ID3-driven insights: the proactive prosumer’s role in technological innovation DOI

Mahmoud Abdelaziz Ahmed Abdelaziz,

Mohamed A. Ghonim, Jiani Wu

et al.

The TQM Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 10, 2024

Purpose The study aims to reveal the relative importance of each characteristic a proactive prosumer and determine role in improving technological innovation. Design/methodology/approach Our data were collected via emails using final sample 280 technical managers from Egypt’s information technology (IT) firms who have some software development expertise. analyzed iterative dichotomiser 3 (ID3) algorithm. Findings results indicate that characteristics (initiative creativity) positively affect Furthermore, there is no innovation without initiative. Research limitations/implications This uses ID3 decision tree analysis analyze prosumers It greatly advances area by addressing need for quantitative studies administrative sciences. highlights initiative creativity as essential drivers, contributing consumer prosumption theories changing consumer-firm connection. algorithm distinguishes earlier statistical studies. study’s limitations advise increasing literature, studying psychological aspects comparing cultures. Use various algorithms moderator mediator factors improve methodology. Technical managers' opinions must also be understood. Originality/value research contributes existing knowledge base examining intricate relationship between offers novel approach employing within sciences, domain needs explored research. By bridging methodological gap, this addresses more investigations into management field. it pioneers application artificial intelligence techniques phenomenon quantitatively. paper concludes outlining potential avenues future

Language: Английский

United in Green: A Bibliometric Exploration of Renewable Energy Communities DOI Open Access
Adrian Domenteanu, Camelia Delcea, Margareta Stela Florescu

et al.

Electronics, Journal Year: 2024, Volume and Issue: 13(16), P. 3312 - 3312

Published: Aug. 21, 2024

In recent years, the domain of renewable energy communities has experienced dynamic growth, spurred by European Union (EU) legislation that became law for all 27 Member States in June 2021. This legislative framework intensified research efforts aimed at discovering new methods sustainable sources through development individual and collective communities. Each EU country implemented distinct frameworks communities, leading to varied approaches. exponential investment, facilitating deployment photovoltaic battery storage systems, offering significant economic environmental benefits community members. Against this backdrop, purpose analysis is investigate academic publications related Using a dataset extracted from ISI Web Science database, study employs bibliometric approach identify main authors, affiliations, journals analyze collaboration networks, as well discern key topics countries involved. The reveals an annual growth rate 42.82%. Through thematic maps, WordClouds, three-field plots, review top 10 globally cited documents, provides comprehensive perspective on evolving

Language: Английский

Citations

5
Electricity system resilience: An integrated bibliometric and systematic literature review DOI
Zeynep Bektaş, Dilek Yılmaz Börekçi

Utilities Policy, Journal Year: 2025, Volume and Issue: 93, P. 101888 - 101888

Published: Jan. 20, 2025

Language: Английский

Citations

0
Evaluating Policy Frameworks and Their Role in the Sustainable Growth of Distributed Photovoltaic Generation DOI Creative Commons

Annelys Machado Schetinger,

André F.P. Lucena

Resources, Journal Year: 2025, Volume and Issue: 14(2), P. 28 - 28

Published: Feb. 3, 2025

In response to the growing photovoltaic distributed generation market, this study investigates evolution of energy policies and mechanisms driving growth (DGPV). Analyzing top ten countries in installations, it examines historical trends capacity growth, installation costs, stakeholder engagement evaluate policy effectiveness. Eight categories are identified as follows: direct financial incentives, market regulation, government management, production performance-based feed-in tariffs, renewable obligations, research development initiatives, agreements commitments. The results emphasize crucial influence management policies, regulation on promoting DGPV. Political will effective governance key drivers advancing technology development. Policies reducing costs encouraging investment support transition systems from early adoption maturity. Despite these advances, disparities implementation highlight need for adaptable frameworks tailored local contexts. By leveraging solar energy, an abundant universally accessible resource, nations can enhance equity through accelerate shift toward sustainable systems. This analysis offers valuable insights policymakers seeking promote DGPV a central strategy combating climate change.

Language: Английский

Citations

0
The influence of AI on price forecasting. The view of the academic community DOI Creative Commons
Alexandra-Cristina-Daniela Ciuvercă, Simona‐Vasilica Oprea

Journal of Business Economics and Management, Journal Year: 2025, Volume and Issue: 26(1), P. 231 - 254

Published: April 3, 2025

In the context of impressive development Big Data, AI algorithms have proven their efficiency in processing and analyzing large volumes data. Price prediction was no exception. modern economic fields, need for advanced models, with increased efficiency, has become more important. Thus, interest potential solutions terms price all industries also grown progressively. The present study aims to capture, by using several Natural Language Processing techniques, feeling that academic community relation subject way which opinions evolved over years. For this purpose, abstracts works indexed Clarivate WoS addressed topic are included current analysis. scores obtained after analysis reveal a slightly positive attitude towards subject, but nevertheless quite reserved. main topics existing these articles extracted means Latent Dirichlet Allocation. Our makes contributions formulation position specialists scientific evolution. Further, it provides new research directions future studies.

Language: Английский

Citations

0
Emphasizing Grey Systems Contribution to Decision-Making Field Under Uncertainty: A Global Bibliometric Exploration DOI Creative Commons
Andra Sandu,

Paul Diaconu,

Camelia Delcea

et al.

Mathematics, Journal Year: 2025, Volume and Issue: 13(8), P. 1278 - 1278

Published: April 13, 2025

Grey systems are applied in numerous domains, proving a high efficiency predicting and investigating complex systems, where data is insufficient, unknown, or partially known. The have strong contribution the decision-making field under uncertainty, by identifying connection between variables optimizing process of choosing strategies. With time, methods offered grey theory faced continuous adoption various research fields associated with decision-making. In this context, paper aims to provide an in-depth bibliometric exploration, focusing on filtered dataset, gathered from Clarivate Analytics’ Web Science Core Collection database (WoS) for purpose better highlighting uncertainty. Based extracted value registered annual growth rate 17.1%, that scientific community’s focus significant, it has maintained academics’ interest long time. Also, results analysis showed Journal System was most relevant source, while Sifeng Liu provided greatest based number published papers. Nanjing University Aeronautics Astronautics ranked first top affiliation papers, China—the homeland theory—assumes leading contributor country place. review 10 cited papers revealed advantages using

Language: Английский

Citations

0
Decoding the Developmental Trajectory of Energy Trading in Power Markets through Bibliometric and Visual Analytics DOI Creative Commons
Yu Sun, Zhiqiang Ma, Xiaomeng Chi

et al.

Energies, Journal Year: 2024, Volume and Issue: 17(15), P. 3605 - 3605

Published: July 23, 2024

This research leverages bibliometric methodologies, enhanced by the visual analytics capabilities of CiteSpace, to meticulously examine evolution and current trends in energy trading within power markets, analyzing 642 scholarly articles from Web Science Core Collection spanning 1996 2023. The study aims illuminate prevailing landscape, growth patterns, future directions dynamics. Key findings include: (1) A noticeable escalation volume publications, especially 2021 2023, indicating a burgeoning interest rapid this area; (2) author institutional collaboration networks are nascent stage, with predominantly China-centric international pattern, including significant partnerships United States, Australia, Kingdom; (3) focal points centered around themes such as “energy management”, “demand-side innovation”, “decentralized trading”, “strategic optimization”, covering areas intelligent grid technologies, market dynamics, sustainable solutions. recommends enhancing collaborative networks, fusing technological strategic dimensions research, increasing focus funding for emerging promoting wider cross-disciplinary collaborations enrich understanding dynamics context electricity markets.

Language: Английский

Citations

2
Driving sustainable energy transitions with a multi-source RAG-LLM system DOI Creative Commons
Muhammad Arslan, Lamine Mahdjoubi,

Saba Munawar

et al.

Energy and Buildings, Journal Year: 2024, Volume and Issue: 324, P. 114827 - 114827

Published: Oct. 9, 2024

Language: Английский

Citations

2
Electricity System Resilience: An Integrated Bibliometric and Systematic Literature Review DOI
Zeynep Bektaş, Dilek Yılmaz Börekçi

Published: Jan. 1, 2024

Language: Английский

Citations

0
A Water-Energy-Carbon Nexus Approach for the Optimal Design and Configuration of Green Roofs and Photovoltaic Systems DOI

Juan Antonio Peña-Muñoz,

Sixtos Antonio Arreola-Villa, Alejandro Estrada‐Baltazar

et al.

Process Integration and Optimization for Sustainability, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 2, 2024

Language: Английский

Citations

0
ID3-driven insights: the proactive prosumer’s role in technological innovation DOI

Mahmoud Abdelaziz Ahmed Abdelaziz,

Mohamed A. Ghonim, Jiani Wu

et al.

The TQM Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 10, 2024

Purpose The study aims to reveal the relative importance of each characteristic a proactive prosumer and determine role in improving technological innovation. Design/methodology/approach Our data were collected via emails using final sample 280 technical managers from Egypt’s information technology (IT) firms who have some software development expertise. analyzed iterative dichotomiser 3 (ID3) algorithm. Findings results indicate that characteristics (initiative creativity) positively affect Furthermore, there is no innovation without initiative. Research limitations/implications This uses ID3 decision tree analysis analyze prosumers It greatly advances area by addressing need for quantitative studies administrative sciences. highlights initiative creativity as essential drivers, contributing consumer prosumption theories changing consumer-firm connection. algorithm distinguishes earlier statistical studies. study’s limitations advise increasing literature, studying psychological aspects comparing cultures. Use various algorithms moderator mediator factors improve methodology. Technical managers' opinions must also be understood. Originality/value research contributes existing knowledge base examining intricate relationship between offers novel approach employing within sciences, domain needs explored research. By bridging methodological gap, this addresses more investigations into management field. it pioneers application artificial intelligence techniques phenomenon quantitatively. paper concludes outlining potential avenues future

Language: Английский

Citations

0