AIRCC's International Journal of Computer Science and Information Technology

Hamza Naji ¹, Mohammad Mikki ¹

Affiliations
1 Department of Computer Engineering, Islamic University, Gaza, PS

Abstract

Maintenance of Service Oriented Architectures (SOA) plays an important role in guaranteeing and previews a successful deployment in any enterprise. The SOA "development and maintenance" process demands, must apply the traditional system evolution and maintenance rules. The conditions in SOA are different from the traditional software developing and maintenance, so we present in this survey paper the roles of SOA system developers and the different approaches for SOA maintenance systems as a problem's solution of using the traditional approaches for object oriented system.

Keywords

SOA, Service, Maintenance, Development, Oriented, Architecture.

Full Text

   

Hamza Naji ¹, Wesam Ashour ¹

Affiliations
1 Department of Computer Engineering, Islamic University, Gaza, PS

Abstract

The amount of text data mining in the world and in our life seems ever increasing and there's no end to it. The concept (Text Data Mining) defined as the process of deriving high-quality information from text. It has been applied on different fields including: Pattern mining, opinion mining, and web mining. The concept of Text Data Mining is based around the global Stemming of different forms of Arabic words. Stemming is defined like the method of reducing inflected (or typically derived) words to their word stem, base or ischolar_main kind typically a word kind. We use the REP-Tree to improve text representation. In addition, test new combinations of weighting schemes to be applied on Arabic text data for classification purposes. For processing, WEKA workbench is used. The results in the paper on data set of BBC-Arabic website also show the efficiency and accuracy of REP-TREE in Arabic text classification.

Keywords

Data Mining, Text Classification, Text Data Mining, Arabic Text Classification, Pre-Processing.

Full Text