Detailed Information on Publication Record
2016
Math-Aware Search Interfaces for Digital Mathematical Libraries (DML)
SOJKA, Petr and Michal RŮŽIČKABasic 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
Language
English
Type of outcome
Konferenční abstrakt
Field of Study
10201 Computer sciences, information science, bioinformatics
Country of publisher
United States of America
Confidentiality degree
není předmětem státního či obchodního tajemství
References:
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
International impact, Reviewed
Změněno: 16/11/2016 01:15, doc. RNDr. Petr Sojka, Ph.D.
Abstract
V originále
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, interní kód MU |
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| 250503, interní kód MU |
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