درخت حوزه‌های تخصصی

In the contemporary dynamic business environment, the dependability of process mining algorithms is intricately tied to the quality of event logs, often marred by data challenges stemming from human involvement in business processes. This study introduces a novel approach that amalgamates insights from prior works with unsupervised techniques, specifically Principal Component Analysis (PCA), to elevate the precision and reliability of event log representations. Executed through Python and the pm4py library, the methodology is applied to real event logs. The adoption of Petri nets for process representation aligns with systematic approaches advocated by earlier studies, enhancing transparency and interpretability. Results demonstrate the method’s efficacy through enhanced metrics such as Fitness, Precision, and F-Measure, accompanied by visualizations elucidating the optimal number of principal components. This study offers a comprehensive and practical solution, bridging gaps in existing methodologies, and its integration of multiple strategies, particularly PCA, showcases versatility in optimizing process mining analyses. The consistent improvements observed underscore the method’s potential across diverse business contexts, making it accessible and pertinent for practitioners engaged in real-world business processes. Overall, this research contributes an innovative approach to improve event log quality, thereby advancing the field of process mining with practical implications for organizational decision-making and process optimization.

Purpose- This research examines the impact of social factors on the sustainability and success of rural entrepreneurship in the eastern border of Zayandeh River, Isfahan, Iran. Design/methodology/approach- Using a qualitative grounded theory approach, data were collected through semi-structured interviews with 40 key stakeholders, including rural entrepreneurs, local managers, agricultural jihad managers and experts, entrepreneurship experts, and rural development specialists. MAXQDA software was used for data analysis. Findings- The findings of this research show that trust, support, social participation and teamwork are very important for the success and sustainability of rural entrepreneurship. Mutual trust between entrepreneurs and communities, active participation in economic initiatives and joint efforts, increases innovation, productivity and adaptability in rural businesses. In addition, cultural norms and local power dynamics significantly influence entrepreneurial behaviors. Practical implications- Policymakers should prioritize strengthening local financial institutions, fostering entrepreneurial culture, and adopting participatory methods for designing and implementing entrepreneurship programs. These measures can help to increase the economic capabilities of rural communities. Creating equal opportunities for all members of society and rebuilding trust between rural communities and government institutions is necessary and mandatory. This trust can lead to improved collaborations and effective partnerships. Also, strategies to remove the cultural barriers of entrepreneurship are also necessary to create a suitable environment for innovation and growth and to encourage more people to engage in entrepreneurial activities. Originality/value- This study contributes to the existing literature by providing an integrated conceptual model of social factors affecting the sustainability of rural entrepreneurship. It enhances understanding of the social dynamics that shape entrepreneurial ecosystems in rural areas, particularly areas facing environmental and economic challenges. The obtained insights can provide effective policies and interventions aimed at promoting sustainable rural entrepreneurship in similar contexts. 

Purpose- Coastal regions are some of the most popular tourism destinations worldwide and tourism can be a promising tool for enhancing dimensions of social-cultural resilience. The more resilient a community is to sudden, unexpected, or chronic economic, political, social, and environmental (negative) events, the less vulnerable it is to these disruptions. This study aimed to investigate the impact of socio-cultural resilience dimensions of coastal regions on sustainable tourism development in coastal regions of Bushehr, Iran.  Design/methodology/approach- This study is applied in terms of its objective and is correlational-descriptive in nature. Based on the type of data collected and analyzed, it is a quantitative study. The target population comprised 1686 socio-cultural experts involved in tourism development in Bushehr City. A sample of 313 participants was selected using random sampling, based on Cochran's formula. The study utilized two questionnaires: a Sustainable Tourism Development questionnaire and a Socio-Cultural Resilience questionnaire. Smart Plus and SPSS software version 26, and parametric, and nonparametric statistical tests were used to analyze the findings. Findings- The results showed a significant positive relationship between socio-cultural resilience in coastal regions and the level of tourism development in Bushehr Province. The regression coefficient for the impact of sociocultural resilience on tourism development as a dependent variable was 0.767. The regression coefficients for the cultural, environmental, economic, and social dimensions were 0.713, 0.839, 0.773, and 0.611, respectively. The coefficient of determination (R²) for sustainable tourism development was 0.589, indicating that 58.9% of the variance in sustainable tourism development in coastal areas can be explained by sociocultural resilience. The R² values ​​for the cultural, environmental, economic and social dimensions were 0.508 (50.8%), 0.703 (70.3%), 0.597 (59.7%) and 0.373 (37.3%), respectively. Practical implications- The results of this study have significant implications for the development of public policies related to sustainable tourism. In conclusion, given the diverse tourism opportunities and potentials of Bushehr Province in coastal areas, especially in the field of water and coastal sports, tourism managers and planners as well as researchers and scientists must show the necessary commitment to the formation and development of this industry through proper planning and determining appropriate strategies. It concludes by presenting some policy-making guidelines for a tourism destination manager.

Purpose- Access to safe and clean water remains a critical global concern, especially in rural areas of developing countries where infrastructural and institutional limitations are prevalent. In Tanzania, particularly in the Simiyu Region, water insecurity is further compounded by limited community participation in the planning stages of rural water projects. While participatory approaches are widely advocated to improve sustainability and responsiveness of such initiatives, there remains limited empirical evidence on the socio-economic and institutional factors influencing household-level participation. The main purpose of this research is to analyze the determinants of community participation in rural water project planning in Simiyu region, Tanzania by employing a Logit Model Approach. Design/Methods/Approach- This study addresses this gap by analyzing the determinants of community involvement using a logit regression model, drawing from data collected through a cross-sectional survey of 217 respondents. The sample was derived using Yamane’s (1967) formula, and a mixed sampling technique was applied to ensure representativeness across demographic and socio-economic groups. Structured questionnaires were employed for data collection, and the resulting data were analyzed using descriptive statistics and logistic regression methods. Findings- The results revealed that several variables significantly influence participation. These include age (marginal effect = 0.116, p < 0.05), gender (0.098, p < 0.05), occupation—particularly among those engaged in livestock keeping (0.161, p < 0.05) and small businesses (0.177, p < 0.05)-as well as income level. Additionally, community awareness (0.247, p < 0.05) and prior experience with development initiatives (0.175, p < 0.05) were strong positive predictors. Cultural norms were found to influence gendered participation, with male respondents more likely to be involved in decision-making processes. Practical implications- These findings emphasize the importance of integrating gender-sensitive and participatory planning approaches to ensure alignment with local needs and to promote sustainability. Original/Value- The study recommends targeted policy interventions including community capacity-building, equitable policy frameworks, and strengthened local governance mechanisms to foster inclusive participation. Institutionalizing participatory approaches and promoting gender equity will be crucial in enhancing community ownership, improving project outcomes, and ensuring long-term water security in rural Tanzania.