Visual Analysis of Hotspots and Development Trends of Agricultural Modernization Research in the Context of Big Data

Big Data boosts agricultural production through intelligent transformation, and data will become an emerging element of modern agricultural production. Therefore, the use of big data technology in agriculture is a recent trend in modern agriculture. The development and improvement of agricultural information service technology can be greatly aided by the growing body of research findings related to agricultural modernization. Modernizing agriculture may also reduce pollution in the environment, increase the yield and quality of agricultural goods, and reduce the waste of natural resources. However, there is a dearth of research on using big data analytical techniques to fully sort out agricultural modernization. Thus, using knowledge mapping, this report examines the research hotspots and development trends of smart agriculture. According to the study's findings, the current areas of agricultural modernization research focus are artificial intelligence, big data, the Internet of Things, and precision agriculture. Precision and sustainable agriculture are being developed through the study and analysis of agricultural modernization.

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Published
2025-04-24
DOI
https://doi.org/10.1109/icccbda64898.2025.11030494
Primary Topic
Medical Research and Treatments
Type
article
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Visual Analysis of Hotspots and Development Trends of Agricultural Modernization Research in the Context of Big Data

Shuang Qiao, Jinghua Zhang, Jun Sun
Medical Research and Treatments
article

Visual Analysis of Hotspots and Development Trends of Agricultural Modernization Research in the Context of Big Data

Shuang Qiao, Jinghua Zhang, Jun Sun
article en

Abstract

Big Data boosts agricultural production through intelligent transformation, and data will become an emerging element of modern agricultural production. Therefore, the use of big data technology in agriculture is a recent trend in modern agriculture. The development and improvement of agricultural information service technology can be greatly aided by the growing body of research findings related to agricultural modernization. Modernizing agriculture may also reduce pollution in the environment, increase the yield and quality of agricultural goods, and reduce the waste of natural resources. However, there is a dearth of research on using big data analytical techniques to fully sort out agricultural modernization. Thus, using knowledge mapping, this report examines the research hotspots and development trends of smart agriculture. According to the study's findings, the current areas of agricultural modernization research focus are artificial intelligence, big data, the Internet of Things, and precision agriculture. Precision and sustainable agriculture are being developed through the study and analysis of agricultural modernization.

Dalian Polytechnic University (CN)
Zero hunger
Openalex Percentile: Top 77%
Medical Research and Treatments
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Visual Analysis of Hotspots and Development Trends of Agricultural Modernization Research in the Context of Big Data — Shuang Qiao, Jinghua Zhang, et al. · (2025) | TGRS Research Map | TGRS