LEXICON-BASED APPROACH IN GENERALIZATION EVALUATION IN RUSSIAN LANGUAGE MEDIA
Journal Title: Современные информационные технологии и ИТ-образование - Year 2018, Vol 14, Issue 3
Abstract
We consider generalization as a property of human thinking to make general conclusion based on authors’ own experience and observations and one of the techniques of authors use to manipulate the readership and present an algorithm for evaluation of the generalization in texts. The algorithm is based on the lexicon-based approach. To search the generalization we use ready-made dictionary (KEY-dictionary) and RuSentiLex dictionary. KEY-dictionary contains words and phrases (elements) that express the generalization. In RuSentiLex we take the words and phrases that express opinion and fact. The algorithm searches exact matches the elements from text with the elements from the dictionaries, it is also important that the elements from different dictionaries have their weights. New method is developed for automatic detection of generalization in texts from official media. Numerical calculations of generalization were performed using a special software application. To test the proposed approach the expert estimation were used.
Authors and Affiliations
Aleksandr Krassovitsky, Irina Ualiyeva, Zhazirakhanym Meirambekkyzy, Rustam Mussabayev
Keywords
Related Articles
- EP ID EP520353
- DOI 10.25559/SITITO.14.201803.567-572
- Views 96
- Downloads 0
SYSTEM OF LOAD DISTRIBUTION OF SHIP DIESEL GENERATORS BASED ON NEURAL NETWORKS
The dependence of the specific fuel consumption of the ship diesel-generator set on the generated electric power and the power factor is given. An algorithm for load distribution between parallel marine diesel generator...
WORLDVIEW APPROACH TO THE FORMATION, DEVELOPMENT AND IMPLEMENTATION OF THE "DIGITAL ECONOMY"
In this article the author, basing on the positions of the world-vision approach, substantiates the need to understand the digital economy as an integral, systemic and comprehensive problem. Formation, development and re...
GENERIC COORDINATE SYSTEMS IN THE COMPUTER GEOMETRY COURSE
The article presents an approach to describe generic coordinate systems as a part of the course “Computer Geometry and Geometric Modeling”, which is taught to third-year students majoring in mathematics at the Lobachevsk...
EDUCATIONAL PROGRAM ON HPC TECHNOLOGIES BASED ON THE HETEROGENEOUS CLUSTER HYBRILIT (LIT JINR)
The article highlights the issues of training personnel for work with high-performance computing systems (HPC), as well as of support of the software and information environment which is necessary for the efficient use o...
VECTORIZATION OF SMALL-SIZED SPECIAL-TYPE MATRICES MULTIPLICATION USING INSTRUCTIONS AVX-512
Modern software packages for supercomputer calculations require a large amount of computing resources. At the same time there are new hardware architectures that open up new opportunities for program code optimizing. The...