AIMC Topic: 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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Visual and buying sequence features-based product image recommendation using optimization based deep residual network.

Gene expression patterns : GEP Jul 8, 2022
A recommendation system is an imaginative resolution for managing the restrictions in e-commerce services with item details and user details. Also, it is used to determine the user preferences to recommend the items they expected to buy. Several conv...
Computer Simulation Deep Learning Models, Economic Commerce
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Research on E-Commerce Database Marketing Based on Machine Learning Algorithm.

Computational intelligence and neuroscience Jun 29, 2022
From simple commercial relations to complex online transactions at this stage, it not only highlights the progress of science and technology, but also indirectly explains the diversified evolution of marketing methods and means. In marketing, databas...
Machine Learning Algorithms Support Vector Machine Commerce Marketing
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Sales Forecast of Marketing Brand Based on BP Neural Network Model.

Computational intelligence and neuroscience Jun 28, 2022
With the advancement of globalization, the market competition among enterprises has become increasingly intense. To win a good market, an enterprise must understand and grasp the laws of the market economy and accordingly predict the future of the ma...
Humans Neural Networks, Computer Forecasting Commerce Marketing
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Analysis and Prediction of Corporate Finance and Exchange Rate Correlation Based on Machine Learning Algorithms.

Computational intelligence and neuroscience Jun 24, 2022
Based on the risk management of exposure to foreign exchange assets and liabilities and the application of financial derivatives, this paper provides an in-depth analysis of the financial and exchange rate risks of foreign-funded enterprises. Therefo...
Neural Networks, Computer Machine Learning Principal Component Analysis Financial Management Commerce
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Measuring ethical behavior with AI and natural language processing to assess business success.

Scientific reports Jun 17, 2022
Everybody claims to be ethical. However, there is a huge difference between declaring ethical behavior and living up to high ethical standards. In this paper, we demonstrate that "hidden honest signals" in the language and the use of "small words" ca...
Humans Animals Natural Language Processing Morals Commerce
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Efficient Long Short-Term Memory-Based Sentiment Analysis of E-Commerce Reviews.

Computational intelligence and neuroscience Jun 17, 2022
In today's modern era, e-commerce is making headway through the process of bringing goods within everyone's grasp. Consumers are not even required to step out of the comfort of their homes for buying things, which makes it very convenient for them. M...
Humans Neural Networks, Computer Publications Consumer Behavior Commerce Sentiment Analysis
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Deep Neural Networks Applied to Stock Market Sentiment Analysis.

Sensors (Basel, Switzerland) Jun 10, 2022
The volume of data is growing exponentially and becoming more valuable to organizations that collect it, from e-commerce data, shipping, audio and video logs, text messages, internet search queries, stock market activity, financial transactions, the ...
Neural Networks, Computer Computer Simulation Commerce Investments Sentiment Analysis
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