مطالب

Organizing a large volume of scientific multimedia data requires the use of appropriate indexing methods as one of the processes of information organization. Appropriate methods and algorithms are those that lead to the improvement of various aspects of quality in the process of organizing and retrieving information. For this reason, the purpose of this research is to identify the most important dimensions of data quality in the field of scientific multimedia indexing. In order to achieve this goal, a comparison of different dimensions of data quality has been made based on different criteria and the most important dimensions have been identified using Shannon entropy weighting approach and TOPSIS group ranking method. Also, using the correlation matrix, the intensity and direction of the relationship and correlation between the different dimensions of data quality have been evaluated. Based on the results of the first part of the research, the best ranks (priorities) were related to the data quality dimensions of recall, precision, completeness, appropriate amount of data, accuracy, relevancy, concise 1, consistency, concise 2, interpretability, value-added and accessibility, respectively. The results obtained from the second part of the research showed that the data quality dimensions of interpretability and relevancy had the highest correlation with the most important dimensions, i.e. recall and precision. As one of the implications of this research, it is possible to consider the measurement and evaluation of scientific multimedia data indexing methods based on different aspects of data quality and their importance.

This paper examines whether sukuk issuance can always affect the economic growth of Islamic countries and what is the role of institutional quality in this regard. A case study is conducted on selected MENA countries including Bahrain, Qatar, Saudi Arabia, Oman, and the United Arab Emirates. Macroeconomic data are collected from the World Bank and sukuk data are collected from the International Islamic Financial Market. Analyses are conducted using a balanced panel data model and weighted least squares method, and principal component analysis is used for the governance quality index. The results show that sukuk issuance, governance quality, inflation rate, and degree of economic openness all have a positive and significant effect on economic growth. These findings confirm the importance of institutional factors in enhancing the economic growth of Islamic countries.