Abstract: The aim behind analyzing the Goodreads dataset is to get a fair idea about the relationships between the multiple attributes a book might have, such as: the aggregate rating of each book, the trend of the authors over the years and books with numerous languages. With over a hundred thousand ratings, there are books which just tend to become popular as each day seems to pass. We proposed an Artificial Neural Network (ANN) model for predicting the overall rating of (...) books. The prediction is based on these features (bookID, title, authors, isbn, language_code, isbn13, # num_pages, ratings_count, text_reviews_count), which were used as input variables and (average_rating) as output variable for our ANN model. Our model were created, trained, and validated using data set in JNN environment, which its title is “Goodreads-books”. Model evaluation showed that the ANN model is able to predict correctly 99.78% of the validation samples. (shrink)

This study aimed to identify the reality of digital transformation in the Palestinian Ministry of Interior and National Security from the point of view of workers in computer and information technology units. ) employees, and the study tool (the questionnaire) was distributed, and the comprehensive survey method was used, where (61) questionnaires were retrieved with a percentage of (87.1%), and they were unloaded and analyzed using the statistical packages SPSS. The study reached several results, including: The availability of dimensions of (...) digital transformation to a large extent in the Ministry of Interior, Security and National and its amount reached (77.5%). The average overall score for the senior management support dimension scored a large approval degree and a relative weight (78.2%), and The Dimension strategic directions it received a large approval degree and a relative weight (76.3%), The Dimension the technical infrastructure necessary for digital transformation achieved a large approval degree and a relative weight. (73.4%), The Dimension human resources, it scored a large approval degree and a relative weight (72.2%), The Dimension coordination, a large approval degree and a relative weight (82.7%), The Dimension data privacy and security, it scored a large approval degree and a relative weight (80.7%), The Dimension the organizational structure and job description, it received a high degree of approval and a relative weight of (79.3%).The study presented a set of recommendations, the most important of which are: the need for the ministry’s administration to provide a special budget to develop the quality of its electronic services as a lever for digital transformation, the need for the ministry’s administration to spend sufficient amounts on innovation in how to provide its services, for the ministry to have high-speed internet lines and its services available uninterrupted, the need to match the number of Employees in computer and information technology departments and units with the volume and quality of work to bridge the gap between the required performance and actual performance, that the ministry develop a clear methodology for exchanging data and information between the components of the ministry, work on providing information security elements for the uploaded data and files, that the ministry provide a clear and specific job description for the main tasks in Computer and information technology departments/units in the ministry. (shrink)

The study aimed to identify the digital transformation in Non-Governmental Organizations in Palestine, and the study used the descriptive analytical approach, and a structured questionnaire was used to collect data that contribute to achieving the objectives of the study, and the study population consists of employees in Non-Governmental Organizations in the southern Palestinian governorates, and a random sample was used to collect Data where (183) applicable questionnaires were retrieved. The results of the study showed that the general assessment of digital (...) transformation reached (83.92%), and that the arrangement of areas of digital transformation is as follows: (infrastructure, organizational culture, human resources, leadership and administrative support, plans and strategies, material resources). The study presented a set of recommendations, the most important of which are: the necessity of providing a budget for training and development, attracting expertise and specialists in digital transformation to work in organizations, and providing the necessary software tools to build and manage the digital transformation process. (shrink)

This study aimed to identify the extent of the application of Cyber Security at the Ministry of Interior and National Security from the point of view of workers in the computer and information technology units. 70 employees, and the study tool (questionnaire) was distributed, and the comprehensive survey method was used, as (61) questionnaires were retrieved at a rate of (87.1%), and they were unloaded and analyzed using the SPSS statistical package. The study reached several results, including: There was a (...) high degree of agreement on the degree of Cyber Security application, which amounted to (74.8%). With a relative weight of (74.8%), and The Dimension efforts to monitor threats, it received a high degree of approval and a relative weight of (73.4%). Privacy has a high degree of approval with a relative weight of (78.4%).The study presented a set of recommendations, the most important of which are: the need to pay attention to providing the Ministry of Interior and National Security with a budget in order to activate and improve the Cyber Security system, and the need for the Ministry of Interior and National Security to use a protection network capable of detecting all threats, and the cooperation of the Ministry of Interior and National Security with external institutions to limit penetration of network systems, In addition to the need to continuously strengthen and develop the laws and legislations of the Ministry of Interior in line with the development of Cyber Security, and to enhance the capabilities of the public beneficiaries of the ministry's electronic services to reduce security gaps in the field of Cyber Security. (shrink)

The study aimed to identify the level of institutional competence in Non-Governmental Organizations in Palestine. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of employees in Non-Governmental Organizations in the southern Palestinian governorates, and a random sample was used. For data collection, (183) applicable questionnaires were retrieved. The results of the study showed that the general assessment of the level of (...) institutional efficiency was high with a relative weight of (91.85%). The results also showed that there were statistically significant differences in achieving institutional efficiency according to the variables (gender, number of years of service), while it was found that there were no statistically significant differences in achieving institutional efficiency. Depending on the variables (educational qualification, age group). The study presented a set of recommendations, the most important of which are: the necessity of providing a budget for training and development, and attracting expertise and specialists in digital transformation to work in organizations. (shrink)

The study aimed to identify the impact of the internal factors of process re-engineering in achieving organizational justice on relief organizations operating in the southern governorates - Palestine. Analytical, and a questionnaire was used to collect information that contributes to achieving the objectives of the study, and the study population consisted of employees in relief organizations, and a stratified random sample was used to collect data from 60 relief institutions. The study showed that the general estimate of the internal factors (...) for process re-engineering amounted to 76.44%, and the results showed close ratios and values for the various study axes, and the relative weight of the strategic planning axis was 76.3%, the information technology axis 79.5%, and the work regulations and regulations axis 83.7%, and between the study The relative weight of organizational justice reached 82.2%. The results also showed that training and empowering employees in organizations contributes to achieving organizational justice. The study recommended the need to provide a budget for training and development, with the need to build clear foundations to motivate and encourage employees in organizations, and define clear criteria for distributing Services for the promotion of distributive justice procedures in organizations. (shrink)

The study aimed to identify the level of creativity among NGOs Organizations in Palestine. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of workers in civil organizations, and a random sample was used to collect data, as 222 applicable questionnaires were retrieved. The results of the study showed that the level of creativity was high with a relative weight of (78.07%). (...) The relative weight of the flexibility domain was (79.03%) in second rank, the relative weight of the fluency domain was (78.49%) in third rank, and the relative weight of the problem solving domain was (78.38%) in fourth rank. The relative weight of the field of organizational climate was (77.89%) in the fifth rank, the relative weight of the field of risk was (78.07%) in the sixth rank. The study presented a set of recommendations, the most important of which are: the need to build clear foundations to motivate and encourage workers in organizations, and to give the management of institutions full freedom for workers to make decisions. (shrink)

The study aimed to identify the impact of leadership style in achieving organizational justice on relief organizations operating in the southern governorates - Palestine, and the most important hypotheses of the study were: that there is a positive correlation between leadership style and achieving organizational justice. Which contribute to achieving the objectives of the study, and the study population consisted of Employees in relief organizations, and a stratified random sample was used to collect data from 60 relief institutions. The study (...) showed that the relative weight of the leadership axis was 78.65%, and the study showed that the relative weight of organizational justice was 82.2%. The results also showed a correlation between leadership style and organizational justice, in addition to the prevailing leadership style, which contributes to training and empowering Employees. The study recommended the need to provide effective leadership, with the need to build clear foundations to motivate and encourage Employees in organizations, and to define clear criteria for the distribution of services in order to enhance the procedures of distributive justice in organizations, as well as work to integrate sub-tasks into one task, and give the institutions management full freedom for Employees to make decisions. (shrink)

The study aimed to identify the level of organizational justice in relief organizations operating in the southern governorates - Palestine. The study used the descriptive analytical method، and the questionnaire was used to collect information that contributes to achieving the objectives of the study، and the study population consisted of workers in relief organizations، and a stratified random sample was used to collect data from 60 relief institutions. The study showed that the relative weight of organizational justice was 82.2%. Where (...) the dimension of distributive fairness reached 85.94% and after procedures fairness 78.02، and the study recommended the need to build clear foundations to motivate and encourage workers in organizations، and define clear criteria for distributing services in order to enhance distributive justice procedures in organizations. (shrink)

Impostor syndrome or Impostor phenomenon is a belief that a person thinks their success is due to luck or external factors, not their abilities. This psychological trait is present in certain groups like women. In this paper, we propose a neutrosophic trait measure to represent the psychological concept of the trait-anti trait using refined neutrosophic sets. This study analysed a group of 200 undergraduate students for impostor syndrome, perfectionism, introversion and self-esteem: after the COVID pandemic break in 2021. Data labelling (...) was carried out using these neutrosophic trait measures. Machine learning models like Support Vector Machine(SVM), K-nearest neighbour (K-NN), and random forest were used to model the data; SVM provided the best accuracy of 92.15%. (shrink)

Infants and children are suffering from a lots of nausea and vomiting problems. Doctors, usually face various difficulties dealing with these problems because of their similarities. In this paper, we present an expert system to help users in getting the correct diagnosis of problems of nausea and vomiting in infants and children (Gastro-esophageal reflux, Gastroenteritis, Systemic Infection, Bowel obstruction, Tumors, A bleeding disease, tonsillitis, and Hepatitis pharynx). Furthermore, this expert system provide information about the disease and how to deal with (...) it. SL5 Object expert system language was used to design and implement this expert system. (shrink)

This study aimed to identify the digital transformation and its impact on the application of Cyber Security in the Palestinian Ministry of Interior and National Security. The study used the analytical descriptive approach. The study tool (questionnaire), and the comprehensive survey method was used, where (61) questionnaires were retrieved (87.1%), and they were unloaded and analyzed using the SPSS statistical package. The study found several results, including that there is a statistically significant correlation between all dimensions of Digital transformation and (...) the application of Cyber Security in the Ministry of Interior and National Security. And that there is an impact of Digital transformation on the application of security in the Ministry of Interior and National Security in the governorates of Gaza, and the impact coefficient was (0.897). It was found that the dimensions affecting the dependent variable of Cyber Security are dimensions (organizational structure, job description, data privacy and security, technical infrastructure required for digital transformation), as these dimensions affect (89.7%) of the variation in the application of Cyber Security. The study presented a set of recommendations, the most important of which are: The need for the Ministry's administration to provide a special budget to develop the quality of its electronic services as a lever for digital transformation. And the need for the number of workers in computer and information technology departments and units to be commensurate with the volume and quality of work to bridge the gap between the required performance and the actual performance. The ministry should set a clear methodology for exchanging data and information between the components of the ministry. And the need for the Ministry of Interior and National Security to use a protection network capable of detecting all threats. (shrink)

The study aimed to identify the reality of the use of artificial intelligence applications as a modern trend among training institutions in the southern Palestinian governorates. The study used the descriptive analytical method. The southern Palestinian governorates, and the random sample was used to collect data, as (90) applicable questionnaires were retrieved. The results of the study showed that the general estimate of artificial intelligence applications reached (83.63%), and that the order of areas of artificial intelligence applications is as follows (...) (Training And Development, System Capacity, User Behavior, Smart Agent, News Availability), and the results also showed that there were no statistically significant differences. In the use of artificial intelligence applications according to the gender variable, there are statistically significant differences in the use of artificial intelligence applications according to the variables (educational qualification, age group, number of years of service, governorate). The study presented a set of recommendations, the most important of which are: the need to attract experts and specialists to work in training institutions in order to develop applicable artificial intelligence applications, as well as the need for centers to develop their training systems in line with modern technology. (shrink)

The study aimed to identify the level of business intelligence in its dimensions (data reliability, information technology, competitive intelligence, analytical ability, business management performance, immediate analytical processing) in NGOs in the southern Palestinian governorates. The study used the analytical descriptive approach, and a structured questionnaire was used to collect data. Which contribute to the development of the objectives of the study, and the study population consists of employees in Non-Governmental Organizations in the southern Palestinian governorates, and a random sample was (...) used to collect data from the study community, as the sample reached (184) individuals, and the results of the study showed that the general estimate of business intelligence came with a high level and weight Relative (90.49%), and the arrangement of business intelligence dimensions was as follows: (data reliability, information technology, competitive intelligence, analytical ability, business management performance, and instant analytical processing). The study presented a set of recommendations, the most important of which are: the need for the organization to use modern technological systems to analyze and make its own reports, to work on employing the use of business intelligence techniques in detecting new competitors, and predicting their strategies. (shrink)

:The study aimed to identify the level of enhancing the competitive advantage of training institutions in Palestine. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of workers in training institutions operating in the southern Palestinian governorates. The random sample for data collection, where (90) applicable questionnaires were retrieved. The results of the study showed that the general estimate for the competitive (...) advantage axis came with a high degree and a relative weight (90.67%). The results also showed that there were no statistically significant differences in enhancing the competitive advantage according to the variables (gender, governorate). As well as the existence of statistically significant differences in enhancing the competitive advantage according to the variables (Educational Qualification, Age Group, Number Of Years of Service). The study presented a set of recommendations, the most important of which are: the need for centers to develop their training systems in line with modern technology, in addition to the need for centers to target new areas in their service by opening other branches in diffe rent geographical locations. (shrink)

The study aimed to identify the reality of management and development of human resources among graduates registered with the Palestinian Ministry of Labor. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of university graduates in the southern Palestinian governorates who are registered with the Ministry of Labor. Palestinian labor force, and a random sample was used to collect data, as the (...) sample reached (388) graduates who responded to filling out the questionnaire. The results of the study showed that the axis of human resources management and development was moderately developed. The results also showed that there were no statistically significant differences in the development of human resources according to the personal and organizational data of graduates registered in the Ministry of Labor in the southern governorates in the variables (gender, educational qualification, and governorate). While the results showed that there are statistically significant differences in the development of human resources according to the personal and organizational data of graduates registered in the Ministry of Labor in the southern governorates in the age group variable, where the differences were for age groups 40 years and over, and in the work status variable, where the differences were in favor of graduates who do not work. The study presented a set of recommendations, the most important of which are: the need to use innovative methods in promoting the issue of graduates to stakeholders from various institutions, in addition to the need to adopt specific prices for work in a way that is appropriate to the general economic situation, and the need to provide new and innovative services to workers, and to enhance communication with graduates through the implementation of meetings Periodicals and workshops. (shrink)

The study aimed to identify the availability of governance requirements in NGOs in the southern Palestinian governorates. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to the requirements of the study objectives. The study population consists of employees in NGOs in the southern Palestinian governorates. The use of a random sample to collect data from the study population, where the sample amounted to (184) individuals, and the results of the study showed (...) that the general assessment of the governance axis was also high with a relative weight of (92.94%). The results also showed that there were statistically significant differences in the level of achieving governance according to the variables (Academic Qualification, Age Group, Job Title, Years of Service, and Governorate). And there are no statistically significant differences in the level of governance achievement according to the variable (Gender). The study presented a set of recommendations, the most important of which are: the need for the organization to use the principles and requirements of governance in its various activities, and for the organizations to disclose their administrative activities to employees in order to enhance the principle of transparency. (shrink)

The study aimed to identify the reality of intellectual capital among NGOs Organizations in Palestine. The study used the descriptive analytical approach. A structured questionnaire was used to collect data that contribute to achieving the objectives of the study. The study population consists of workers in NGOs Organizations. A random sample was used to collect data. 222 applicable questionnaires were retrieved. The results of the study showed that the general estimate for intellectual capital amounted to 79.84%, and the results showed (...) similar ratios and values for the various axes of the study. Relational capital has a relative weight (81.05%), Structural capital has a relative weight (79.24%) and Human capital has a relative weight (79.22%). The study presented a set of recommendations, the most important of which are: the need to provide a budget for training and development, with the need to build clear foundations to motivate and encourage employees in organizations, and to give the management of institutions full freedom for employees to make decisions. (shrink)