Ahmed Otoom

Issa Atoum, Ahmed Otoom, Narayanan Kulathuramaiyer

Sentence similarity is considered the basis of many natural language tasks such as information retrieval, question answering and text summarization. The semantic meaning between compared text fragments is based on the words semantic features and their relationships. This article reviews a set of word and sentence similarity measures and compares them on benchmark datasets. On the studied datasets, results showed that hybrid semantic measures perform better than both knowledge and corpus based measures.

Issa Atoum, Ahmed Otoom

Software review text fragments have considerably valuable information about users experience. It includes a huge set of properties including the software quality. Opinion mining or sentiment analysis is concerned with analyzing textual user judgments. The application of sentiment analysis on software reviews can find a quantitative value that represents software quality. Although many software quality methods are proposed they are considered difficult to customize and many of them are limited. This article investigates the application of opinion mining as an approach to extract software quality properties. We found that the major issues of software reviews mining using sentiment analysis are due to software lifecycle and the diverse users and teams.

Ahmed Otoom, Issa Atoum

This paper proposes an implementation framework that lays out the ground for a coherent, systematic, and comprehensive approach to implement the National Information Assurance and Cyber Security Strategy (NIACSS) of Jordan. The Framework 1). Suggests a methodology to analyze the NIACSS, 2). Illustrates how the NIACSS analysis can be utilized to design strategic moves and develop an appropriate functional structure, and 3). proposes a set of adaptable strategic controls that govern the NIACSS implementation and allow achieving excellence, innovation, efficiency, and quality.The framework, if adopted, is expected to harvest several advantages within the following areas: information security implementation management, control and guidance, efforts consolidation, resource utilization, productive collaboration, and completeness. The framework is flexible and expandable; therefore, it can be generalized.