The artificial intelligence application in the management of contemporary organization: Theoretical assumptions, current practices and research review

D Jelonek, A Mesjasz-Lech, C Stępniak, T Turek… - Advances in Information …, 2020 - Springer
Nowadays the artificial intelligence solutions together with data science and business
analytics solutions such as Business Intelligence systems, Big data and data mining play …

The degree of adoption of business intelligence in Romanian companies—The case of sentiment analysis as a marketing analytical tool

DF Ciocodeică, RG Chivu, IC Popa, H Mihălcescu… - Sustainability, 2022 - mdpi.com
The structural changes in the public communication space through the advent of the Internet
and the further development of online commerce culminate today with the explosion of …

The meaning of big data in the support of managerial decisions in contemporary organizations: review of selected research

D Jelonek, C Stępniak, L Ziora - … Networks: Proceedings of the 2018 Future …, 2019 - Springer
The purpose of the paper is presentation of the role of big data methods, techniques and
tools application in the support of managerial decisions. The paper characterizes the notion …

Application of text classification and clustering of Twitter data for business analytics

AS Halibas, AS Shaffi… - 2018 Majan international …, 2018 - ieeexplore.ieee.org
In the recent years, social networks in business are gaining unprecedented popularity
because of their potential for business growth. Companies can know more about consumers' …

Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)

M Rizinski, H Peshov, K Mishev, M Jovanovik… - IEEE …, 2024 - ieeexplore.ieee.org
Lexicon-based sentiment analysis in finance leverages specialized, manually annotated
lexicons created by human experts to extract sentiment from financial texts effectively …

Machine learning solutions in the management of a contemporary business organisation

L Ziora - Journal of Decision Systems, 2020 - Taylor & Francis
The goal of the paper is to present machine learning (ML) solutions applicability in the
management of contemporary business organisation primarily focusing on the improvement …

[PDF][PDF] Text Sentiment Analysis Based on Multi-Layer Bi-Directional LSTM with a Trapezoidal Structure.

Z He, CE Dumdumaya, IKD Machica - Intelligent Automation & …, 2023 - researchgate.net
Sentiment analysis, commonly called opinion mining or emotion artificial intelligence (AI),
employs biometrics, computational linguistics, natural language processing, and text …

[PDF][PDF] The application of heterogeneous knowledge sources in municipal management

C Stępniak, T Turek, L Ziora - Przegląd Organizacji, 2019 - researchgate.net
Not only charisma and leadership abilities, but also managerial skills are now required from
contemporary leaders of local government units. Although the basic purpose of state and …

Potential data sources for sentiment analysis tools for municipal management based on empirical research

D Jelonek, A Mesjasz-Lech, C Stępniak, T Turek… - Advances in Information …, 2020 - Springer
The paper addresses the issue of the possibility of using sentiment analysis tools to support
the management of local government entities. The author team carried out research in this …

Opinion Mining and Analysing Real-Time Tweets Using RapidMiner

R Nandal, A Chawla, K Joshi - Proceedings of Third International …, 2022 - Springer
Earlier, the social media was only a medium for communication, but as the technology is
improving and advancing, social media has become a mode by various industries, e …