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Application of Machine Learning to the Process of Crop Selection Based on Land Dataset
Get PDFWe are well recognised that the vast majority of Indians work in agriculture. Most farmers always grow the same thing, always use the same amount of fertilizer, and always plant what the people want. Recently, there have been many breakthroughs in the use of machine learning in many fields of study and business. Thus, we intend to establish a framework for the application of machine learning in agriculture for the benefit of farmers. India's economy relies heavily on the nation's agricultural output. Agriculture, then, has the potential to serve as the backbone of the Philippine economy. Choosing the right crop every time is crucial when making agricultural plans. Researchers have utilised machine learning to explore agricultural issues such as crop yield, weather prediction, soil categorization, and crop labelling. Our Indian economy really needs the agricultural sector to undergo significant reforms. Simple applications of machine learning systems in agriculture have the potential to significantly enhance this industry. In addition to the considerable role played by improvements in farming machinery and technology, functional information about many subjects also plays an important role. The main idea of this study is to use the crop selection approach in order to address numerous issues in farming. This increases the wealth of India by increasing crop yields to their maximum potential. In our study, we use the method Random Forest (RF) to estimate a crop and then evaluate its performance relative to that of competing technique
Essence and Concept of Financial Results of the Enterprise
Get PDFThe concept and essence of the financial results of an enterprise are relevant for any enterprise. After all, it is the financial result that reflects the final result of the organization's activities. The article discusses the definition of financial results from the position of leading economists and scientists, analyzes these concepts and generalizes them
Innovation-Investment Activity of Enterprises In the Digital Economy
Get PDFThe article deals with the enterprise innovation-investment activity performance problem. In terms of markets high competitiveness it’s vital to get competitive advantages. Due to the scarce of financial resources and important role of innovations in the enterprise effi ciency it’s necessary to develop the innovation-investment activity management mechanism
The Person in the Process of Music Culture Lessons Pedagogical Aspects of Maturity Formation
Get PDFThis article talks about how to prepare future music teachers for school education by focusing on extracurricular activities - the work of art clubs, which in this process will create the necessary conditions for their independent and creative work
Managing the Risks of Content Management Systems Adoption (Filenet): A Guide to Risk Analysis and Mitigation
Get PDFContent management systems (CMS) have become a vital technology for organizations to create, manage, and publish digital content through intuitive web interfaces. However, adopting CMS also introduces considerable technological and organizational risks stemming from the integration and workflow changes needed to leverage these platforms. Without identifying and mitigating these risks, CMS initiatives frequently run into major issues around security, costs, user adoption, fragmented workflows, and an overall lack of value realization.
This paper provides a comprehensive survey of the most common risks arising during CMS implementation and proven mitigation strategies. The analysis examines risk areas across security, integration complexity, budget overruns, process disruption, inconsistent governance, and user resistance. For each area, prevalent risks are outlined along with industry best practices, frameworks, and guidelines to avoid or minimize potential pitfalls.
A structured risk analysis approach is presented, covering how organizations can proactively identify, evaluate, and treat risks throughout the CMS implementation lifecycle. Once risks are visible, mitigation actions can be prioritized and tailored to the organization's needs. Ongoing risk assessment is essential even after launch as new issues emerge.
Overarching best practices for managing CMS risks are highlighted based on industry evidence and risk management methodologies. These include establishing clear and realistic requirements, following secure software development lifecycles for customizations, phasing rollouts to simplify integration, budgeting for total cost of ownership, allowing time for user adoption, instituting adaptable governance, maintaining training reinforcement, and continuously monitoring and communicating risks.
With holistic risk analysis combined with structured change management, organizations can more confidently embark on CMS initiatives. Potential pitfalls are uncovered early and mitigated through cross-functional collaboration and oversight. Rather than being derailed by foreseeable risks, organizations can tap the full potential of CMS to improve content workflows, automation, and digital capabilities while avoiding major disruptions across people, processes, and technologies. The survey highlights how multifaceted risk management practices enable successful CMS implementation that realizes measurable benefits and impact
Soaring Fuel Prices: Sentiments of Filipinos on Excise Tax
Get PDFThis study analyzed the sentiments of 100 Facebook comments on excise tax using Orange Software. Using the word cloud feature, the top 10 are chosen from the list of frequently used words with at least fifteen instances in the hundred Facebook comments. In the sentiment analysis, the Facebook comments were analyzed as positive, negative, or neutral. Based on the results, 52% of the comments showed positive sentiment, 41% displayed negative sentiment, and 7% expressed neutrality on the issue. In the qualitative analysis of the sentiments, two positive sentiments were extracted, which are: excise tax aids the operations of the government and excise tax subsidizes the transport and business sector. For the negative sentiments, three themes were extracted: excise tax suspension addresses inflation, the government has no concern for its citizens, and leaders are ineffective and corrupt. Positive sentiments demonstrate public support for the excise tax. It is considered essential for government revenues, and suspending it could have significant economic consequences. However, negative sentiments stem from concerns about inflation, distrust in leadership, and perceptions of corruption within the government
Methods and Devices for Reducing Air Dust Concentrations
Get PDFThe goals of environmental protection policies are the wise use of natural resources, the avoidance of negative impacts that society's economic activities have on the environment and public health.
Ensuring the transition of water to low and closed technological processes in industrial production, as well as developing and introducing waste-free technological processes, cost-effective methods of cleaning industrial and household waste water, air, and solid waste are crucial to reducing environmental pollution
PHYSICO-CHEMICAL AND COMMERCIAL PROPERTIES OF MAGNESIUM-CONTAINING LIME AMMONIA NITRETTE
Get PDFIn this work, we studied the physico-chemical and commercial properties of magnesium-containing lime ammonium nitrate (magnesium-containing IAS) (hygroscopic point, sorption kinetics of water vapor, sorption moisture capacity, dissolution rate, caking, porosity and bulk density of granules) were determined for fertilizer samples
Interpretation of Income and Expense in Accounting
No full textIn this article discussed the concepts of income and expenses, their recognition and assessment according to international standards. Based on the results of the study, were developed recommendations to improve the information support of income and expenses
On the Relation of Conceptosphere and Mentality
No full textThe article examines a linguocultural concept that is useful for identifying the characteristics of a language community's worldview, and describes the approaches and classifications of the concept as a tool for the formation and interpretation of linguistic mentality