AIMC Topic: Commerce

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Audit lead selection and yield prediction from historical tax data using artificial neural networks.

PloS one Nov 30, 2022
Tax audits are a crucial process adopted in all tax departments to ensure tax compliance and fairness. Traditionally, tax audit leads have been selected based on empirical rules and randomization methods, which are not adaptive, may miss major cases ...
Restaurants Mental Recall Neural Networks, Computer Commerce
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Intelligent Manufacturing and Carbon Emissions Reduction: Evidence from the Use of Industrial Robots in China.

International journal of environmental research and public health Nov 23, 2022
Driven by the information technology revolution, using artificial intelligence to promote intelligent manufacturing while achieving carbon emissions reduction is increasingly the focus of international attention. Given this, based on the fact that Ch...
Artificial Intelligence Industry Economic Development Commerce Carbon Dioxide Climate Change China
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Computational Intelligence Based Recurrent Neural Network for Identification Deceptive Review in the E-Commerce Domain.

Computational intelligence and neuroscience Nov 18, 2022
Most consumers depend on online reviews posted on e-commerce websites when determining whether or not to buy a service or a product. Moreover, due to the presence of fraudulent (deceptive) reviews, the fundamental problem in such reviews is not fully...
Commerce Linguistics Artificial Intelligence Neural Networks, Computer Humans
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Unleashing the mechanism among environmental regulation, artificial intelligence, and global value chain leaps: a roadmap toward digital revolution and environmental sustainability.

Environmental science and pollution research international Nov 17, 2022
Strengthening environmental regulation and adhering to the green as well as sustainable development of China's manufacturing industry has become an inevitable trend. Technological innovation leads to industrial transformation, and artificial intellig...
China Sustainable Development Artificial Intelligence Commerce Economic Development Industry Inventions
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Fast Explainable Recommendation Model by Combining Fine-Grained Sentiment in Review Data.

Computational intelligence and neuroscience Oct 18, 2022
With the rapid development of e-commerce, recommendation system has become one of the main tools that assists users in decision-making, enhances user's experience, and creates economic value. Since it is difficult to explain the implicit features gen...
Attitude Commerce Neural Networks, Computer
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A Dynamic Prediction Neural Network Model of Cross-Border e-Commerce Sales for Virtual Community Knowledge Sharing.

Computational intelligence and neuroscience Oct 10, 2022
In this paper, a neural network algorithm is used to conduct in-depth research and analysis on the sales dynamics prediction of virtual community knowledge sharing in cross-border e-commerce. Both the expected returns and the social network structure...
Factor Analysis, Statistical Humans Commerce Algorithms Neural Networks, Computer Forecasting
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A Deep Ranking Weighted Multihashing Recommender System for Item Recommendation.

Computational intelligence and neuroscience Oct 10, 2022
Collaborative filtering (CF) techniques are used in recommender systems to provide users with specialised recommendations on social websites and in e-commerce. But they suffer from sparsity and cold start problems (CSP) and fail to interpret why they...
Neural Networks, Computer Commerce Algorithms
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Artificial Intelligence Based Customer Churn Prediction Model for Business Markets.

Computational intelligence and neuroscience Sep 29, 2022
The introduction of artificial intelligence (AI) and machine learning (ML) technologies in recent years has resulted in improved company performance. Customer churn forecast is a difficult problem in many corporate sectors, particularly the telecommu...
Commerce Machine Learning Artificial Intelligence Computer Simulation Algorithms Humans
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Application of Price Competition Model Based on Computational Neural Network in Risk Prediction of Transnational Investment.

Computational intelligence and neuroscience Sep 29, 2022
Aiming at the scenario where edge devices rely on cloud servers for collaborative computing, this paper proposes an efficient edge-cloud collaborative reasoning method. In order to meet the application's specific requirements for delay or accuracy, a...
Industry Investments Commerce Neural Networks, Computer Algorithms
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A Deep Spiking Neural Network Anomaly Detection Method.

Computational intelligence and neuroscience Sep 21, 2022
Cyber-attacks on specialized industrial control systems are increasing in frequency and sophistication, which means stronger countermeasures need to be implemented, requiring the designers of the equipment in question to re-evaluate and redefine thei...
Neural Networks, Computer Computers Humans Petroleum Commerce Brain
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