Researches

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Natural Language Processing

Numeric Big Data Analytics for Successful Decision Making: A Case Study from the Retail Industry in Canada

Published in: 2022 International Arab Conference on Information Technology (ACIT). IEEE.

Nov 22, 2022

Mahmoud Yousef Askari Ghaleb A. El Refae

This paper proposes that the successful analysis of big data in the retail industry is the key to successful business practice, and is an essential ingredient for successful decision making in many industries. In this paper, we present a case analysis of the use of numeric big data analytics to discover the decline in profits while sales figures are rising during promotion weeks at a Toronto-based retail chain store. We also discuss why big data analytics should be seen as a key practice in the...


Artificial Intelligence

Using Multinomial Naïve Bayes Machine Learning Method to Classify, Detect and Recognize Programming Language Source Code,

Published in: International Arab Conference on Information Technology (ACIT'2022)

Nov 22, 2022

Ayman Odeh Munther Odeh and Nada Odeh

Processing programming languages are very similar to processing natural languages, especially high-level languages such as Python, Java, C#, C, C++, and others. Therefore, the natural language processing concepts can be applied as one of the most important branches of artificial intelligence in detecting, recognizing, and classification scripts written in different programming languages. The programming language script classification can be counted as a classical machine learning problem. This ...


Article

Women Leadership Effectiveness: Competitive Factors and Subjective and Objective Qualities

Published in: Cogent Social Sciences

Nov 10, 2022

/ Bayan Farhan

The purpose of this study is to identify the competitive factors that contribute to leadership effectiveness for women. I posed two research questions: How do women lead? And what are their competitive factors and leadership qualities? I used an instrumental cases approach to investigate the top 10 women CEOs leading Fortune 500 companies in 2021 and better understand how competitive factors and subjective and objective leadership qualities may drive women leadership effectiveness. Using an exp...

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