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Math-Aware Search Interfaces for Digital Mathematical Libraries (DML)

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SOJKA, Petr and Michal RŮŽIČKA. Math-Aware Search Interfaces for Digital Mathematical Libraries (DML). 2016.
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Basic information
Original name Math-Aware Search Interfaces for Digital Mathematical Libraries (DML)
Authors SOJKA, Petr (203 Czech Republic, guarantor, belonging to the institution) and Michal RŮŽIČKA (203 Czech Republic, belonging to the institution).
Edition 2016.
Other information
Original language English
Type of outcome Conference abstract
Field of Study Informatics
Country of publisher United States of America
Confidentiality degree is not subject to a state or trade secret
WWW talk abstract meeting homepage
RIV identification code RIV/00216224:14330/16:00089346
Organization unit Faculty of Informatics
Keywords in English EuDML; maths information retrieval; digital libraries; search engine; MIaS; WebMIaS; MSC; gensim; LDA
Tags EuDML, MIR
Tags International impact, Reviewed
Changed by Changed by: doc. RNDr. Petr Sojka, Ph.D., učo 2378. Changed: 16. 11. 2016 01:15.
Abstract
Search is an ubiquitous way of access to digital knowledge today and math is no exception. Re-searching using online digital libraries like arXiv.org or the European Digital Mathematics Library (EuDML, http://eudml.org/) needs specific tools allowing math-aware similarity search or formulae search in addition to the widespread textual keyword queries. We will reflect on the implementation and experience with two search modules that take into account math specifics: (i) advanced search supporting mathematical formulae in addition to text keyword queries and (ii) semantic similarity search. Similarity search allows to find semantically similar papers (using distributional semantics methods such as LDA or word vectors) to a given one to allow math-aware browsing. Experiments taking into account formulae for topic (MSC) representation will be discussed. Both modules have been deployed by the EuDML for more than 2 years now. We will share experience with their use scenarios. We will also discuss suitable web interfaces to access the DML, and their acceptance by the community.
Links
MUNI/A/0892/2015, internal MU codeName: Výzkum v aplikované informatice na FI MU (Acronym: VAIFIMU)
Investor: Masaryk University, Grant Agency of the Masaryk University, Category A
250503, internal MU codeName: The European Digital Mathematics Library (Acronym: EuDML)
Investor: European Union, Competitiveness and inovation framework programme
PrintDisplayed: 25. 9. 2017 02:40

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