IDEAS home Printed from https://ideas.repec.org/a/ags/aolpei/320252.html

Sentiment Analysis in Agriculture

Author

Listed:
  • Novák, Jiří
  • Benda, Petr
  • Šilerová, Edita
  • Vaněk, Jiří
  • Kánská, Eva

Abstract

Sentiment analysis is currently the most actively researched topic in the field of natural language processing, however, despite it being such a powerful tool, it is not very widely used in the agrarian sector. This research focuses on the discovery and analysis of scientific literature related to Sentiment analysis in agriculture, to provide an overview of how and where Sentiment analysis is used in the agrarian sector and which methods are most commonly used. This article also discusses which applications of Sentiment analysis yield the most benefits and suggests a direction for future research.

Suggested Citation

  • Novák, Jiří & Benda, Petr & Šilerová, Edita & Vaněk, Jiří & Kánská, Eva, . "Sentiment Analysis in Agriculture," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
  • Handle: RePEc:ags:aolpei:320252
    DOI: 10.22004/ag.econ.320252
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/320252/files/Sentiment%20Analysis%20in%20Agriculture.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.320252?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. John C. Beghin & Jean-Christophe Bureau, 2017. "Quantitative Policy Analysis Of Sanitary, Phytosanitary And Technical Barriers To Trade," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 3, pages 39-62, World Scientific Publishing Co. Pte. Ltd..
    2. Edward B. Barbier & Johnson Gwatipedza & Duncan Knowler & Sarah H. Reichard, 2011. "The North American horticultural industry and the risk of plant invasion," Agricultural Economics, International Association of Agricultural Economists, vol. 42, pages 113-130, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Malinovský, Vít, . "Predicting Trends in Cereal Production in the Czech Republic by Means of Neural Networks," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
    2. Ansonfino, Ansofino & Zusmelia, Zusmelia & Dahen, Lovelly Dwinda & Puteri, Yossi Eka, . "Diamond Model and Competition of Rubber Export Markets: Evidence from Sumatra Economic Growth Center," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
    3. Adepoju, Abimbola Oluyemisi & Olaseni, Oluwadamilola Christiana, . "Are Yam Farmers Aware and Willing to Adopt the Aeroponics Farming System in Oyo State, Nigeria?," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(1).
    4. Nagy, Henrietta & Sana, Safdar & Ahmad, Wisal & Huseynov, Ragif & Jan, Muhammad Farooq & Bieli, Peter, . "Factors Affecting Fast Food Restaurant Image in Peshawar: Moderating Role of Customer Personality Traits," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
    5. Java, Oskars & Sigajevs, Aleksandrs & Binde, Juris & Kepka, Michal, . "NB-IoT Sensor Network for Obtaining the Input Data for Hydrological Simulation Model," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
    6. Jabir, Brahim & Falih, Noureddine & Sarih, Asmaa & Tannouche, Adil, . "A Strategic Analytics Using Convolutional Neural Networks for Weed Identification in Sugar Beet Fields," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 13(01).
    7. GAIGNE, Carl & LAROCHE DUPRAZ, Cathie & MATTHEWS, Alan, 2015. "Thirty years of European research on international trade in food and agricultural products," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 96(01), March.
    8. Fugazza, Marco & Maur, Jean-Christophe, 2008. "Non-tariff barriers in CGE models: How useful for policy?," Journal of Policy Modeling, Elsevier, vol. 30(3), pages 475-490.
    9. Ferrier, Peyton, 2014. "The Effects of Phytosanitary Regulations on U.S. Imports of Fresh Fruits and Vegetables," Economic Research Report 176199, United States Department of Agriculture, Economic Research Service.
    10. Chevassus-Lozza, Emmanuelle & Majkovic, Darja & Persillet, Vanessa & Unguru, Manuela, 2005. "Technical Barriers to Trade in the European Union : Importance for the New EU Members. An Assessment for Agricultural and Food Products," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24621, European Association of Agricultural Economists.
    11. Abu Hatab, Assem, 2015. "The Impact of Regional Integration on Intra-Arab Trade in Agrifood Commodities: A Panel Data Approach," MPRA Paper 67991, University Library of Munich, Germany, revised 07 Jun 2015.
    12. Almeida, Fernanda Maria de & Gomes, Marilia Fernandes Maciel & Silva, Orlando Monteiro da, 2012. "Non-tariff measures in international coffee trade," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126538, International Association of Agricultural Economists.
    13. Yuan Li & John C. Beghin, 2017. "A meta-analysis of estimates of the impact of technical barriers to trade," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 4, pages 63-77, World Scientific Publishing Co. Pte. Ltd..
    14. Mkuna, Eliaza, 2014. "East Africa Community (EAC) Non Tariff Barriers and their Effects on Tanzanian Small and Medium Agro Enterprises Cross Border Trade," Research Theses 243444, Collaborative Masters Program in Agricultural and Applied Economics.
    15. Hejazi, Mina & Grant, Jason H. & Peterson, Everett, 2016. "Hidden Trade Costs? Maximum Residue Limits and US Exports to Trans-Atlantic and Trans-Pacific Trading Partners," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235847, Agricultural and Applied Economics Association.
    16. Sbarai, Nathalia & Miranda, Silvia Helena Galvao de, 2012. "Estimation of Tariff Equivalent for NTM on Brazilian beef exports to the European Union," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126496, International Association of Agricultural Economists.
    17. Akin-Olagunju, O. & Yusuf, S. & Okoruwa, V., 2018. "Harmonization of Sanitary and Phytosanitary Standards in Cocoa Trade: How Competitive are the Major Exporting Countries?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277463, International Association of Agricultural Economists.
    18. Giuseppe Timpanaro & Mariarita Cammarata & Arturo Urso, 2020. "Analysis of Trade Flows of Ornamental Citrus Fruits and Other Rutaceae in the Mediterranean Basin and Potential for Xantomonas citri Introduction," Agriculture, MDPI, vol. 10(5), pages 1-21, May.
    19. Xiong, Bo, . "Food safety and food imports in Europe: the risk of aflatoxins in pistachios," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 20(01).
    20. Jaffee, Steven & Henson, Spencer, 2004. "Standards and agro-food exports from developing countries: rebalancing the debate," Policy Research Working Paper Series 3348, The World Bank.

    More about this item

    Keywords

    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aolpei:320252. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/fevszcz.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.