAS, this thesis makes the following three contributions. First, it provides an approach to semantically enhance LaTeX expressions with sufficient semantic information for translations into CAS syntaxes. Second, it demonstrates the first context-aware LaTeX to CAS translation framework LaCASt. Third, the thesis provides a novel approach to evaluate the performance for LaTeX to CAS translations on large-scaled datasets with an automatic verification of equations in digital mathematical libraries.
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Specificații
ISBN-13: 9783658404727
ISBN-10: 3658404728
Pagini: 197
Ilustrații: XVIII, 197 p. 61 illus., 58 illus. in color. Textbook for German language market.
Dimensiuni: 148 x 210 mm
Greutate: 0.26 kg
Ediția:1st ed. 2023
Editura: Springer Fachmedien Wiesbaden
Colecția Springer Vieweg
Locul publicării:Wiesbaden, Germany
ISBN-10: 3658404728
Pagini: 197
Ilustrații: XVIII, 197 p. 61 illus., 58 illus. in color. Textbook for German language market.
Dimensiuni: 148 x 210 mm
Greutate: 0.26 kg
Ediția:1st ed. 2023
Editura: Springer Fachmedien Wiesbaden
Colecția Springer Vieweg
Locul publicării:Wiesbaden, Germany
Cuprins
1. Introduction.-2. Mathematical Information Retrieval.-3. Semantification of Mathematical LaTeX.-4. From LaTeX to Computer Algebra Systems.-5. Qualitative and Quantitative Evaluations.-6. Conclusion and Future Work
Notă biografică
Dr. André Greiner-Petter is a postdoctoral researcher at the NII.
Textul de pe ultima copertă
This Open-Access-book addresses the issue of translating mathematical expressions from LaTeX to the syntax of Computer Algebra Systems (CAS). Over the past decades, especially in the domain of Sciences, Technology, Engineering, and Mathematics (STEM), LaTeX has become the de-facto standard to typeset mathematical formulae in publications. Since scientists are generally required to publish their work, LaTeX has become an integral part of today's publishing workflow. On the other hand, modern research increasingly relies on CAS to simplify, manipulate, compute, and visualize mathematics. However, existing LaTeX import functions in CAS are limited to simple arithmetic expressions and are, therefore, insufficient for most use cases. Consequently, the workflow of experimenting and publishing in the Sciences often includes time-consuming and error-prone manual conversions between presentational LaTeX and computational CAS formats. To address the lack of a reliable and comprehensive translation tool between LaTeX and CAS, this thesis makes the following three contributions. First, it provides an approach to semantically enhance LaTeX expressions with sufficient semantic information for translations into CAS syntaxes. Second, it demonstrates the first context-aware LaTeX to CAS translation framework LaCASt. Third, the thesis provides a novel approach to evaluate the performance for LaTeX to CAS translations on large-scaled datasets with an automatic verification of equations in digital mathematical libraries.
About the Author
Dr. André Greiner-Petter is a postdoctoral researcher at the NII.
Caracteristici
This book is open access, which means that you have free and unlimited access