AIMC Topic: Commerce

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Human Resource Demand Prediction and Configuration Model Based on Grey Wolf Optimization and Recurrent Neural Network.

Computational intelligence and neuroscience Aug 27, 2022
Business development is dependent on a well-structured human resources (HR) system that maximizes the efficiency of an organization's human resources input and output. It is tough to provide adequate instructions for HR's unique task. In a time when ...
Humans Neural Networks, Computer Forecasting Workforce Commerce
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Lightweight Deep Learning Model for Marketing Strategy Optimization and Characteristic Analysis.

Computational intelligence and neuroscience Aug 23, 2022
The business model of traditional market is declining day by day, and people's consumption cognition has risen to a new level with the leap in science and technology. Enterprises need to adjust and optimize their marketing strategies in time accordin...
Humans Neural Networks, Computer Algorithms Deep Learning Commerce Marketing
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Neural Network Model of Dynamic Prediction of Cross-Border E-Commerce Sales for Virtual Community Knowledge Sharing.

Computational intelligence and neuroscience Aug 21, 2022
The current popular one with forecasting method simply studies for prediction, and insufficient consideration is given to the prediction of the evolution of product sales applied to Internet platforms. To improve the forecast effect and to realize th...
Neural Networks, Computer Algorithms Forecasting Commerce
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Human-Robot Collaboration in Industrial Automation: Sensors and Algorithms.

Sensors (Basel, Switzerland) Aug 5, 2022
Technology is changing the manufacturing world [...].
Humans Algorithms Robotics Automation Industry Commerce
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Assessing key factors for sporting industry sustainable development through multilayer artificial perceptron neural network approach.

Environmental science and pollution research international Aug 1, 2022
Sustainable development (SD) has recently emerged as a critical axis in industrial strategic management and debate. Apart from the scarcity of resources, the influence of economic difficulties on human life and society has increased the relevance of ...
Humans Neural Networks, Computer Software Sustainable Development Industry Commerce
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Optimization and Analysis of Intelligent Accounting Information System Based on Deep Learning Model.

Computational intelligence and neuroscience Jul 31, 2022
Accounting information often accounts for more than 70% of an enterprise's financial report information. Accounting information is an important reference for an enterprise to make major decisions, and it is also the fundamental guarantee for an enter...
Deep Learning Commerce Information Systems
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Performance Optimization of Industrial Supply Chain Using Artificial Intelligence.

Computational intelligence and neuroscience Jul 30, 2022
Nowadays, organized retailing has witnessed a newer trend in the upcoming generations. Globally, these changes are attributed to growing family income, increased female participation, the transformation from joint to nuclear family structure, and tec...
Humans Artificial Intelligence Female Industry Commerce
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Short-Term Demand Forecast of E-Commerce Platform Based on ConvLSTM Network.

Computational intelligence and neuroscience Jul 14, 2022
Based on real sales data, this article constructed LGBM and LSTM sales prediction models to compare and verify the performance of the proposed models. In this article, we forecast the product sales of stores in the future  + 3 days and use MAPE as th...
Neural Networks, Computer Forecasting Time Factors Commerce
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Recommendation of Business Models for Agriculture-Related Platforms Based on Deep Learning.

Computational intelligence and neuroscience Jul 11, 2022
Agriculture is a basic and pillar industry. With the integration and development of Internet+, platform economy, and various industries, the business model of agriculture-related platforms is also constantly innovating. In this context, it is necessa...
Neural Networks, Computer Algorithms Deep Learning Agriculture Commerce
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Innovation of Platform Economy Business Model Driven by BP Neural Network and Artificial Intelligence Technology.

Computational intelligence and neuroscience Jul 9, 2022
In order to enhance the competitiveness of enterprises, how to evaluate and enhance the competitiveness of B2B e-commerce enterprises and promote the orderly and healthy development of B2B e-commerce industry are discussed. This paper puts forward th...
Neural Networks, Computer Artificial Intelligence Technology Models, Economic Commerce
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