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| Author: | Langley, P. Simon, H. |
| Title: | Applications of machine learning and rule induction |
| Journal: | Communications of the ACM
1995 : NOV, VOL. 38:11, p. 54-64 |
| Index terms: | COMMUNICATIONS INDUSTRY LEARNING EDUCATION |
| Language: | eng |
| Abstract: | Machine learning is the study of computational methods for improving performance by mechanizing the acquisition of knowledge from experience. Expert performance requires much domain-specific knowledge, and knowledge engineering has produced hundreds of AI expert systems that are now used regularly in industry. Machine learning aims to provide increasing levels of automation in the knowledge engineering process, replacing much time-consuming human activity with automatic techniques that improve accuracy or efficiency. |
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