Atlantis Highlights in Economics, Business and Management

In the rapid advancement of smart manufacturing, production lines face challenges such as inflexible resource allocation, dynamic order fluctuations, and conflicting objectives. Traditional single-objective optimization methods struggle to address these complexities. This paper proposes a dynamic multi-objective...

Demand forecasting is a critical task in retail supply chain management, yet traditional models often fall short in handling nonlinear patterns and diverse data sources. This paper presents a deep learning approach that combines LSTM networks with an attention mechanism to capture both temporal dependencies...

In view of the complex safety risk factors of construction personnel, limited data samples and strong subjectivity of traditional evaluation methods, this paper proposes a comprehensive risk assessment model integrating hierarchical analysis (AHP) and gray association analysis (GRA). The subjective weight...

To explore the mechanism of work alienation affecting miners’ unsafe behaviors, we proposed a hypothetical model through theoretical and literature analysis. Using the Work Alienation Scale, Miners’ Job Burnout Scale, Psychological Resilience Scale, Miners’ Safety Attitude Scale, and Unsafe Behavior...

With the release of the potential of the automobile consumer market, the quality problems of automobile dealers are highlighted. Based on this status quo, an evolutionary game model of automobile suppliers, dealers and consumers is constructed using evolutionary game theory, the long-term evolutionary...

Aiming at the problem of bearing fault diagnosis, a fault diagnosis method based on Attention Entropy (AE) and Support Vector Machines (SVM) optimized by Coati Optimization Algorithm (COA) is proposed. Firstly, the attention entropy feature of bearing vibration signal is extracted, which can extract...

As the aging problem in our country becomes increasingly severe, preliminary research indicates that most elderly individuals prefer to receive care at home. This trend suggests that in the future, only children will bear the pressure of caring for two elderly individuals, which may lead to accidents...

To better understand the influential factors of coordination delay in standard setting process, we borrow the theoretical lens of institutional entrepreneurship. The data processing and calculating is conducted by SPSSRO data analysis software, including VIF test and OLS regressions. By using the data...

The evaluation of special equipment inspection institutions is currently a highly valued issue in both domestic and international academic circles. This article combines the existing evaluation situation of special equipment inspection institutions in China, studies the evaluation method of special equipment...

This paper investigates the dynamics of crowd panic transmission in enclosed spaces during fire scenarios and explores the effectiveness of different intervention strategies. Based on the traditional SIR (susceptible infected recovered model) model, an improved SIR model was constructed by introducing...

With the rapid development of artificial intelligence technology, large models are increasingly widely applied in all walks of life. As an important component of the country’s key infrastructure, power grid enterprises are confronted with multiple challenges such as improving operational efficiency and...

This study centers on the optimization of Baltimore's traffic system. We have developed a traffic flow prediction model using key factors such as population density, road betweenness centrality, and lane count to analyze the changes in traffic flow before and after a bridge collapse. By applying...

Covering 40 million members nationwide numerous people visit SSS offices availing the 7 types of benefits. Some were already in the waiting area for an hour or two before the official business hours of the government offices commenced. The study crafted provisions in the SSS Caraga Region Customer Relations...

Airport relocation presents heightened operational safety risks due to environmental changes, system transitions, and managerial complexity. To improve the reliability of risk indicator weighting in such settings, this study proposes a novel fusion model integrating the G1 method, entropy weight method...

Aiming at the problems of response lag and strategy fragmentation of traditional enterprise risk prevention and control systems in dynamic and complex environments, this study proposes a deep reinforcement learning-driven risk dynamic collaborative governance framework. By constructing a risk conduction...

This article investigates the changing motivations of Corporate Social Responsibility (CSR) in China, especially in the micro food and beverage industry by using a bibliometric research technique that conducts a thorough literature review, outlining the critical themes and trends in CSR efforts among...

This paper proposed a novel model to evaluate the behavioral characteristics of high-value customers using RFM model and the e-commerce consumer behavior data from the Kaggle platform. This model integrates detailed demographic analysis, including age-specific consumption patterns, payment preferences,...

With the diversified development of high-speed railway passenger structure, there is currently a lack of research on service quality for special needs groups such as infants. This paper constructs an evaluation index system for the service quality of infant passengers on high-speed trains by integrating...

To achieve full automation in the performance testing of metal bellows, the authors have designed and developed a device for automatic clamping, sealing, hydraulic testing, air-tightness testing, and stiffness testing of metal bellows, which is highly automated, intelligent, safe, and reliable with substantial...

Objective The high-quality development of public hospitals is a national strategy, with disciplinary construction as the core path and driving force, yet facing challenges like policy fragmentation and insufficient cross-sectoral synergy. Methods: Drawing on the four dimensions of socio-technical...

This article takes Chinese A-share listed companies from 2014 to 2023 as a sample to explore the impact of excessive compensation of independent directors on the protection of small and medium-sized investors. Research has found that excessive compensation for independent directors significantly promotes...

Infrastructure management is a crucial link in the core business chain of "planning, construction, and operation" for energy and power enterprises, serving as a bridge between the front-end development planning and the back-end production operation. It is responsible for the transformation...

The global business environment is undergoing rapid transformation, marked by technological disruption, geopolitical tensions, and shifting market demands. In this context, breakthrough innovation has become a strategic priority for firms seeking to maintain competitiveness, particularly for Chinese...

This study examines how neuroaesthetic principles and cultural economic variables influence the effectiveness of Instagram advertising in the beauty and cosmetics sector in India and the Middle East. A mixed-methods design—drawing on literature and a survey of 208 participants—explores how visual aesthetics,...

In Southwest mountainous regions with complex terrain and frequent rainy climates, the casting beds of expressway precast beam yards are prone to functional failures due to foundation softening and settlement instability, leading to drastic efficiency reduction in beam production and severe delays in...

This article explores the cultivation strategies for medical and health management (MHM) talents in the context of the rapid development of artificial intelligence (AI) technology. It first provides an overview of the application of AI technology in the medical and health field and the opportunities...

In the era of the digital economy, the digital transformation of traditional enterprises has produced subversive changes in human capital structure and capabilities. Considering the dual role of organizational inertia in employee digital performance from the perspective of employees’ resources and cognition...