AIMC Topic: Marketing

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Multi-perspective neural architecture for recommendation system.

Neural networks : the official journal of the International Neural Network Society Jun 27, 2019
Currently, there starts a research trend to leverage neural architecture for recommendation systems. Though several deep recommender models are proposed, most methods are too simple to characterize users' complex preference. In this paper, for a fine...
Machine Learning Marketing
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Stock Market Forecasting Using Restricted Gene Expression Programming.

Computational intelligence and neuroscience Feb 5, 2019
Stock index prediction is considered as a difficult task in the past decade. In order to predict stock index accurately, this paper proposes a novel prediction method based on S-system model. Restricted gene expression programming (RGEP) is proposed ...
Models, Economic Commerce Marketing Forecasting Models, Genetic Humans Neural Networks, Computer Algorithms
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Solution to Detect, Classify, and Report Illicit Online Marketing and Sales of Controlled Substances via Twitter: Using Machine Learning and Web Forensics to Combat Digital Opioid Access.

Journal of medical Internet research Apr 27, 2018
BACKGROUND: On December 6 and 7, 2017, the US Department of Health and Human Services (HHS) hosted its first Code-a-Thon event aimed at leveraging technology and data-driven solutions to help combat the opioid epidemic. The authors—an interdisciplina...
Marketing Prescription Drug Misuse Controlled Substances Internet Humans Analgesics, Opioid Machine Learning Pharmaceutical Services, Online Social Media
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Assessing Electronic Cigarette-Related Tweets for Sentiment and Content Using Supervised Machine Learning.

Journal of medical Internet research Aug 25, 2015
BACKGROUND: Electronic cigarettes (e-cigarettes) continue to be a growing topic among social media users, especially on Twitter. The ability to analyze conversations about e-cigarettes in real-time can provide important insight into trends in the pub...
Electronic Nicotine Delivery Systems Marketing Attitude to Health Humans Machine Learning Algorithms Public Health Social Media
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Using support vector machine ensembles for target audience classification on Twitter.

PloS one Apr 13, 2015
The vast amount and diversity of the content shared on social media can pose a challenge for any business wanting to use it to identify potential customers. In this paper, our aim is to investigate the use of both unsupervised and supervised learning...
Marketing Humans Social Media Support Vector Machine Data Mining Blogging
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Domesticating the Drone: The Demilitarisation of Unmanned Aircraft for Civil Markets.

Science and engineering ethics Nov 5, 2014
Remotely piloted aviation systems (RPAS) or 'drones' are well known for their military applications, but could also be used for a range of non-military applications for state, industrial, commercial and recreational purposes. The technology is advanc...
Civil Rights Dual Use Research Law Enforcement Machiavellianism Military Science Humans Social Control, Formal Technology Rescue Work Pilots Europe Marketing Dissent and Disputes Military Personnel Weapons Robotics Attitude Social Responsibility Public Opinion Aircraft
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Beyond purchase patterns: harnessing predictive analytics to anticipate unarticulated consumer needs.

Acta psychologica Jul 1, 2025
As organizations transition toward data-driven strategies, the ability to anticipate unarticulated consumer needs has emerged as a critical frontier in strategic marketing. This study investigates how predictive analytics, when integrated with artifi...
Young Adult Adult Male Humans Artificial Intelligence Female Commerce Middle Aged Marketing Saudi Arabia Jordan Consumer Behavior
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The competition between human and AI streamers: live streaming strategies in a duopoly market considering consumer heterogeneity.

Acta psychologica Jun 1, 2025
AI streamers are increasingly prevalent in e-commerce live streaming, yet their competitive impacts and the factors driving enterprise psychological decisions remain underexplored. This paper explores the decision-making process of e-commerce enterpr...
Adult Humans Male Decision Making Artificial Intelligence Consumer Behavior Female Commerce Marketing
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AI for Tobacco Control: Identifying Tobacco-Promoting Social Media Content Using Large Language Models.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco May 22, 2025
INTRODUCTION: Tobacco companies use social media to bypass marketing restrictions. Studies show that exposure to tobacco promotion on social media influences subsequent smoking behavior, yet it is challenging to monitor such content. We developed an ...
Humans Turkey Large Language Models Marketing Artificial Intelligence Social Media Tobacco Products Smoking Prevention Tobacco Industry Tobacco Control
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Identification and Characterization of Synthetic Nicotine Product Promotion and Sales on Instagram Using Natural Language Processing.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco Apr 22, 2024
INTRODUCTION: There has been a rapid proliferation of synthetic nicotine products in recent years, despite newly established regulatory authority and limited research into its health risks. Previous research has implicated social media platforms as a...
Electronic Nicotine Delivery Systems Marketing Natural Language Processing Tobacco Products Commerce Humans United States Nicotine Social Media
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