AIMC Topic: Commerce

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AI-imputed and crowdsourced price data show strong agreement with traditional price surveys in data-scarce environments.

PloS one Apr 8, 2025
Continuous access to up-to-date food price data is crucial for monitoring food security and responding swiftly to emerging risks. However, in many food-insecure countries, price data is often delayed, lacks spatial detail, or is unavailable during cr...
Crowdsourcing Food Security Food Supply Commerce Zea mays Oryza COVID-19 Surveys and Questionnaires Nigeria Humans Artificial Intelligence
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Comparing automated valuation models for real estate assessment in the Santiago Metropolitan Region: A study on machine learning algorithms and hedonic pricing with spatial adjustments.

PloS one Mar 25, 2025
This study compares the precision and interpretability of two automated valuation models for evaluating the real estate market in the Santiago Metropolitan Region of Chile: machine learning algorithms, specifically LightGBM, and hedonic prices with s...
Neural Networks, Computer Machine Learning Humans Chile Algorithms Costs and Cost Analysis Cities Commerce
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Forecasting stock prices using long short-term memory involving attention approach: An application of stock exchange industry.

PloS one Mar 18, 2025
The Stability of the economy is always a great challenge across the world, especially in under developed countries. Many researchers have contributed to forecasting the Stock Market and controlling the situation to ensure economic stability over the ...
Investments Models, Economic Commerce Deep Learning Forecasting Memory, Short-Term Humans Neural Networks, Computer
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High performance fake review detection using pretrained DeBERTa optimized with Monarch Butterfly paradigm.

Scientific reports Mar 3, 2025
In this era of internet, e-commerce has grown tremendously and the customers are increasingly relying on reviews for product information. As these reviews influence the purchasing ability of the future customer, it can give a positive or negative imp...
Humans Neural Networks, Computer Deception Internet Commerce Machine Learning Algorithms
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Enhancing E-commerce recommendations with sentiment analysis using MLA-EDTCNet and collaborative filtering.

Scientific reports Feb 25, 2025
The rapid growth of e-commerce has made product recommendation systems essential for enhancing customer experience and driving business success. This research proposes an advanced recommendation framework that integrates sentiment analysis (SA) and c...
Commerce Neural Networks, Computer Algorithms Humans
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Interval price prediction of livestock product based on fuzzy mathematics and improved LSTM.

PloS one Feb 14, 2025
Livestock product prices serve as a barometer and bellwether for the agricultural market. However, traditional point prediction techniques focus mainly on tracking or fitting, resulting in limited information and challenges in evaluating the uncertai...
Commerce Fuzzy Logic Models, Economic Animals Swine China Cattle Livestock Algorithms
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Combating trade in illegal wood and forest products with machine learning.

PloS one Jan 24, 2025
Trade in wood and forest products spans the global supply chain. Illegal logging and associated trade in forest products present a persistent threat to vulnerable ecosystems and communities. Illegal timber trade has been linked to violations of tax a...
Humans Machine Learning Conservation of Natural Resources Commerce Crime United States Forests Forestry Wood
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Guidance on selecting and evaluating AI auto-segmentation systems in clinical radiotherapy: insights from a six-vendor analysis.

Physical and engineering sciences in medicine Jan 13, 2025
Artificial Intelligence (AI) based auto-segmentation has demonstrated numerous benefits to clinical radiotherapy workflows. However, the rapidly changing regulatory, research, and market environment presents challenges around selecting and evaluating...
Retrospective Studies Automation Commerce Radiotherapy Humans Artificial Intelligence
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Revolutionizing cross-border e-commerce: A deep dive into AI and big data-driven innovations for the straw hat industry.

PloS one Dec 20, 2024
This paper investigates the impact of artificial intelligence (AI) and big data analytics on optimizing cross-border e-commerce efficiency for straw hat manufacturers in Zhejiang Province, China. It identifies market and consumer demand trends throug...
Big Data Industry Machine Learning China Marketing Humans Commerce Artificial Intelligence
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Technological innovations fuel carbon prices and transform environmental management across Europe.

Journal of environmental management Dec 17, 2024
This study investigates the impact of recent Artificial Intelligence (AI)-driven technological innovations on carbon prices across different quantiles, assessing the influence of AI stock prices on energy prices based on European carbon allowances wh...
Europe Commerce Technology Carbon Artificial Intelligence
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