COPPER MARKET SENTIMENT, VALUATION AND NEAR-TERM DEVELOPMENT USING SENTIMENT ANALYSIS

Kód výsledku v 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>

Výsledek na webu

<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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Jazyk výsledku

angličtina

Název v původním jazyce

COPPER MARKET SENTIMENT, VALUATION AND NEAR-TERM DEVELOPMENT USING SENTIMENT ANALYSIS

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

COPPER MARKET SENTIMENT, VALUATION AND NEAR-TERM DEVELOPMENT USING SENTIMENT ANALYSIS

Popis výsledku anglicky

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.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

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OECD FORD obor

50200 - Economics and Business

Projekt

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Návaznosti

V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Ad Alta - Journal of Interdisciplinary Research

ISSN

1804-7890

e-ISSN

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Svazek periodika

13

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

CZ - Česká republika

Počet stran výsledku

9

Strana od-do

213-221

Kód UT WoS článku

001143971400043

EID výsledku v databázi Scopus

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