Integrating explainable artificial intelligence and blockchain to smart agriculture: Research prospects for decision making and improved security

被引:18
|
作者
Chen, Hsin-Yuan [1 ]
Sharma, Komal [2 ]
Sharma, Chetan [3 ]
Sharma, Shamneesh [3 ]
机构
[1] Zhejiang Univ, Ctr Digital Technol Innovat & Entrepreneurship, Hangzhou, Peoples R China
[2] Chitkara Univ, Inst Engn & Technol, Chandigarh, Punjab, India
[3] upGrad Educ Pvt Ltd, upGrad Campus, Bengaluru, India
来源
关键词
Smart agriculture; Blockchain; Explainable AI; Bibliometric; IMPACT;
D O I
10.1016/j.atech.2023.100350
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Food safety hazards can be discovered and avoided using XAI and blockchain technology. The immutable and transparent ledger of blockchain technology can be used to maintain track of perishable food items, allowing for more rapid and precise detection of contamination and immediate removal from shelves. Using blockchain technology, smart agriculture can streamline the supply chain by connecting farmers directly with their customers. As a result, community members may be more confident in meeting their own dietary needs. Combining XAI, blockchain, and smart agriculture has far-reaching societal and economic implications. More efficiency, openness, and sustainability in the food chain might benefit farmers, consumers, and the world. This study provides a detailed bibliometric overview and visualization of integrating two prominent and promising tech-nologies, explainable AI and Blockchain, into Smart Agriculture. In this study, the author implemented analysis in four phases, and for each phase, the author chose different strings, which provided different analysis results. 2479 articles are taken for "smart agriculture", 103 articles for "Smart agriculture and blockchain", 37 articles for "blockchain and explainable," and finally, seven articles for "smart agriculture and explainable AI". In this study, the mapping program VOSviewer is used for Network analysis. This study uses the cooccurrence, co citation, and bibliographic coupling employed in VOSviewer to uncover significant focus areas and prominent authors and publications. By using a variety of publications, research was conducted on vital topics for this integration; as a consequence, influence and collaborations began to take place, ultimately leading to development.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] The Future of Agriculture: Analysing User Sentiment on Smart Farming with Explainable Artificial Intelligence
    Yadav, Sargam
    Kaushik, Abhishek
    Sharma, Shubham
    McDaid, Kevin
    2023 IEEE INTERNATIONAL SYMPOSIUM ON TECHNOLOGY AND SOCIETY, ISTAS, 2023,
  • [2] Does Explainable Artificial Intelligence Improve Human Decision-Making?
    Alufaisan, Yasmeen
    Marusich, Laura R.
    Bakdash, Jonathan Z.
    Zhou, Yan
    Kantarcioglu, Murat
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 6618 - 6626
  • [3] Blockchain-enabled smart agriculture: Enhancing data-driven decision making and ensuring food security
    Rehman, Khalil Ur
    Andleeb, Shahla
    Ashfaq, Maryam
    Akram, Nida
    Akram, Muhammad Waqar
    JOURNAL OF CLEANER PRODUCTION, 2023, 427
  • [4] Is human-like decision making explainable? Towards an explainable artificial intelligence for autonomous vehicles
    Xie, Jiming
    Zhang, Yan
    Qin, Yaqin
    Wang, Bijun
    Dong, Shuai
    Li, Ke
    Xia, Yulan
    TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES, 2025, 29
  • [5] Integrating intuition and artificial intelligence in organizational decision-making
    Vincent, Vinod U.
    BUSINESS HORIZONS, 2021, 64 (04) : 425 - 438
  • [6] Enabling explainable artificial intelligence capabilities in supply chain decision support making
    Olan, Femi
    Spanaki, Konstantina
    Ahmed, Wasim
    Zhao, Guoqing
    PRODUCTION PLANNING & CONTROL, 2025, 36 (06) : 808 - 819
  • [7] A Survey on Blockchain and Artificial Intelligence Technologies for Enhancing Security and Privacy in Smart Environments
    Oumaima, Fadi
    Karim, Zkik
    Abdellatif, El Ghazi
    Mohammed, Boulmalf
    IEEE ACCESS, 2022, 10 : 93168 - 93186
  • [8] Artificial Intelligence and Blockchain Technology Drive Leadership Decision-Making Research Group Recommendation Algorithm
    Chen, Chao
    Liu, Yandong
    Wang, Xin
    Xia, Yongsheng
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2024, 23 (04)
  • [9] A Bibliometric Analysis of Research on the Convergence of Artificial Intelligence and Blockchain in Smart Cities
    Alaeddini, Morteza
    Hajizadeh, Maryam
    Reaidy, Paul
    SMART CITIES, 2023, 6 (02): : 764 - 795
  • [10] Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
    Zhang, Zhibo
    Hamadi, Hussam Al
    Damiani, Ernesto
    Yeun, Chan Yeob
    Taher, Fatma
    IEEE ACCESS, 2022, 10 : 93104 - 93139