Saif Addeen Ahmad Alrababah

• PhD in Data Mining
• Ex-Director of Elearning Center at Al al-Bayt University

This research develops an MCDM solution through the integration of the Preference Selection Index (PSI) with The approach for Order Preference by Similarity to an Ideal Solution (TOPSIS) method for decision-making. The contribution of this study is to enhance the TOPSIS ranking technique by incorporating PSI objective weights as an alternative to s...

In recent years, the number of deaths and injuries resulting from traffic accidents has been increasing dramatically all over the world due to distracted drivers. Thus, a key element in developing intelligent vehicles and safe roads is monitoring driver behaviors. In this paper, we modify and extend the U-net convolutional neural network so that it...

Product aspect ranking is critical for prioritizing the most important aspects of a specific product/service to assist probable customers in selecting suitable products that can realize their needs. However, given the voluminous customer reviews published on websites, customers are hindered from manually extracting and characterizing the specific a...

Aim/Purpose: The objective of this research is to investigate the effect of review consistency between textual content and rating on review helpfulness. A measure of review consistency is introduced to determine the degree to which the review sentiment of textual content conforms with the review rating score. A theoretical model grounded in signali...

Online product reviews often mention several aspects of the product. Reviews with multiple aspects are sometimes problematic because some of the aspects mentioned are of little or no relevance to either consumers or providers. Hence, it is important to identify relevant aspects of a product by ranking them in the order of their importance. With tha...

The extracted product aspects (like “battery life”, “zoom”) from online customer reviews are dissimilar in their significance, some of these aspects have a great influence on the potential customer’s decision likewise on the businesses’ strategies for product enhancements. Supporting the probable customers with a list of the most representative pro...

Online customer reviews are an important assessment tool for businesses as they contain feedback that is valuable from the customer perspective. These reviews provide a significant basis on which potential customers can select the product that best meets their preferences. In online reviews, customers describe positive or negative experiences with...

The explosive growth of customer reviews on e-commerce websites has inspired many researchers to explore the problem of identifying the product aspects that have been mentioned in online reviews. Most of the conducted research studies extract the product aspects based on three main criteria: 1) extracting the aspects that have been commented repeat...

A systematic assessment of the impact of public access to computers and the Internet, with findings from developing countries in South America, Asia, and Africa. Shared public access to computers and the Internet in developing countries is often hailed as an effective, low-cost way to share the benefits of digital technology. Yet research on the ec...

This study analyzes users’ perception of the impact of Internet cafés on three aspects of their lives: social networking, education and learning, and income and employment. The study is based on a sample of 336 Internet café users and twenty-four operators in Amman, Jordan. Internet café users strongly perceive that these venues have improved their...

Stemming algorithms are used in information retrieval systems, indexers, text mining, text classifiers etc., to extract stems or roots of different words, so that words derived from the same stem or root are grouped together. Many stemming algorithms were built in different natural languages. Khoja Stemmer is one of the known and widely used Arabic...

As it has strong security features, GSM (Global System for Mobile communications) becomes a popular system which is widely used in mobile communication. Hand held devices are not only used for delivering communication facilities, but also they are used in mobile commerce (m-commerce) transactions. As such, security concerns become more and more imp...

Stemming is one of many tools used in information retrieval to combat the vocabulary mismatch problem, in which query words do not match document words. Stemming in the Arabic language does not fit into the usual mold, because stemming in most research in other languages so far depends only on eliminating prefixes and suffixes from the word, but Ar...