scholarly journals Collaborative Recommendation System For Agriculture Sector

2020 ◽  
Vol 32 ◽  
pp. 03034 ◽  
Author(s):  
Sapna Jaiswal ◽  
Tejaswi Kharade ◽  
Nikita Kotambe ◽  
Shilpa Shinde
Keyword(s):  
Web Application ◽  
Recommendation System ◽  
Agricultural Sector ◽  
Cosine Similarity ◽  
Research System ◽  
Agricultural Field ◽  
Agriculture Sector ◽  
Collaborative Recommendation ◽  
Recent Trends ◽  
The Government

Agriculture is one of the most important sector in India and the farmers are one of the most essential members of society. The major economy of the country comes from the agricultural sector. Though there is no end to the woes of Indian Farmers. One of the major causes for the continuing Indian farmer distress is lack of knowledge and benefits of the agricultural programs and schemes proposed by the Government of India.The Collaborative Recommendation System For Agriculture Sector is one such way to solve this problem. There are various workshops conducted to create awareness about the government schemes to the farmers but still the results are not seen as expected. Even if they are aware they are not solved and hence many NGOs and and Institutes have come up with various measures to solve this problem. Our research system focuses on helping the farmers by answering their agricultural queries by generating a profile of basic requirements through a web application and recommends the proposed government schemes developed to help farmers.The recommendation system also periodically update farmers with the recent trends in agricultural field, new Government schemes and programs. Keywords - agriculture, government schemes, web application, recommendation, knn algorithm, cosine similarity, CRSAS- Collaborative Recommendation System For Agriculture Sector

An Analysis of Agriculture Sector of Inclusive Growth in India

2021 ◽  
Vol 8 (4) ◽  
pp. 83-90
Author(s):  
P Chennakrishnan ◽  
D Thenmozhi
Keyword(s):  
Labor Force ◽  
Agricultural Sector ◽  
Human Being ◽  
Inclusive Growth ◽  
Rural Infrastructure ◽  
Indian Economy ◽  
Agriculture Sector ◽  
Service Sectors ◽  
Independence Era ◽  
The Government

Agriculture remains the dominant supporter of the Indian populace. The thriving industry and service sectors depend on the agricultural sector for their development. The inter-linkage among the three sectors could not be undermined at any cost. It is the massive absorbent of the labor force even though the disguised unemployment exists in varied magnitude. The share of agriculture to the GDP has come down from 57.7% in 1950-51 to 32.2% in 1990-91 at the time of liberalization, 24.6% in 2000-2001, 15.7% in 2009-2010 then 17%. In the post-independence era, stagnant production, low productivity, traditional technology, and poor rural infrastructure were the major challenges for the Government. India is principally an agricultural country. The agriculture sector estimates 18.0% of the GDP and employs 52% of the total workforce. There is a continuous steady decay in its presence towards the GDP, and the agriculture sector is losing its shine and anchor position in the Indian economy. The problems with which the Indian agricultural scenario is charged in present times are many. Still, this in no way undermines the interest of the sector and the role it can play in the holistic and inclusive growth of the country. Agriculture is fundamental for the sustenance of an economy, as is food for a human being.

scholarly journals Agriculture Sector Credit and Output Relationship in Nepal

2020 ◽  
pp. 33-53
Author(s):  
Arjun Kumar Dahal ◽  
Khagendra Kumar Thapa
Keyword(s):  
Commercial Banks ◽  
Agricultural Sector ◽  
Least Squares Method ◽  
Manufacturing Sector ◽  
Agriculture Sector ◽  
Industrial Sectors ◽  
Long Run ◽  
Integration Test ◽  
The Government ◽  
The Impact

Purpose: The purpose of this study is to find out the condition of priority of commercial banks to provide loans to the agricultural sector and to find the relationship and impact of agricultural loans to the agricultural GDP of Nepal. Objectives: This study aims to compare the condition of loan disbursements in agricultural and manufacturing sectors. It further aims to compare loan percent with growth and contribution to the GDP of the agricultural and industrial sectors and tries to show the impact of agricultural loans to the agricultural GDP of Nepal. Methods: It was based on a descriptive and analytical research design. Statistical tools standard deviation, correlation, regression, etc. are used and Excel, and EViews software are used for the statistical calculations. Statistical calculations and graphs are simultaneously used to show and compare the condition of variables. Results: Commercial banks give higher priority to the manufacturing sector for loans than the agricultural sector. The Johansen Co-integration test indicates no long-run relationship between loans of commercial banks and agricultural output in Nepal. However, the least-squares method, it indicates that a positive causal relationship between agricultural loans and agricultural growth. Implications: The loans of commercial banks directly stimulate the growth of agriculture but the amount of growth is less noticeable. Thus, it is concluded that the commercial bank's loan alone cannot affect and control the growth of the agricultural sector of the Nepalese economy therefore the government should increase its expenditure on the agricultural sector.

Deep Learning Applications in Agriculture

2021 ◽  
pp. 325-345
Author(s):  
Hari Kishan Kondaveeti ◽  
Gonugunta Priyatham Brahma ◽  
Dandhibhotla Vijaya Sahithi
Keyword(s):  
Machine Learning ◽  
Big Data ◽  
Deep Learning ◽  
Rapid Growth ◽  
Agricultural Sector ◽  
The Other ◽  
Learning Methods ◽  
Agriculture Sector ◽  
Learning Techniques ◽  
Recent Trends

Deep learning (DL), a part of machine learning (ML), comprises a contemporary technique for processing the images and analyzing the big data with promising outcomes. Deep learning methods are successfully being used in various sectors to gain better results. Agriculture sector is one of the sectors that could be benefitted from the deep learning techniques since the current agriculture techniques cannot keep up with the rapid growth in population. In this chapter, the recent trends in the applications of deep learning techniques in the agricultural sector and the survey of the research efforts that employ deep learning techniques are going to be discussed. Also, the models that are implemented are going to be analyzed and compared with the other existing models.

scholarly journals Mentorship alliance between South African established and developing farmers for sustainable agriculture sector reform

2014 ◽  
Vol 9 (4) ◽  
pp. 554-566 ◽  
Author(s):  
OO Olubode-Awosola ◽  
HD Van Schalkwyk
Keyword(s):  
South African ◽  
Agricultural Sector ◽  
Agricultural Land ◽  
Institutional Arrangement ◽  
Agriculture Sector ◽  
Institutional Infrastructure ◽  
Role Players ◽  
The Government ◽  
Near Future ◽  
Corporate Business

The South African government provides access to agricultural land for people not adequately represented in the agricultural sector.  However, the government lacks sufficient funds and institutional infrastructure to provide post-settlement support to the settled developing farmers. A farmer-to-farmer mentorship programme between established and developing farm types has been identified as an institutional arrangement that could complement the government’s efforts. However, at this stage government and other role-players lack frameworks for this type of mentorship programme.This study conceptualises a complementary mentorship alliance that is loosely structured, without the complicated legal and contractual processes involved in corporate business alliances. This alliance will hopefully lead to highly committed joint ventures in the industry in the near future.  The study also provides frameworks within which the role-players could contribute to the success of mentorship programme.

scholarly journals Agricultural Policies and Rural Development in Nepal: An Overview

2018 ◽  
Vol 1 (2) ◽  
pp. 34-46
Author(s):  
Deepak Chaudhary
Keyword(s):  
Rural Development ◽  
Rural Area ◽  
Poverty Alleviation ◽  
Agricultural Development ◽  
Agricultural Sector ◽  
Agricultural Policies ◽  
Agriculture Sector ◽  
National Economic ◽  
The Government ◽  
Rural Nepal

This paper analyzes agricultural development in terms of policy and implementation in Nepal. More than two-thirds populations in Nepal reside in the rural area and most of them depend on agriculture. Subsistence form of agriculture is common in Nepal. Rural Area and agriculture are interrelated; like two parts of the same coin. The contribution of agriculture to national Gross Domestic Product is remarkable; however, it is declining over the decades. In fact, the agricultural sector cannot attract young people; the trend of migration from rural to urban is significantly increasing. The poverty is exceedingly marked in rural Nepal. The Government of Nepal emphasizes agriculture development in for poverty alleviation. Order to alleviate poverty, rural development, and national economic growth through the policy level. However, available data and qualitative analysis reveal that the outcome from the agricultural sector is not satisfactory due to several factors. In such situation, more than half of the population has been facing food insufficiency. Because of weak policy and implementation, the agriculture sector s been suffering poor outcome. In that way, the government of Nepal along with concerned authorities should effectively implement agriculture policies in order to reduce poverty and rural development. The agriculture-rural accommodating policies and successful performance are crucial for poverty alleviation and rural development.

scholarly journals Digitalization of Agriculture Sector in Japan

2020 ◽  
Vol 11 (4) ◽  
pp. 358-369
Author(s):  
K. S. Kostyukova
Keyword(s):  
Systems Analysis ◽  
Agricultural Sector ◽  
Digital Technologies ◽  
Digital Transformation ◽  
Agriculture Sector ◽  
Effective Implementation ◽  
Media Reports ◽  
The Government ◽  
Role Of The Government

Purpose: this article includes the review of the Japanese policy on the digital transformation transformation of the agricultural sector, description and analysis of the implementation cases, as well as identification of obstacles to achieve the expected results.Methods: the study uses the methods of structural, comparative and systems analysis and the principle of formal logic. The article is based on the analysis of scientific and analytical materials devoted to the problem of research. The factual basis is the framework documents of the Cabinet of Japan, media, reports of Japanese research institutes.Results: the article provides a brief review and analysis of the Japanese public of digital transformation of the agricultural sector, provides some cases, summarizes the interim results of the measures taken, identifies problematic factors that prevent the achievement of the expected results. The hypothesis is put forward about the key role of the government in the process of developing new standards for the digital transformation.Conclusions and Relevance: Japan agricultural sector is facing a severe labor shortage. The situation is expected to get worse in the next 5 years. The Japanese government expects that digital technologies and autonomous equipment will compensate for the lack of labor on farms, as well as provide a new stage in the development of the traditional agricultural sector. However, the digitalization of agriculture sector is not limited to the introduction of the latest technology, but also involves the development of new safety rules for the use of robotic tractors, unmanned aerial vehicles, improving farmers ICT education, and standardizing new agricultural terms. However, despite the promise of using digital technologies, the high cost of new equipment and the complexity of its use is a significant obstacle to the digitalization of agriculture in Japan. The study of the features of the digital transformation of the Japanese agricultural sector is very important for the effective implementation of industry projects that exist today in Russia.

scholarly journals Konsep dan Arah Kebijakan Pemerintah dalam Pembangunan Pertanian di Indonesia

2017 ◽  
Vol 1 (2) ◽  
Author(s):  
Rahmayandi Mulda
Keyword(s):  
Qualitative Research ◽  
Human Resources ◽  
Agricultural Sector ◽  
Agricultural Products ◽  
Price Stability ◽  
Health Security ◽  
Agriculture Sector ◽  
Data Field ◽  
The Government

Abstract The government's policy on development in Indonesia is considered to be impartial in the agriculture sector, from observations, the portion of the budget each year is mostly channeled to other sectors, such as education, health, security and other routine expenditures such as salaries and operations, agriculture is considered very minimal, whereas more than half of the population in Indonesia works in the agricultural sector. The farmers are still complaining about infrastructure problems such as dams, irrigation, and farm roads. In addition, the quality of human resources working in the agricultural sector is still low, the price stability of production is uncertain so that at any time can harm the farmers, the survival of the survivors are allowed by the government when they have great service in encouraging development. The number of problems that occurred in the agricultural sector became the basis of this paper. This research is based on qualitative research, where researchers collect various data field and conduct a deep analysis of the data and on the problems that occur. The conclusion of this research is that government should direct development in agriculture sector so that people get welfare by making policies or regulations that favor the farmers by improving the quality of human resources in the agricultural sector, the availability of facilities and infrastructure, the guarantee of the price of agricultural products and the guarantee of survival farmers. Keywords: policy, government, development, agriculture Abstrak Kebijakan pemerintah dalam pembangunan di Indonesia dinilai belum memihak pada sektor pertanian, dari hasil pengamatan, porsi anggaran tiap tahunnya lebih banyak tersalurkan pada sektor-sektor yang lain, seperti pendidikan, kesehatan, keamanan maupun belanja rutin lainnya seperti gaji pegawai dan operasional, sedangkan untuk sektor pertanian dinilai sangat minim, padahal lebih dari setengah jumlah penduduk di Indonesia bekerja di sektor pertanian. Para petani masih banyak mengeluhkan masalah infrastruktur seperti bendungan, irigasi, maupun jalan tani, selain itu kualitas sumber daya manusia yang bekerja disektor pertanian masih rendah, stabilitas harga hasil produksi tidak menentu sehingga sewaktu-waktu dapat merugikan para petani, jaminan kelansungan hidup para petani dibiarkan begitu saja oleh pemerintah padahal mereka punya jasa besar dalam mendorong pembangunan. Banyaknya masalah yang terjadi disektor pertanian tersebut menjadi dasar dari tulisan ini. Penelitian ini didasarkan pada penelitian kualitatif, dimana peneliti mengumpulkan berbagai data dilapangan dan melakukan analisis yang mendalam terhadap data-data maupun pada persoalan-persoalan yang terjadi. Kesimpulan dari penelitian ini adalah pemerintah seharusnya mengarahkan pembangunan pada sektor pertanian sehingga masyarakat mendapatkan kesejahteraan dengan membuat kebijakan atau regulasi yang memihak kepada petani dengan cara peningkatan kualitas sumber daya manusia di sektor pertanian, ketersediaan sarana dan prasarana, jaminan harga hasil produksi pertanian dan jaminan kelangsungan hidup para petani. Kata kunci: kebijakan, pemerintah, pembagunan, pertanian

scholarly journals Zakah Fund Distribution Model Trough Takaful Institution for The Welfare of The Poor Farmer

2016 ◽  
Vol 4 (1) ◽  
pp. 041
Author(s):  
Intan Puspitasari ◽  
Neneng Ela Fauziyyah ◽  
Annisa Nur Salam
Keyword(s):  
Financial Institutions ◽  
Agricultural Sector ◽  
Distribution Model ◽  
Insurance Fund ◽  
Crop Failure ◽  
Agricultural Insurance ◽  
Agriculture Sector ◽  
The Poor ◽  
Agricultural Business ◽  
The Government

Various poverty alleviation programs are always launched by the government from year to year. But it is not able to change the state of this country to become more self-sufficient and prosperous. If explored further, the majority of people classified as poor are working as farmers. Therefore, it is necessary to alleviate poverty policy that focuses on the welfare of farmers. So that when the policy is successfully realized, the majority of the poor in Indonesia will be able to independently through the development of the agricultural sector. One of the problems faced by farmers is weak stimulus funds from financial institutions. Due to the agriculture sector is seen as high risk, the financial institutions tend to feel worried if that financing for the sector. In anticipation of losses on crop failure, it is important applied an insurance that serves to protect the farm. So that financial institutions have the courage to do the financing for the agricultural sector. Meanwhile, zakat is one of the Islamic public financial instruments with the potential to be developed. Zakat funds channeled to 8 asnaf, including for the poor. So, it is possible if the charity can be used as agricultural insurance fund for farmers who are poor. Based on the explanation, this paper is intended to offer a model of the distribution of zakat to the poor farmers through takaful. The hope when this model is applied, will invite many financial institutions in stimulating agricultural business funds. The final implications are the farmers’ productivity increased and the quantity of the poor in Indonesia will be reduced.

scholarly journals ​Impact of COVID-19 Lockdown on Indian Agriculture: A Review

2021 ◽  
Author(s):  
Sonia Goel ◽  
Mohinder Singh ◽  
Anshul Phaugat ◽  
Sapna Grewal ◽  
Mukesh Goel ◽  
...  
Keyword(s):  
Urban Areas ◽  
Agricultural Sector ◽  
Industrial Sector ◽  
Economic Implications ◽  
Informal Workers ◽  
Agriculture Sector ◽  
New Challenges ◽  
Direct Loss ◽  
The Government ◽  
The Impact

More than 10 million laborer have been displaced from their usual workplaces during the suddenly announced lockdown by the government of India in 2020 in order to prevent and control the spread of one of the deadliest diseases of our times namely; COVID 19, popularly known as Sars Corona Virus in March - June 2020; as per the official figures provided by the GOI. There has not been a single sector that remained unaffected from the devastating impacts of COVID-19, not even agriculture. The impact of lockdown on agriculture is hard to measure as it involves a complex relationship between multiple direct and indirect factors like labour availability, lack of supply of raw materials from the agro-industrial sector etc. The lockdown period created severe economic implications (negative) for farmers (small, marginal and large), landless laborer and all the other agricultural stakeholders who had to face new challenges for earning their livelihood. The direct loss to the agriculture sector was estimated to multi-corers by various government officials while the indirect losses may be many folds of the direct loss. The marginal income of laborers in the agriculture sector was believed to be coming close to zero due to lockdown conditions. In addition to this, smart investments, improved technologies and standardized model frameworks must be designed for the agriculture sector to combat the COVID 19 impact. The current analytical review is focused on all the major factors associated with the agriculture sector that have been highly impacted by the COVID-19 pandemic, ranging from production, storage to procurement and selling. The lockdown has choked off almost all economic activities. In urban areas, COVID-19 forced widespread loss of jobs and incomes for informal workers. Estimated by the Centre for Monitoring Indian Economy, unemployment shot up from 8.4% in mid-March to 23% in the first week of April 2020 further soaring to 30.9% by the end of April, 2020. We have also looked into the possible strategies that can be taken into consideration by the government as well as those associated with the agricultural-food sector. This pandemic has emerged several new challenges to the agricultural sector but has given us time to think and strategize things for better management in future. Suggestions have also been made to adopt alternate approaches and work in this newly created world with the ability of better resource handling.

scholarly journals A STUDY ON SIGNIFICANT INFLUENCE OF E-COMMERCE ADOPTION IN AGRICULTURAL SECTOR THROUGHOUT THE COVID-19: BENEFITS AND LIMITATIONS

2021 ◽  
pp. 38-50
Keyword(s):  
Data Analysis ◽  
Significant Influence ◽  
Agricultural Sector ◽  
The Internet ◽  
Health Crisis ◽  
Agriculture Sector ◽  
The People ◽  
Agricultural Business ◽  
The Government ◽  
The Impact

Agriculture is the solution to the overall development of any country. The internet lasts to become more widespread among people who transact with the agricultural business of any type. The incomplete health crisis about COVID 19 has affected all communities Frontline Health Responders are a priority for countries in saving the lives of the people suffering from this disease. The government has taken action since the Coronavirus hit created an extraordinary situation. India initially announced a three-week nationwide lockdown until the middle of April, after that was extended to achieve satisfactory control of the virus outbreak. In these tough times how Indian farmers react to the crisis and the actions taken by the government to help farmers across the country. The main objective of the study is to analyze the impact of e-commerce on the agricultural sector throughout the Covid 19 pandemic. The study employs samples from farmers of the Warangal and Nalgonda districts. The purpose of the study is to examine the E-commerce sources selected for the agriculture sector and Reasons for using e-commerce in the agriculture and Overall satisfaction on utilization of e-commerce in agriculture sector throughout covid-19. The result reveals that farmers started benefiting from the use of e-commerce in their agriculture. The findings of the study suggest that government should take little more initiation in training and supplying them with agricultural inputs with subsidies. The study briefly explains the Objectives, Hypothesis, Data analysis, Impact, Role, Benefits, and Limitations of E-Commerce in the agricultural sector throughout covid-19.

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