title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ Ð´Ð»Ñ Ð¿Ð¾ÑÑÐ°Ð»Ð° Ð½Ð°ÑÑÐ½Ð¾Ð³Ð¾ Ð¿Ð¾Ð´ÑÐ°Ð·Ð´ÐµÐ»ÐµÐ½Ð¸Ñ Ð²ÑÐ·Ð°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of software for the website of university research laboratory
Creators: name: Ð ÑÐ·Ð°Ð½Ð¾Ð²Ð°, ÐÐ²Ð³ÐµÐ½Ð¸Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2020
Subjects: ÑÐµÐ¼Ð°Ð½ÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð¿Ð¾Ð¸ÑÐº
Ð¾Ð½ÑÐ¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ°Ñ Ð¼Ð¾Ð´ÐµÐ»Ñ
Ð³ÑÐ°ÑÐ¾Ð²Ð°Ñ Ð±Ð°Ð·Ð° Ð´Ð°Ð½Ð½ÑÑ
Neo4j
Cypher
Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐµÐºÑÑÐ¾Ð²Ð¾Ð¹ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸
Python
NLTK
semantic search
ontology
graph database
text analysis

description: Ð¢ÐµÐ¼Ð° Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: Â«Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ Ð´Ð»Ñ Ð¿Ð¾ÑÑÐ°Ð»Ð° Ð½Ð°ÑÑÐ½Ð¾Ð³Ð¾ Ð¿Ð¾Ð´ÑÐ°Ð·Ð´ÐµÐ»ÐµÐ½Ð¸Ñ Ð²ÑÐ·Ð°Â».
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1. ÐÐ·ÑÑÐµÐ½Ð¸Ðµ Ð¿Ð¾Ð´ÑÐ¾Ð´Ð¾Ð² Ðº Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐµ ÑÐµÐºÑÑÐ¾Ð²Ð¾Ð¹ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸, Ð² ÑÐ°ÑÑÐ½Ð¾ÑÑÐ¸ Ð¼ÐµÑÐ¾Ð´ Ð¾Ð½ÑÐ¾Ð»Ð¾Ð³Ð¸Ð¸.
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description: The subject of the graduate qualification work is âDevelopment of software for the website of university research laboratoryâ.
The given work is devoted to studying ontology-based methods as example of semantic search approaches. The advantages of this method are successfully used for information retrieval and developing of knowledge management systems. The main goal of the research is to develop a software to help the website administer with analyzing the scientific papers and recommend reasonable tags for them. As a result, it is supposed to help to optimize the structure and increase the quality of navigation on the website. Objectives that were settled:
1. Studying methods of text mining, specially focusing on ontology-based methods.
2. Researching of subject area, recognizing specificities of the website structure.
3. Creating a tag system that could link different elements of the structure.
4. Developing of an expert system for the website administrator. 
The work was fulfilled basing on the information provided with the Laboratory of Industrial Systems for Streaming Data Processing of the SPbPU National Technology Initiative Center for Advanced Manufacturing Technologies. As a result, the ontology-based method was learnt, the steps of constructing concept model were described as well as it is software implementation with GDB Neo4j. The console application is developed in Python.