COPPER MARKET SENTIMENT, VALUATION AND NEAR-TERM DEVELOPMENT USING SENTIMENT ANALYSIS
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F75081431%3A_____%2F23%3A00002660" target="_blank" >RIV/75081431:_____/23:00002660 - isvavai.cz</a>
Result on the web
<a href="https://www.magnanimitas.cz/ADALTA/1302/papers/A_sanderova.pdf" target="_blank" >https://www.magnanimitas.cz/ADALTA/1302/papers/A_sanderova.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
COPPER MARKET SENTIMENT, VALUATION AND NEAR-TERM DEVELOPMENT USING SENTIMENT ANALYSIS
Original language description
This paper examines the development of the global copper market using sentiment analysis to analyse the opinions, feelings, and subjectivities of the research subject. Particular attention is paid to one of the most important international mining companies in the world, Freeport-McMoRan. Texts related to Freeport-McMoRan and the relevant copper market were processed using MS Excel software and artificial intelligence, specifically recurrent neural networks. Sentiment analysis was followed by regression analysis to track the copper price trend over the same period. Confirmed the existence of inverse relationship between the copper price and the results of the sentiment analysis performed. Positive results of the sentiment analysis affect the sentiment of the copper market, thereby affecting the copper price with a time lag.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
50200 - Economics and Business
Result continuities
Project
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Continuities
V - Vyzkumna aktivita podporovana z jinych verejnych zdroju
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Ad Alta - Journal of Interdisciplinary Research
ISSN
1804-7890
e-ISSN
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Volume of the periodical
13
Issue of the periodical within the volume
2
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
9
Pages from-to
213-221
UT code for WoS article
001143971400043
EID of the result in the Scopus database
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