Artificial intelligence and machine learning
نویسندگان
چکیده
Abstract Within the last decade, application of “artificial intelligence” and “machine learning” has become popular across multiple disciplines, especially in information systems. The two terms are still used inconsistently academia industry—sometimes as synonyms, sometimes with different meanings. With this work, we try to clarify relationship between these concepts. We review relevant literature develop a conceptual framework specify role machine learning building (artificial) intelligent agents. Additionally, propose consistent typology for AI-based contribute deeper understanding nature both concepts more terminological clarity guidance—as starting point interdisciplinary discussions future research.
منابع مشابه
Machine learning - an artificial intelligence approach
Imagine that you get such certain awesome experience and knowledge by only reading a book. How can? It seems to be greater when a book can be the best thing to discover. Books now will appear in printed and soft file collection. One of them is this book machine learning an artificial intelligence approach. It is so usual with the printed books. However, many people sometimes have no space to br...
متن کاملMachine Lifelong Learning: Challenges and Benefits for Artificial General Intelligence
We propose that it is appropriate to more seriously consider the nature of systems that are capable of learning over a lifetime. There are three reasons for taking this position. First, there exists a body of related work for this research under names such as constructive induction, continual learning, sequential task learning and most recently learning with deep architectures. Second, the comp...
متن کاملAdvances in artificial neural networks, machine learning and computational intelligence
This special issue of Neurocomputing presents N original articles, which are extended versions of selected papers from the 21 European Symposium on Artificial Neural Networks (ESANN). ESANN is a single-track conference held annually in Bruges, Belgium, one of the most beautiful medieval towns in Europe, whose atmosphere favours efficient work as well as enjoyable cultural activities (Bruges is ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Electronic Markets
سال: 2022
ISSN: ['1019-6781', '1422-8890']
DOI: https://doi.org/10.1007/s12525-022-00598-0