Mathematical Information Retrieval: A Review

P Dadure, P Pakray, S Bandyopadhyay - ACM Computing Surveys, 2024 - dl.acm.org
Mathematical formulas are commonly used to demonstrate theories and basic fundamentals
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …

zbMATH Open: API solutions and research challenges

M Petrera, D Trautwein, I Beckenbach, D Ehsani… - arxiv preprint arxiv …, 2021 - arxiv.org
We present zbMATH Open, the most comprehensive collection of reviews and bibliographic
metadata of scholarly literature in mathematics. Besides our website https://zbMATH. org …

[HTML][HTML] Uses and resources of technologies by mathematics students prior to COVID-19

H Hossein-Mohand, M Gómez-García… - Sustainability, 2021 - mdpi.com
Digital competence in education includes, amongst other things, the ability to create and
manage content and information, mastery of communication tools, and solving technological …

Classification and clustering of arxiv documents, sections, and abstracts, comparing encodings of natural and mathematical language

P Scharpf, M Schubotz, A Youssef, F Hamborg… - Proceedings of the …, 2020 - dl.acm.org
In this paper, we show how selecting and combining encodings of natural and mathematical
language affect classification and clustering of documents with mathematical content. We …

[PDF][PDF] Mathematics in wikidata

P Scharpf, M Schubotz, B Gipp - 2021 - publications.goettingen-research …
Documents from Science, Technology, Engineering, and Mathematics (STEM) disciplines
usually contain a significant amount of mathematical formulae alongside text. Some …

Discovery and recognition of formula concepts using machine learning

P Scharpf, M Schubotz, HS Cohl, C Breitinger, B Gipp - Scientometrics, 2023 - Springer
Abstract Citation-based Information Retrieval (IR) methods for scientific documents have
proven effective for IR applications, such as Plagiarism Detection or Literature …

[HTML][HTML] Embedding and generalization of formula with context in the retrieval of mathematical information

P Dadure, P Pakray, S Bandyopadhyay - Journal of King Saud University …, 2022 - Elsevier
Retrieval of mathematical information from scientific documents is one of the crucial tasks.
Numerous Mathematical Information Retrieval (MIR) systems have been developed, which …

Fast linking of mathematical wikidata entities in wikipedia articles using annotation recommendation

P Scharpf, M Schubotz, B Gipp - Companion Proceedings of the Web …, 2021 - dl.acm.org
Mathematical information retrieval (MathIR) applications such as semantic formula search
and question answering systems rely on knowledge-bases that link mathematical …

Collaborative and ai-aided exam question generation using wikidata in education

P Scharpf, M Schubotz, A Spitz, A Greiner-Petter… - arxiv preprint arxiv …, 2022 - arxiv.org
Since the COVID-19 outbreak, the use of digital learning or education platforms has
significantly increased. Teachers now digitally distribute homework and provide exercise …

Mining mathematical documents for question answering via unsupervised formula labeling

P Scharpf, M Schubotz, B Gipp - Proceedings of the 22nd ACM/IEEE …, 2022 - dl.acm.org
The increasing number of questions on Question Answering (QA) platforms like Math Stack
Exchange (MSE) signifies a growing information need to answer math-related questions …