Using of NLP technologies for evaluating the cryptocurrency rates
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Дата
2018
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Анотація
Cryptocurrency mining is the process of adding new transactions to
the blockchain that results in adding the new units of digital currency into
existence and circulation. Due to the high innovativeness of this process,
the status of cryptocurrencies as well as their mining in jurisdictions may
vary worldwide.
Blockchain is a new way of storing and moving that data, where instead
of being held all in one place, the information is atomized and spread
over thousands of nodes across a network, all locked together with clever
cryptography. The evaluation of the cryptocurrency rate is an important
task, as it is a very dynamically developing area and requiring constant
monitoring of rate.
Goal of the work is developing the algorithm for evaluating the rate of
cryptocurrency, by means of sentiment analysis in order to determine the
tune of the news feed.
The object of the study is the process of determining cryptocurrency
rates using NLP technology from news sites.
The subject of the study is NLP methods for automated detection of
cryptocurrency rates.
The author in his work explored the topical area (cryptocurrency
sphere), collected the data into text corpus of news topics, completed data
pre-processing for news titles and developed the Sentiment Analysis
algorithm for evaluating the rate of cryptocurrency.
Опис
Gryekhvodov B. Using of NLP technologies for evaluating the cryptocurrency rates / B. Gryekhvodov ; supervisor O. Kanishcheva // Black Sea Science 2018 : матеріали Міжнар. конкурсу студентських наук. робіт, Одеса, 4 квіт. 2018 р. / Одес. нац. акад. харч. технологій ; ред. кол.: Б. В. Єгоров [та ін.]; орг. ком.: Б. В. Єгоров (голова) [та ін.]. – Одеса : ОНАХТ, 2018. – P. 508–524 : tabl. – Ref.: 6 tit.