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Mathematical Entity Linking Methods and Applications

Philipp Scharpf

$276.95   $221.73

Paperback

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English
Springer Vieweg
08 April 2025
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.
By:  
Imprint:   Springer Vieweg
Country of Publication:   Germany
Edition:   2025 ed.
Dimensions:   Height: 210mm,  Width: 148mm, 
ISBN:   9783658464738
ISBN 10:   3658464739
Pages:   243
Publication Date:  
Audience:   College/higher education ,  Further / Higher Education
Format:   Paperback
Publisher's Status:   Active
Introduction.- Reviews.- Methods.- Applications.- Conclusion & Outlook.

Philipp Scharpf studied physics at ETH Zurich, the University of Zurich and the University of Constance and completed his doctorate in computer science in the field of artificial intelligence at the University of Constance and the University of Göttingen. Since 2022, he has been a freelance consultant for data and AI solutions and a lecturer at the University of Stuttgart for Big Data and Learning Analytics.

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