Smart City Gnosys
Smart city article details
| Title | A Contemporary Survey On Multisource Information Fusion For Smart Sustainable Cities: Emerging Trends And Persistent Challenges |
|---|---|
| ID_Doc | 1071 |
| Authors | Orchi H.; Diallo A.B.; Elbiaze H.; Sabir E.; Sadik M. |
| Year | 2025 |
| Published | Information Fusion, 114 |
| DOI | http://dx.doi.org/10.1016/j.inffus.2024.102667 |
| Abstract | The emergence of smart sustainable cities has unveiled a wealth of data sources, each contributing to a vast array of urban applications. At the heart of managing this plethora of data is multisource information fusion (MSIF), a sophisticated approach that not only improves the quality of data collected from myriad sources, including sensors, satellites, social media, and citizen-generated content, but also aids in generating actionable insights crucial for sustainable urban management. Unlike simple data fusion, MSIF excels in harmonizing disparate data sources, effectively navigating through their variability, potential conflicts, and the challenges posed by incomplete datasets. This capability is essential for ensuring the integrity and utility of information, which supports comprehensive insights into urban systems and effective planning. This survey combines hierarchical and multi-dimensional classification to examine how MSIF integrates and analyses diverse datasets, enhancing the operational efficiency and intelligence of urban environments. It highlights the most significant challenges and opportunities presented by MSIF in smart sustainable cities, particularly how it overcomes the limitations of existing approaches in scope and coverage. By considering social, economic, and environmental factors, MSIF offers a multidisciplinary approach that is pivotal for advancing sustainable urban development. Recognized as an essential resource for academics and practitioners, this study promotes a new wave of MSIF innovations aimed at improving the cohesion, efficiency, and sustainability of smart cities. © 2024 Elsevier B.V. |
| Author Keywords | Hierarchical and multi-dimensional classification; Multisource information fusion; Smart sustainable cities |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
3726  | 0.907 | Bibri S.E. | A Practical Integration Of The Leading Paradigms Of Urbanism: A Novel Model For Data-Driven Smart Sustainable Cities Of The Future | Advances in Science, Technology and Innovation (2020) |
| 56007 | 0.905 | Bibri S.E. | The Leading Smart Sustainable Paradigm Of Urbanism And Big Data Computing: A Topical Literature Review | Advances in Science, Technology and Innovation (2019) |
| 39935 | 0.904 | Bibri S.E. | On The Sustainability Of Smart And Smarter Cities In The Era Of Big Data: An Interdisciplinary And Transdisciplinary Literature Review | Journal of Big Data, 6, 1 (2019) |
| 51483 | 0.902 | Bibri S.E.; Krogstie J. | Smart Sustainable Cities Of The Future: An Extensive Interdisciplinary Literature Review | Sustainable Cities and Society, 31 (2017) |
| 56004 | 0.902 | Bibri S.E. | The Leading Data-Driven Smart Cities In Europe: Their Applied Solutions And Best Practices For Sustainable Development | Advances in Science, Technology and Innovation (2020) |
| 57059 | 0.902 | Bibri S.E. | The Unfolding And Soaring Data Deluge For Transforming Smart Sustainable Urbanism: Data-Driven Urban Studies And Analytics | Advances in Science, Technology and Innovation (2019) |
| 15339 | 0.902 | Fadhel M.A.; Duhaim A.M.; Saihood A.; Sewify A.; Al-Hamadani M.N.A.; Albahri A.S.; Alzubaidi L.; Gupta A.; Mirjalili S.; Gu Y. | Comprehensive Systematic Review Of Information Fusion Methods In Smart Cities And Urban Environments | Information Fusion, 107 (2024) |
| 6698 | 0.901 | Bibri S.E. | Advancing Sustainable Urbanism Processes: The Key Practical And Analytical Applications Of Big Data For Urban Systems And Domains | Advances in Science, Technology and Innovation (2019) |
| 49568 | 0.899 | Aishwarya R.I.; Asimithaa K.; Eunice J. | Smart Cities For The Future: A Data Science Approach | Cyber security and Data Science Innovations for Sustainable Development of HEICC: Healthcare, Education, Industry, Cities, and Communities (2025) |
| 17481 | 0.898 | Bibri S.E. | Data-Driven Smart Eco-Cities Of The Future: An Empirically Informed Integrated Model For Strategic Sustainable Urban Development | World Futures, 79, 7-8 (2023) |