A Bilingual Semantic Network of Computing Concepts | Zendy

Е. К. Хеннер | Zendy; Olfa Nasraoui | Zendy

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A Bilingual Semantic Network of Computing Concepts

Author(s) -

Е. К. Хеннер,

Olfa Nasraoui

Publication year - 2016

Publication title -

procedia computer science

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.334

H-Index - 76

ISSN - 1877-0509

DOI - 10.1016/j.procs.2016.05.460

Subject(s) - computer science , personalization , semantic network , semantics (computer science) , artificial intelligence , domain (mathematical analysis) , natural language processing , component (thermodynamics) , construct (python library) , machine translation , world wide web , programming language , mathematical analysis , physics , mathematics , thermodynamics

We describe the construction of a bilingual (English-Russian /Russian-English) semantic network covering basic concepts of computing. To construct the semantic network, we used the Computing Curricular series created during 2000-2015 under the aegis of ACM and IEEE and the current standards of IT specialists training in Russia, as well as some other English language and Russian language sources. The resulting network can be used as a basic component in an intelligent information system that allows processing bilingual search queries while considering their semantics and to help support and guide automated translation efforts of academic texts from one language to the other. The network can also be useful to support comparative analysis and integration of the programs and teaching materials for Computing and IT education in Russia and English speaking countries. This network can support cross-lingual information retrieval, knowledge management and machine translation, which play an important role in e-learning personalization and retrieval in the computing domain, thus allowing to benefit from online educational resources that are available in both languages

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