Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/2442882.2442933acmotherconferencesArticle/Chapter ViewAbstractPublication Pagesacm-devConference Proceedingsconference-collections
research-article

KrishiMantra: agricultural recommendation system

Published: 11 January 2013 Publication History

Abstract

With the evolution of Web 2.0, ICT has become the primary need of human beings. There is a gap between the farmers and the knowledge of agricultural experts. ICT can fill the gap between farmers and the experts. In this paper, we have proposed a semantic web based architecture to generate agricultural recommendations, using spatial data and agricultural knowledge bases. Our knowledge base acts as a domain expert and will send recommendations to the farmers based on climate conditions and geographic data. We have shown experimental results as a part of implementation of our proposed architecture. A farmer sends a query to the query engine, in order to get information for a specific crop. Query may be related to GIS data, crop knowledge base or both. The result of the query is displayed on a mobile device.

References

[1]
T. eberson Retna Raj, R.; Sasipraba. Disaster management system based on gis web services. In Recent Advances in Space Technology Services and Climate Change (RSTSCC), 2010.
[2]
S. Latu. sustainable development: the role of gis and visualisation. EJISDC, 38(5):1--17, 2009.
[3]
M. G. Naicong Li, Robert Raskin and K. Janowicz. An ontology-driven framework and web portal for spatial decision support. Transactions in GIS, 16(3):313--329, 2012.
[4]
Neha. Building crop ontology for farmers. Master's thesis, Banasthali University, Rajasthan, 2012.
[5]
newhollandindia.co.in.
[6]
V. Sharma. India's Agrarian Crisis and Smallholder Producers' Participation in New Farm Supply Chain Initiatives: A Case Study of Contract Farming. Indian institute of management (IIM), 2007.
[7]
V. K. Yash Jain, Amita Sharma and S. Chaudhary. Spatial analysis for generating recommendations for agricultural crop production. In India Conference On Geospatial Technologies And Applications (ICGTA-12), 2012.

Cited By

View all
  • (2024)AgriAid: An Intelligent Farmer Companion Using Deep Learning Approach2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)10.1109/IITCEE59897.2024.10467751(1-6)Online publication date: 24-Jan-2024
  • (2024)Enhancing Farming Practices through a Comprehensive Recommendation System2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT)10.1109/ICCPCT61902.2024.10673034(514-521)Online publication date: 8-Aug-2024
  • (2024)Crop Recommendation and Irrigation System Using Machine Learning with Integrated IoT DevicesData Management, Analytics and Innovation10.1007/978-981-97-3242-5_9(111-126)Online publication date: 23-Jul-2024
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
ACM DEV '13: Proceedings of the 3rd ACM Symposium on Computing for Development
January 2013
233 pages
ISBN:9781450318563
DOI:10.1145/2442882

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 11 January 2013

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. SOA
  2. geographic information system (GIS)
  3. ontology
  4. recommendation
  5. semantic web
  6. services

Qualifiers

  • Research-article

Conference

ACM DEV '13

Acceptance Rates

Overall Acceptance Rate 52 of 164 submissions, 32%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)7
  • Downloads (Last 6 weeks)1
Reflects downloads up to 20 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)AgriAid: An Intelligent Farmer Companion Using Deep Learning Approach2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)10.1109/IITCEE59897.2024.10467751(1-6)Online publication date: 24-Jan-2024
  • (2024)Enhancing Farming Practices through a Comprehensive Recommendation System2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT)10.1109/ICCPCT61902.2024.10673034(514-521)Online publication date: 8-Aug-2024
  • (2024)Crop Recommendation and Irrigation System Using Machine Learning with Integrated IoT DevicesData Management, Analytics and Innovation10.1007/978-981-97-3242-5_9(111-126)Online publication date: 23-Jul-2024
  • (2023)TILLAGE : An Ensemble-Based Agricultural Crop Recommendation SystemInternational Journal of Scientific Research in Science, Engineering and Technology10.32628/IJSRSET2310231(280-285)Online publication date: 1-Apr-2023
  • (2023)Crop Intelligent: Weather based Crop Selection using Machine Learning2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)10.1109/ICSCDS56580.2023.10104898(1594-1600)Online publication date: 23-Mar-2023
  • (2023)Machine learning-based optimal crop selection system in smart agricultureScientific Reports10.1038/s41598-023-42356-y13:1Online publication date: 25-Sep-2023
  • (2023)Crop Recommendation Using Machine Learning Algorithms and Soil Attributes DataProceedings of 3rd International Conference on Artificial Intelligence: Advances and Applications10.1007/978-981-19-7041-2_3(31-41)Online publication date: 15-Apr-2023
  • (2023)HIAS: Hybrid Intelligence Approach for Soil Classification and Recommendation of CropsElectronic Governance with Emerging Technologies10.1007/978-3-031-22950-3_7(81-94)Online publication date: 1-Jan-2023
  • (2021)Agricultural Crop Recommendations based on Productivity and Season2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS)10.1109/ICACCS51430.2021.9441736(883-886)Online publication date: 19-Mar-2021
  • (2021)KRISHI BAZAAR: An E-Commerce Application For Direct Farmer-to-Consumer Trading2021 IEEE Bombay Section Signature Conference (IBSSC)10.1109/IBSSC53889.2021.9673331(1-5)Online publication date: 18-Nov-2021
  • Show More Cited By

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media