Stock market prediction using microblogging sentiment analysis and machine learning
P Koukaras, C Nousi, C Tjortjis - Telecom, 2022 - mdpi.com
The use of Machine Learning (ML) and Sentiment Analysis (SA) on data from microblogging
sites has become a popular method for stock market prediction. In this work, we developed a …
sites has become a popular method for stock market prediction. In this work, we developed a …
Can data analytics raise marketing agility?-A sense-and-respond perspective
DDC Tarn, J Wang - Information & Management, 2023 - Elsevier
Data analytics (DA) is a growing technique to generate knowledge of and to raise
responsiveness to marketplace, yet relatively few studies clarified its framework and to …
responsiveness to marketplace, yet relatively few studies clarified its framework and to …
Social media analytics for non-governmental organizations: A case study of Hong Kong Next Generation Arts
Social media has provided promotion and communication channels for organizations to
reach their target audience efficiently and cost-effectively. Despite wide social media …
reach their target audience efficiently and cost-effectively. Despite wide social media …
Social media sentiment analysis related to COVID-19 vaccines: case studies in English and Greek language
E Kapoteli, P Koukaras, C Tjortjis - IFIP International Conference on …, 2022 - Springer
SARS-CoV-2 and its mutations are spreading around the world, threatening the human
population with millions of infections and deaths. Vaccines are considered the main …
population with millions of infections and deaths. Vaccines are considered the main …
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences
This work utilizes data from Twitter to mine association rules and extract knowledge about
public attitudes regarding worldwide crises. It exploits the COVID-19 pandemic as a use …
public attitudes regarding worldwide crises. It exploits the COVID-19 pandemic as a use …
A framework for decision makers to design a business analytics platform for distributed organizations
T Bayrak - Technology in Society, 2021 - Elsevier
The growth of business analytics applications in decision making is becoming a significant
component in today's organizations, and the powerful changes brought by such applications …
component in today's organizations, and the powerful changes brought by such applications …
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques
A way to improve energy management is to perform balancing both at the Peer-to-peer
(P2P) level and then at the Virtual Microgrid-to-Virtual Microgrid (VMG2VMG) level, while …
(P2P) level and then at the Virtual Microgrid-to-Virtual Microgrid (VMG2VMG) level, while …
Investigating the Key Aspects of a Smart City through Topic Modeling and Thematic Analysis
A Kousis, C Tjortjis - Future Internet, 2023 - mdpi.com
In recent years, the emergence of the smart city concept has garnered attention as a
promising innovation aimed at addressing the multifactorial challenges arising from the …
promising innovation aimed at addressing the multifactorial challenges arising from the …
[PDF][PDF] Bridging Data Gaps in Finance: The Role of Non-Participant Models in Enhancing Market Understanding
K Patel - International Journal of Computer Trends and …, 2023 - researchgate.net
In the dynamic world of finance, this paper delves into the pivotal role played by non-
participant models in addressing data gaps and elevating our understanding of financial …
participant models in addressing data gaps and elevating our understanding of financial …
Social media sentiment analysis related to COVID-19 vaccinations
E Kapoteli, V Chouliara, P Koukaras… - Artificial Intelligence and …, 2022 - Springer
The wake of the COVID-19 pandemic has yet again highlighted how vital immunization is for
public health. Despite the dramatic spread of SARS-CoV-2 and its variants, there is a rising …
public health. Despite the dramatic spread of SARS-CoV-2 and its variants, there is a rising …