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Digital mathematical libraries (DMLs) such as arXiv, Numdam, and EuDML contain mainly documents from STEM fields, where mathematical formulae are often more important than text for understanding. Conventional information retrieval (IR)…

信息检索 · 计算机科学 2018-08-29 Petr Sojka , Michal Růžička , Vít Novotný

Math informational retrieval (MIR) search engines are absent in the wide-spread production use, even though documents in the STEM fields contain many mathematical formulae, which are sometimes more important than text for understanding. We…

数字图书馆 · 计算机科学 2021-07-15 Dávid Lupták , Vít Novotný , Michal Štefánik , Petr Sojka

This paper reports on the development of a Web platform to host the Mizar Mathematical Library (MML). In recent years, the size of formalized mathematical libraries has been drastically increasing, and this has led to a growing demand for…

编程语言 · 计算机科学 2022-10-06 Hideharu Furushima , Daichi Yamamichi , Seigo Shigenaka , Kazuhisa Nakasho , Katsumi Wasaki

Mathematical formulae carry complex and essential semantic information in a variety of formats. Accessing this information with different systems requires a standardized machine-readable format that is capable of encoding presentational and…

数字图书馆 · 计算机科学 2021-09-20 André Greiner-Petter , Moritz Schubotz , Howard S. Cohl , Bela Gipp

Access to mathematical knowledge has changed dramatically in recent years, therefore changing mathematical search practices. Our aim with this study is to scrutinize professional mathematicians' search behavior. With this understanding we…

人机交互 · 计算机科学 2014-05-16 Andrea Kohlhase

Implementation of an editing process for Content MathML formulas in common visual style is a real challenge for a software developer who does not really want the user to have to understand the structure of Content MathML in order to edit an…

数字图书馆 · 计算机科学 2010-05-04 Andriy Kovalchuk , Vyacheslav Levitsky , Igor Samolyuk , Valentyn Yanchuk

Mathematical information is essential for technical work, but its creation, interpretation, and search are challenging. To help address these challenges, researchers have developed multimodal search engines and mathematical question…

信息检索 · 计算机科学 2025-01-15 Richard Zanibbi , Behrooz Mansouri , Anurag Agarwal

One of the most promising applications of mathematical knowledge management is search: Even if we restrict attention to the tiny fragment of mathematics that has been formalized, the amount exceeds the comprehension of an individual human.…

计算机科学中的逻辑 · 计算机科学 2012-04-23 Florian Rabe

We summarize math search engines and search interfaces produced by the Document and Pattern Recognition Lab in recent years, and in particular the min math search interface and the Tangent search engine. Source code for both systems are…

信息检索 · 计算机科学 2015-05-13 Richard Zanibbi , Awelemdy Orakwue

We present Mirror, an open-source platform for data exploration and analysis powered by large language models. Mirror offers an intuitive natural language interface for querying databases, and automatically generates executable SQL commands…

数据库 · 计算机科学 2023-03-16 Canwen Xu , Julian McAuley , Penghan Wang

This project investigated new approaches and technologies to enhance the accessibility of mathematical content and its semantic information for a broad range of information retrieval applications. To achieve this goal, the project addressed…

信息检索 · 计算机科学 2023-05-15 Bela Gipp , André Greiner-Petter , Moritz Schubotz , Norman Meuschke

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. However, there is currently very little research on approaches for…

信息检索 · 计算机科学 2022-11-15 Philipp Scharpf , Moritz Schubotz , Bela Gipp

Traditionally, mathematical knowledge is published in printed media such as books or journals. With the advent of the Internet, a new method of publication became available. To date, however, most online mathematical publications do not…

历史与综述 · 数学 2011-03-01 Markus J. Pflaum , John Tuley

Retrieving mathematical knowledge is a central task in both human-driven research, such as determining whether a result already exists, finding related results, and identifying historical origins, and in emerging AI systems for mathematics,…

信息检索 · 计算机科学 2026-04-21 Haocheng Ju , Leheng Chen , Peihao Wu , Bryan Dai , Bin Dong

IWIMS (WWW Interactive Multipurpose Server) offers interactive resources designed over the past 20 years for teaching in various subjects (particularly focusing on mathematics, but also in biology, chemistry, economics, languages, physics),…

历史与综述 · 数学 2020-02-05 Marina , Cazzola , Sophie , Lemaire , Bernadette , Perrin-Riou

Mathematical documents written in LaTeX often contain ambiguities. We can resolve some of them via semantic markup using, e.g., sTeX, which also has other potential benefits, such as interoperability with computer algebra systems, proof…

计算与语言 · 计算机科学 2024-08-12 Luka Vrečar , Joe Wells , Fairouz Kamareddine

In mathematics, LaTeX is the de facto standard to prepare documents, e.g., scientific publications. While some formulae are still developed using pen and paper, more complicated mathematical expressions used more and more often with…

信息检索 · 计算机科学 2020-12-01 André Greiner-Petter

The zbMATH database contains more than 4 million bibliographic entries. We aim to provide easy access to these entries. Therefore, we maintain different index structures, including a formula index. To optimize the findability of the entries…

数字图书馆 · 计算机科学 2020-12-11 Philipp Scharpf , Moritz Schubotz , Andre Greiner-Petter , Malte Ostendorff , Olaf Teschke , Bela Gipp

Document preparation systems like LaTeX offer the ability to render mathematical expressions as one would write these on paper. Using LaTeX, LaTeXML, and tools generated for use in the National Institute of Standards (NIST) Digital Library…

Search engines for equations now exist, which return results matching the query's mathematical meaning or structural presentation. Operating over scientific papers, online encyclopedias, and math discussion forums, their content includes…

数字图书馆 · 计算机科学 2016-09-13 Deanna C. Pineau
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