0% Complete
English
صفحه اصلی
/
سیزدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
Recommendation Systems in Smart Agriculture: Pathway to a well-designed system
نویسندگان :
Ahmad Nameni
1
Amir Ghafarian Daneshmand
2
Omid Mahdi Ebadati E
3
1- دانشگاه خوارزمی
2- دانشگاه خوارزمی
3- دانشگاه خوارزمی
کلمات کلیدی :
Recommendation Systems،Smart Agriculture،Precision Agriculture،Machine Learning،Internet of Things
چکیده :
Rapid growth in global food demand and production has led to a shift from traditional agriculture to smart one. It seems crucial for both governments and farmers to adopt technologies in agriculture to meet the current challenges of providing large quantities of high-quality foods and making the most of natural resources. The advent of recommendation systems in smart agriculture has gained attention in recent years as a solution for increasing yield production by suggesting suitable crops regarding the agricultural parameters. Recommendation systems also increase sustainability with better consideration of necessary nutrients and yield monitoring and lead to the proper procedure to prevent accountable production wastes. The aim of this paper is to review recent works on recommendation systems in smart agriculture to propose a conceptual model on the way to design a proper recommendation system. We categorized previous efforts on recommendation systems in four domains of weather conditions, pests and diseases, crop plants, and soil characteristics. The proposed pathway brings awareness and also a holistic view for the managers and policymakers from existing technologies, challenges, and techniques regarding designing a proper recommendation system in smart agriculture which helps in the transition from traditional routines into the smart era of agricultural practices.
لیست مقالات
لیست مقالات بایگانی شده
Similarity Measures in Medical Image Registration: A Review Article
Zohre Mohammadi - Dr Mohammad Reza Keyvanpour
AI-based Message Spam Classification Framework for Secure Autonomous Vehicles Communication
Riya Upadhyay - Mili Virani - Lakshit Pathak - Rajesh Gupta - Sudeep Tanwar - Hossein Shahinzadeh
ISPREC: Integrated Scientific Paper Recommendation using heterogeneous information network
Elaheh Jafari - Dr Bita Shams - Dr Saman Haratizadeh
Data Analysis to Reduce Electrical Power Plants
Amirali Sahraei - Jamshid Shanbehzadeh
Improving Training Stability in Variational Autoencoders Through the Integration of Score Matching Loss
Amirreza Mokhtari Rad - Pouya Ardehkhani - Hormehr Alborzi
ParaKavosh: A Parallel Algorithm for Finding Biological Network Motifs
Dr Zahra Razaghi Moghadam Kashani - Dr Ali Masoudi-nejad - Dr Abbas Nowzari-dalini
Experimental analysis of automated negotiation agents in modeling Gaussian bidders
Fatemeh Hassanvand - Dr Faria Nassiri-Mofakham
شبکههای نرمافزار محور در کلان داده: مطالعهی راهکارهای امنیتی و چالشها
احسان سلیمانی دهکردی - محمدرضا ملاخلیلی میبدی
ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts
Majid Asgari-bidhendi - Farzane Fakhrian - Dr Behrouz Minaei-bidgoli
Statistical distance-base acceptance strategy for desirable offers in bilateral automated negotiation
Arash Ebrahimnezhad - Dr Hamid Jazayeriy - Dr Faria Nassiri-mofakham
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.2