ملخص الدراسة: Image compression techniques have been widely used to store and transmit data which requires storage space and high transfer speed. The explosive growth of high-quality photos leads to the requirement of efficient technique to store and exchange data over the internet. In this paper, we present a comparative study to compare between the […]

ملخص الدراسة: An advertising campaign is a set of advertising messages that related to each others. It identifies the message of promotion of a brand, a product, or a service. Campaigns usually use multiple media to promote the product and services such as text and Image/Video. Text campaigns are used in search engines such as […]

ملخص الدراسة: Recently, Microblogs have become the new communication medium between users. It allows millions of users to post and share content of their own activities, opinions about different topics. Posting about occurring real-world events has attracted people to follow events through microblogs instead of mainstream media. As a result, there is an urgent need […]

ملخص الدراسة: Forecasting is a data mining technique which benefits from numerous sources of time-series data to derive value from historical data and helps business decision-makers for effective planning. Groundwater is the main water source in Gaza that decreasing due to population growth. A real water crisis is found because of the lack of rainfall. […]

ملخص الدراسة: Smart Mobile devices and web services are becoming very popular. Mobile devices are physically constrained_x000D__x000D_ devices; low processor speed, limited memory, limited battery, and slow intermit wireless connection. This implies to take in_x000D__x000D_ consideration these factors when implementing web services for mobile devices. In this paper, we evaluate the RESTful web_x000D__x000D_ service for […]

ملخص الدراسة: Diglossia is a very common phenomenon in Arabic-speaking communities, where the spoken language is different from both Classical Arabic (CA) and Modern Standard Arabic (MSA). The spoken language is characterised as a number of dialects used in everyday communication as well as informal writing. In this paper, we highlight the lexical relation between […]

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: Data mining tasks considered a very complex business problem. In this research, we study the enhancement in the speedup of executing data mining tasks on a grid environment. Experiments were performed by running two main data mining algorithms Classification and Clustering algorithms, and one of the data sampling methods for classification task which […]

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 […]