ملخص الدراسة: Opinion mining applications work with a large number of opinion holders. This means a summary of opinions is important so we can easily interpret holders’ opinions. The aim of this paper is to provide a feature-based summarization for Arabic reviews. In our work, a system is proposed using Natural Language Processing (NLP) techniques, […]

ملخص الدراسة: Data mining has become a fundamental methodology for computing applications in the domain area of medicine. Data mining is defined as the procedure that finds the valuable data from raw information sets by investigating and compressing them by considering alternate points of view._x000D__x000D_ Medical data mining is a set of methods that extract […]

ملخص الدراسة: Wikipedia encyclopedia is an attractive source for comparable corpora in many languages. Most researchers develop their own script to perform document alignment task, which requires efforts and time. In this paper, we present WikiDocsAligner, an off-the-shelf Wikipedia Articles alignment handy tool. The implementation of WikiDocsAligner does not require the researchers to import/export of […]

ملخص الدراسة: Forecasting as a data mining technique offers the opportunity to leverage the numerous sources of time-series data, to support business decision-makers for effective planning and derive value from historical data. The lack and fluctuating rainfall and the Israeli occupation caused a crisis in Palestine and in Gaza in particular. Water resources are decreasing […]

ملخص الدراسة: The platforms of social Networks play a growing role in influencing the public opinion. In addition, social Networks can describe the reaction of communities towards the reigning conflicts in the world. As a matter of fact, analysis of Social Networks has been used widely for a better understanding how communities address prominent and […]

ملخص الدراسة: Algorithms used in data mining techniques are of great importance in the field of health care, especially in the case of getting patterns or models that are undiscovered in databases. In the area of health care, leukemia affects the blood status and can be discovered by using the Blood Cell Counter (CBC). This […]

ملخص الدراسة: Technology is considered as the key of modernity of any field of our life. Every department of pharmacy uses many types of modern technologies, starting from drug design to drug clinical studies to industrial pharmacy and through drug dispensing to medical records and so on. But what if we can go further, what […]

ملخص الدراسة: Based on the best published research from Stanford University, the CheXNet algorithm was developed to diagnose and detect pneumonia from chest X-rays. To achieve better performance than experienced radiologists from the same university, simple changes were made to the algorithm to diagnose 14 pathological condition in the chest X-ray with a performance that […]

ملخص الدراسة: Social media platforms such as Twitter and Facebook are becoming powerful sources of people’s perception of major events. Most people use social media to express their views on various issues and events and develop their information on a diverse economic, political, technical, social and occurrences related to their life. The overarching aim of […]

ملخص الدراسة: The information momentum available on social media is an appropriate environment for identifying users’ reactions and attitudes towards a particular topic, products, or any issues. To analyze this data and extract useful information, machine learning algorithms are used to categorize data into predefined categories. Analyzing data in the Arabic language is a challenge, […]