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Книга Mathematical Entity Linking Methods and Applications Philipp Scharpf

Mathematical Entity Linking Methods and Applications

Автор: Philipp Scharpf
Език: Английски език
Корици: С меки корици
Издател: Springer, Berlin
Наличност: Външен склад
Изпращаме след 5-8 дни
115.84 € 226.56 лв
This research book explores the adaptation of traditional Entity Linking techniques to Mathematical...

Информация за книгата

Автор
Philipp Scharpf
Език
Английски език
Корици
Книга - С меки корици
Издадена
2025
страници
218
EAN
9783658464738
Enbook ID
46584184
Издател
Springer, Berlin
Теглоt
356
Размери
148 x 210

Пълно описание

This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (MathEL) for STEM disciplines, addressing the limitations of current Information Retrieval methods in handling mathematical expressions. By developing and evaluating novel MathEL approaches using AI, Machine Learning, and the Wikidata Knowledge Graph, significant progress is achieved in areas such as Formula Concept recognition, semantic formula search, mathematical question answering, physics exam question generation, and STEM document classification. The study also introduces a suite of open-source Wikimedia MathEL tools, including AnnoMathTeX, MathQA, and PhysWikiQuiz, designed to advance Mathematical Information Retrieval and support innovative applications in academic and educational contexts.

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