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Artificial intelligence and machine learning
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AI
DOI：10.1007/s12525-022-00598-0.png)
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Abstract
En 中文
Within the last decade, the application of artificial intelligence and machine learning has become popular across multiple disciplines, especially in information systems. The two terms are still used inconsistently in academia and industry-sometimes as synonyms, sometimes with different meanings. With this work, we try to clarify the relationship between these concepts. We review the relevant literature and develop a conceptual framework to specify the role of machine learning in building (artificial) intelligent agents. Additionally, we propose a consistent typology for AI-based information systems. We contribute to a deeper understanding of the nature of both concepts and to more terminological clarity and guidance-as a starting point for interdisciplinary discussions and future research.
Keywords:
Machine learning
Artificial intelligence
Terminology
Framework
Journal
IF:
6.8
Papers:
911
Citations:
4.3K