The agricultural sector suffers from many risks and natural disasters, such as droughts and heavy rains that cause floods, as well as hail and agricultural pests, etc., that threaten agricultural activity and reduce it, which leads to the failure of farmers and peasants for fear of being subjected to continuous losses. Nevertheless, we notice almost complete reluctance to move towards agricultural insurance, due to the dependence of farmers on the government, which adopts the principle of compensation instead of agricultural insurance when natural disasters happen despite the difficulties and financial hardship as well as the suspicion of corruption that haunt the compensation process and this represents the most important problem for research In addition to the weakness of agricultural insurance With its current mechanisms and the absence of its own law that includes government support. The importance of the study is highlighted through the role of agricultural insurance in continuing to secure farmers ’income and ensuring food access to the citizen, as it is a true contributor to reducing agricultural risks. The research aims to analyze the current reality to find new frameworks by proposing a draft law on agricultural insurance and establishing a fund for managing agricultural risks that will be a substitute for the law in the event that it is not legislated or because of the delay in the legislative procedures of the law. The research reached several conclusions, the most important of which is the absence of a law on agricultural insurance, in addition to the absence of any government support for this activity other than global experiences. Several recommendations were presented, the most important of which are:The necessity of having a strategy for agricultural insurance that includes government support for insurance premiums of no less than 30% and the establishment of a Shareholding company consisting of the public and private sectors, In addition to forming of specialized committees to establish a partnership between farmers and the Ministry of Agriculture to raise awareness of this type of insurance. Introduction :
This research dealt with the analysis of murder crime data in Iraq in its temporal and spatial dimensions, then it focused on building a new model with an algorithm that combines the characteristics associated with time and spatial series so that this model can predict more accurately than other models by comparing them with this model, which we called the Combined Regression model (CR), which consists of merging two models, the time series regression model with the spatial regression model, and making them one model that can analyze data in its temporal and spatial dimensions. Several models were used for comparison with the integrated model, namely Multiple Linear Regression (MLR), Decision Tree Regression (DTR), Random Forest Reg
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... Show MoreThe tourism industry has undergone exponential transformation, reshaped by online travel agencies (OTAs), shifting consumer preferences, and technological advancements. Established OTAs like TripAdvisor and Travelocity face pressures to adapt their strategies to capitalize on these disruptive landscape changes. This research involves a comparative analysis examining the key challenges confronting TripAdvisor and Travelocity, with a focus on opportunities to leverage artificial intelligence (AI) in enhancing personalization and the traveler experience. The study utilizes publicly available data on the companies and academic literature on AI innovation diffusion. Findings reveal that while TripAdvisor has actively developed AI-based trip plan
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