Data analytics platforms for agricultural systems: A systematic literature review

Krisnawijaya, Ngakan Nyoman Kutha; Tekinerdoğan, Bedir; Çatal, Çağatay; Tol, P.P.J. van der

doi:10.1016/j.compag.2022.106813

Cited by 16 publications

(7 citation statements)

References 21 publications

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“…and architecture patterns (such as Layered pattern, Blackboard pattern), Model-View-Controller (MVC) pattern, Broker pattern, etc.) (Krisnawijaya et al, 2022), and the technological range of solutions is constantly expanding. Smart cities are built on subsets of digital platforms (Box et al, 2020) defined by Tiwana (2014) as "software-based products or services that serve as a foundation on which outside parties can build complementary products or services".…”

Section: Related Workmentioning

confidence: 99%

“…The social media platforms used in smart cities are a relevant example in this case: they are used to collect and share data about citizens, companies and events by individuals, private organizations and the government. However, according to the reviewed studies, data platforms have brought many challenges for both developers and users (Krisnawijaya et al, 2022;Soomro et al, 2019;Chamoso et al, 2020). Challenges for developers are related to security issues, the diversity of types of information collected, data integrity and data relevance for users, the data analysis functions they need to provide, and the reusability and scalability of the solutions, especially in the case of smart cities where the needs and characteristics change continuously, etc.…”

Section: Related Workmentioning

confidence: 99%

“…and architecture patterns (such as Layered pattern, Blackboard pattern), Model-View-Controller (MVC) pattern, Broker pattern, etc.) (Krisnawijaya et al. , 2022), and the technological range of solutions is constantly expanding.…”

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

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The role of data platforms in COVID-19 crisis: a smart city perspective

Radu

Popescul

2022

AJIM

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PurposeThe Covid-19 pandemic has profoundly affected urban communities, generating the need for an immediate response from local governance. The availability of urban data platforms in some smart cities helped the relevant actors to develop various solutions in an innovative and highly contextual way. The purpose of this paper is to explore the role of data platforms in smart cities in the context of the Covid-19 crisis.Design/methodology/approachA total of 85 studies were identified using the Clarivate Analytics Web of Science electronic library. After applying exclusion and inclusion criteria, 61 publications were considered appropriate and reasonable for the research, being read in-depth. Finally, only 52 studies presented relevant information for the topic and were synthesized following the defined research questions. During the research, the authors included in the paper other interesting references found in selected articles and important information regarding the role of data in the fight against Covid-19 in smart cities available on the Internet and social media, with the intention to capture both academic and practical perspectives.FindingsThe authors' main conclusion suggests that based on their previous expertise in collecting, processing and analyzing data from multiple sources, some smart cities quickly adapted their data platforms for an efficient response against Covid-19. The results highlight the importance of open data, data sharing, innovative thinking, the collaboration between public and private stakeholders, and the participation of citizens, especially in these difficult times.Practical implicationsThe city managers and data operators can use the presented case studies and findings to identify relevant data-driven smart solutions in the fight against Covid-19 or another crisis.Social implicationsThe performance of smart cities is a social concern since the population of urban communities is continuously growing. By reviewing the adoption of information technologies-based solutions to improve the quality of citizens' life, the paper emphasizes their potential in societies in which information technology is embedded, especially during a major crisis.Originality/valueThis research re-emphasizes the importance of collecting data in smart cities, the role of the diversity of their sources and the necessity of citizens, companies and government synergetic involvement, especially in a pandemic context. The existence of smart solutions to process and extract information and knowledge from large data sets was essential for many actors involved in smart cities, helping them in the decision-making process. Based on previous expertise, some smart cities quickly adapted their data platforms for an efficient response against Covid-19. The paper analyzes also these success cases that can be considered models to be adopted by other municipalities in similar circumstances.

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Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

See 2 more Smart Citations

The role of data platforms in COVID-19 crisis: a smart city perspective

Radu

Popescul

2022

AJIM

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show abstract

“… 3 [ 37 ] “The digitization of agricultural industry – a systematic literature review on agriculture 4.0″ Smart Agricultural Technology Investigating the emerging trends of digital technologies in the agricultural industry 148 The study was much more general and concentrated on the role of Industry 4.0 in the agriculture industry. 4 [ 38 ] “Role of climate-smart agriculture in promoting sustainable agriculture: a systematic literature review” International Journal of Agricultural Resources, Governance and Ecology, Exploring the suitability of adopting climate-smart agriculture practices for promoting sustainable agriculture 57 The only goal was to promote sustainable agriculture 5 [ 39 ] “Data analytics platforms for agricultural systems: A systematic literature review” Computers and Electronics in Agriculture Investigating the role of data analytics platforms adoption in the agricultural sector 535 The study focused on the role of data analytics platforms in agriculture systems and was much more comprehensive. 6 [ 40 ] “Systematic literature review of implementations of precision agriculture” Computers and Electronics in Agriculture Providing an overview of the existing knowledge on technologies used in precision agriculture 259 The article highlights the growing interest in the ICTs in the agriculture sector.…”

Section: Introductionmentioning

confidence: 99%