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Home businesses play a positive role in economic growth and development. Therefore, the development of the capabilities of these businesses is an important issue in economic success. The purpose of this research was to investigate the impact of entrepreneurial knowledge on the structure and performance of home businesses. In this research, the indirect effect of the structure of home businesses on the performance of these types of businesses has been investigated. The data used in the analysis of this study were collected from 139home business owners using a questionnaire. Data analysis was done using structural equation modeling method with PLS approach and questionnaire constructs show good validity and reliability. Previous knowledge of home business owners has a positive (β=0.392) and significant (T=2.289, >1.96) effect on business structure performance. Therefore, the first research hypothesis is supported. Previous knowledge of home business owners has a positive (β=0.597) and significant (T=6.310, >1.96) effect on the performance structure of home businesses. And therefore, the second hypothesis of the research is supported. The structure of home businesses has a positive (β=0.4) and significant (T=2.124, >1.96) effect on business performance. And therefore, the third hypothesis of the research is also supported.

Purpose: The purpose of this research was to achieve a comprehensive model of home businesses and conceptualize it in the form of knowledge theory. Methodology: From the point of view of the objective, the current research is a part of applied research and from the point of view that none of the variables in this study are subject to modification or manipulation; it was a non-experimental (descriptive) research. Finding the required information with 15 key informants), an exploratory interview was conducted, the sampling process was purposeful and strategic and will continue until the process of analysis and discovery reaches theoretical saturation. Data analysis was done based on open, axial and selective coding using Atlas t.i software. Findings: A total of 207 initial conceptual propositions were obtained from the interviews in the open coding stage. Unfavorable economic status of the family, low education and inability to be employed in government bodies, coercion of the father during childhood, the need to supervise and care for children, the need to be with the family more, and low and insufficient initial capital to start working in the market, including The causal factors have been the entry of people into home business; The most important theoretical finding of this research is related to the fact that home business owners are more inclined towards businesses that are related to their previous knowledge. Conclusion: The findings show that in the phenomenon of home business and the success of the owners of these businesses, 4 components are effective as described, causal factors, underlying conditions, action strategies and outputs, which are actually research innovation. It is especially evident in causal factors

Crowdfunding is a new technology-enabled innovative process that is changing the capital market space. Internet-based applications, particularly those related to Web 2.0, have had a significant impact on sectors of society such as education, business, and medicine. The goal of this research is to fill a gap in the literature on mathematical modelling and prediction of ensemble learning in order to evaluate crowdfunding projects. The Mathematical model determines the cost of funding for the entrepreneur and the return investors will receive per period. A correct financial model is essential in order to keep all three stakeholders involved in the long term. The results show the designed model improved performance in predicting the evaluation of success or failure of Crowdfunding projects.