Investigating customer churn in banking: a machine learning approach and visualization app for data science and management
March 2024
Customer attrition in the banking industry occurs when consumers quit using the goods and services offered by the bank for some time and, after that, end their connection with the bank. Therefore, customer...
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Machine learning-based approach: global trends, research directions, and regulatory standpoints
December 2021
The field of machine learning (ML) is sufficiently young that it is still expanding at an accelerating pace, lying at the crossroads of computer science and statistics, and at the core of artificial...
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Hotspots and trends of environmental, social and governance (ESG) research: a bibliometric analysis
June 2023
This study examines paper-level metrics in the literature on topics related to environmental, social and governance (ESG) to provide a research agenda for hotspots and trends. Based on 755 papers on...
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Blockchain and its derived technologies shape the future generation of digital businesses: a focus on decentralized finance and the Metaverse
September 2023
Without a doubt, blockchain, as one of the most valuable technological advancements, has been introduced over the past decade and has played a significant role in the industrial revolution. The emergence...
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Explainable prediction of loan default based on machine learning models
September 2023
Owing to the convenience of online loans, an increasing number of people are borrowing money on online platforms. With the emergence of machine learning technology, predicting loan defaults has become...
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Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk
March 2021
With the integration of social media and e-commerce, social media review platforms provide consumers with a place to share information and create electronic word of mouth (e-WOM). Information from e-WOM...
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Assessing the impact of artificial intelligence on customer performance: A quantitative study using partial least squares methodology
September 2024
The purpose of this research is to examine the impact of artificial intelligence (AI) on customer performance and identify the factors contributing to its effectiveness by employing a quantitative approach,...
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Virtual manufacturing in Industry 4.0: A review
March 2024
Virtual manufacturing is one of the key components of Industry 4.0, the fourth industrial revolution, in improving manufacturing processes. Virtual manufacturing enables manufacturers to optimize their...
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The impact of consumer perceived value on repeat purchase intention based on online reviews: by the method of text mining
September 2021
The progress of IT technology such as social network and mobile payment and the change of social economic environment promote the emergence of sharing economy. As a subversive business model, the sharing...
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The influence of e-commerce live streaming affordance on consumer’s gift-giving and purchase intention
March 2023
In e-commerce live streaming, sellers choose the most suitable streamers to endorse their products. The streamer introduces the main functions of the goods, organizes marketing activities, improves...
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Using multi-criteria decision-making and machine learning for football player selection and performance prediction: a systematic review
June 2024
Evaluating and selecting players to suit football clubs and decision-makers (coaches, managers, technical, and medical staff) is a difficult process from a managerial-financial and sporting perspective....
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Effects of economic factors on median list and selling prices in the U.S. housing market
December 2023
This study investigates the effects of key economic factors on the median list price and median selling price in the U.S. housing market. Key economic factors such as interest rates, unemployment rates,...
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Systematic review of data-centric approaches in artificial intelligence and machine learning
September 2023
Artificial intelligence (AI) relies on data and algorithms. State-of-the-art (SOTA) AI smart algorithms have been developed to improve the performance of AI-oriented structures. However, model-centric...
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The relationship between attribute performance and customer satisfaction: An interpretable machine learning approach
September 2024
Understanding the relationship between attribute performance (AP) and customer satisfaction (CS) is crucial for the hospitality industry. However, accurately modeling this relationship remains challenging....
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Metaverse application, flow experience, and Gen-Zers’ participation intention of intangible cultural heritage communication
June 2024
With outstanding advantages in virtuality, immersion, connectivity, and openness, the application of the metaverse in the development of intangible cultural heritage has demonstrated great potential...
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Cross-border electronic commerce’s new path: from literature review to AI text generation
March 2023
Digitization, informatization, and Internet penetration have led to a significant rise in cross-border e-commerce (CBEC), attracting considerable interest from academia, government, and industry. This...
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Topic prevalence and trends of metaverse in healthcare: a bibliometric analysis
June 2024
Metaverse technology is an advanced form of virtual reality and augmented technologies. It merges the digital world with the real world, thus benefitting healthcare services. Medical informatics is...
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Engaging in sports via the metaverse? an examination through analysis of metaverse research trends in sports
September 2024
In sports, virtual spaces are sometimes utilized to enhance performance or user experience. In this study, we conducted a frequency analysis, semantic network analysis, and topic modeling using 134...
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Data security governance in the era of big data: status, challenges, and prospects
June 2021
At present, the global big data industry is experiencing vibrant development with technological evolution and application innovation speeding up side by side. Novel technologies for data storage, computing...
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A combined forecasting method for intermittent demand using the automotive aftermarket data
June 2022
Intermittent demand forecasting is an important challenge in the process of smart supply chain transformation, and accurate demand forecasting can reduce costs and increase efficiency for enterprises....
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The dynamics of multidimensional educational poverty
Available online 22 March 2024
Education is a cornerstone in promoting the overall welfare of individuals and plays a pivotal role in shaping their lives. As the developing world grapples with the multifaceted challenges of poverty,...
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Secure approach to sharing digitized medical data in a cloud environment
June 2024
Without proper security mechanisms, medical records stored electronically can be accessed more easily than physical files. Patient health information is scattered throughout the hospital environment,...
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The impact of the digital economy on the servitization of industrial structures: the moderating effect of human capital
September 2023
The digital economy, which was born during the late third technological revolution, has caused significant economic and societal changes. Amid sluggish global economic growth, China’s economy is facing...
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Bibliometric analysis of the art market: from art price to market efficiency
Available online 13 April 2024
This study addresses a significant gap in the existing literature by conducting a comprehensive systematic review of the art market over the past 50 years, utilizing big data analysis and bibliometric...
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A new prediction NN framework design for individual stock based on the industry environment
December 2022
There is a research gap in accurately predicting an individual stock’s finances from industry environment factors. Therefore, to predict trading strategies for a target stock’s closing price, this study...
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