Mathematical Formula Search using Natural Language Queries

• Main Authors: YANG, S., KO, Y.
• Format: Article
• Language: English
• Published: Stefan cel Mare University of Suceava 2014-11-01
• Series: Advances in Electrical and Computer Engineering
• Subjects: information retrieval; formula search; MathML; natural language query; classification
• Online Access: http://dx.doi.org/10.4316/AECE.2014.04015

This paper presents how to search mathematical formulae written in MathML when given plain words as a query. Since the proposed method allows natural language queries like the traditional Information Retrieval for the mathematical formula search, users do not need to enter any complicated math symbols and to use any formula input tool. For this, formula data is converted into plain texts, and features are extracted from the converted texts. In our experiments, we achieve an outstanding performance, a MRR of 0.659. In addition, we introduce how to utilize formula classification for formula search. By using class information, we finally achieve an improved performance, a MRR of 0.690.