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Artificial intelligence (AI) applications for marketing: A literature-based study

计算机科学 主题(计算) 光学(聚焦) 人工智能 市场调研 软件 商业智能 市场营销与人工智能 数据库营销 市场情报 数据科学 机器学习 市场营销管理 万维网 营销 数据挖掘 关系营销 智能决策支持系统 物理 光学 业务 程序设计语言
作者
Abid Haleem,Mohd Javaid,Mohammad Asim Qadri,Ravi Pratap Singh,Rajiv Suman
出处
期刊:International journal of intelligent networks [Elsevier]
卷期号:3: 119-132 被引量:340
标识
DOI:10.1016/j.ijin.2022.08.005
摘要

Artificial Intelligence (AI) has vast potential in marketing. It aids in proliferating information and data sources, improving software's data management capabilities, and designing intricate and advanced algorithms. AI is changing the way brands and users interact with one another. The application of this technology is highly dependent on the nature of the website and the type of business. Marketers can now focus more on the customer and meet their needs in real time. By using AI, they can quickly determine what content to target customers and which channel to employ at what moment, thanks to the data collected and generated by its algorithms. Users feel at ease and are more inclined to buy what is offered when AI is used to personalise their experiences. AI tools can also be used to analyse the performance of a competitor's campaigns and reveal their customers' expectations. Machine Learning (ML) is a subset of AI that allows computers to analyse and interpret data without being explicitly programmed. Furthermore, ML assists humans in solving problems efficiently. The algorithm learns and improves performance and accuracy as more data is fed into the algorithm. For this research, relevant articles on AI in marketing are identified from Scopus, Google scholar, researchGate and other platforms. Then these articles were read, and the theme of the paper was developed. This paper attempts to review the role of AI in marketing. The specific applications of AI in various marketing segments and their transformations for marketing sectors are examined. Finally, critical applications of AI for marketing are recognised and analysed.
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