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@proceedings{1334168, author = {Sojka, Petr and Růžička, Michal}, keywords = {EuDML; maths information retrieval; digital libraries; search engine; MIaS; WebMIaS; MSC; gensim; LDA}, language = {eng}, note = {EuDML MIR}, title = {Math-Aware Search Interfaces for Digital Mathematical Libraries (DML)}, url = {http://jointmathematicsmeetings.org/amsmtgs/2181_abstracts/1116-00-1713.pdf}, year = {2016} }
TY - CONF ID - 1334168 AU - Sojka, Petr - Růžička, Michal PY - 2016 TI - Math-Aware Search Interfaces for Digital Mathematical Libraries (DML) N1 - EuDML MIR KW - EuDML KW - maths information retrieval KW - digital libraries KW - search engine KW - MIaS KW - WebMIaS KW - MSC KW - gensim KW - LDA UR - http://jointmathematicsmeetings.org/amsmtgs/2181_abstracts/1116-00-1713.pdf L2 - http://jointmathematicsmeetings.org/meetings/national/jmm2016/2181_intro N2 - 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. ER -
SOJKA, Petr and Michal RŮŽIČKA. \textit{Math-Aware Search Interfaces for Digital Mathematical Libraries (DML)}. 2016.
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