Arabic Text Mining a Systematic Review of the Published Literature 2002-2014

AlMahmoud, Hind; Al-Razgan, Muna

doi:10.1109/cloudcomp.2015.7149632

Cited by 13 publications

(8 citation statements)

References 91 publications

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“…The scholars of Shariah have a central role to play that shapes a bank's operations according to the laws and principles of Islam (MohdThasThaker et al, 2018). By appointing an internal Shariah audit, the SSB can exert pressure on the branches of a particular bank (Al-Mahmoud, 2007). An SSB must ensure that bank's branches fulfill all its obligations toward their stakeholders' concern, as mentioned in Islam's law (Maali et al, 2006;Farook et al, 2011).…”

Section: Theoretical Backgroundmentioning

confidence: 99%

Does stakeholder pressure matter in Islamic banks’ corporate social responsibility and financial performance?

Ali

Khan

Puah

et al. 2022

IJOES

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Purpose This study aims to examine the impact of stakeholder pressure on Islamic banks’ corporate social responsibility (CSR) practices and financial performance. Design/methodology/approach A close-ended questionnaire was collected from 282 Islamic bank’s branch managers. Partial least square structural equation modeling was used to test the hypothesized model. Both measurement and structural models were found to be fit for this research. Findings Results indicate that all components of stakeholder pressure (management, client, competitor, Sharia advisory board and community) have a significant positive impact on Islamic CSR. The findings of this study further revealed that Islamic CSR is a significant predictor of bank’s financial performance. Based on the present empirical results, this study suggests that Islamic bank managers should develop the best CSR practices to gain a competitive advantage and sustainable financial performance. Originality/value Overall, this study contributes significantly to the Islamic bank CSR literature. However, to the best of the authors’ knowledge, few studies have been conducted to establish a link between firm performance and CSR in Islamic banks using a comprehensive model of stakeholder pressure.

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Section: Theoretical Backgroundmentioning

confidence: 99%

Does stakeholder pressure matter in Islamic banks’ corporate social responsibility and financial performance?

Ali

Khan

Puah

et al. 2022

IJOES

View full text Add to dashboard Cite

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“…The authors highlighted the proposed solutions of mining problems, and also identified the remaining unsolved issues and new challenges. In [10], a systematic literature review is conducted to analyze the current state of Arabic text mining. For this review, more than one hundred papers are selected from different reliable sources and then were classified according to their specific domains.…”

Section: Related Workmentioning

confidence: 99%

Sentiment Analysis using SVM: A Systematic Literature Review

Ahmad¹,

Aftab²,

Bashir³

et al. 2018

ijacsa

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The world has revolutionized and phased into a new era, an era which upholds the true essence of technology and digitalization. As the market has evolved at a staggering scale, it is must to exploit and inherit the advantages and opportunities, it provides. With the advent of web 2.0, considering the scalability and unbounded reach that it provides, it is detrimental for an organization to not to adopt the new techniques in the competitive stakes that this emerging virtual world has set along with its advantages. The transformed and highly intelligent data mining approaches now allow organizations to collect, categorize, and analyze users' reviews and comments from micro-blogging sites regarding their services and products. This type of analysis makes those organizations capable to assess, what the consumers want, what they disapprove of, and what measures can be taken to sustain and improve the performance of products and services. This study focuses on critical analysis of the literature from year 2012 to 2017 on sentiment analysis by using SVM (support vector machine). SVM is one of the widely used supervised machine learning techniques for text classification. This systematic review will serve the scholars and researchers to analyze the latest work of sentiment analysis with SVM as well as provide them a baseline for future trends and comparisons.

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“…As previously mentioned, the aim of this study is to investigate event-based surveillance systems that can process Arabic texts in the domain of disease outbreaks. Al-Mahmoud and Al-Razgan [23] conducted a systematic review of published works on Arabic text mining between 2002 and 2014. The review showed that the topics of the articles were limited to a few different domains, such as opinion mining, crime domain, social networks, Arabic Wikipedia, and Islamic studies.…”

Section: Disease Outbreak Surveillance Systems In Arabicmentioning

confidence: 99%

A Review on Event-Based Epidemic Surveillance Systems that Support the Arabic Language

Alruily¹

2018

ijacsa

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With the revolution of the internet, many eventbased systems have been developed for monitoring epidemic threats. These systems rely on unstructured data gathered from various online sources. Moreover, some systems are able to handle more than one language to cover all news reports related to disease outbreaks worldwide. The aim of this paper is to examine existing systems in terms of supporting the Arabic language. The 28 identified systems were evaluated based on different criteria. The results of this evaluation show that only 5 systems support the Arabic language using translation tools; hence, disease outbreaks in news reports written in Arabic are not directly processed. In other words, no existing event-based system in the literature has yet been developed specifically for Arabic health news reports to monitor epidemic diseases.

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Arabic Text Mining a Systematic Review of the Published Literature 2002-2014

Cited by 13 publications

References 91 publications

Does stakeholder pressure matter in Islamic banks’ corporate social responsibility and financial performance?

Does stakeholder pressure matter in Islamic banks’ corporate social responsibility and financial performance?

Sentiment Analysis using SVM: A Systematic Literature Review

A Review on Event-Based Epidemic Surveillance Systems that Support the Arabic Language

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