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Mathematical Entity Linking Methods and Applications
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Mathematical Entity Linking Methods and Applications

2025 ed.

Book Details

Format Paperback / Softback
ISBN-10 3658464739
ISBN-13 9783658464738
Edition 2025 ed.
Publisher Springer Fachmedien Wiesbaden
Imprint Springer Vieweg
Country of Manufacture GB
Country of Publication GB
Publication Date Apr 8th, 2025
Print length 243 Pages
Ksh 18,000.00
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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.

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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