A Natural Language Interface for Cyber-Physical Systems - Diedrich, Alexander
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In this book the implementation of a natural language processing tool using the Stanford CoreNLP framework is described. With today's rising demand for natural language processing capability in consumer electronics, this book shows how industrial diagnosis applications can also benefit from language processing. Based on a cognitive architecture for cyber-physical systems, three main points are shown. Firstly, how language in the industrial context is parsed using techniques such as part-of-speech tagging, regular expressions, and classification. Secondly, how the information contained in a…mehr

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Produktbeschreibung
In this book the implementation of a natural language processing tool using the Stanford CoreNLP framework is described. With today's rising demand for natural language processing capability in consumer electronics, this book shows how industrial diagnosis applications can also benefit from language processing. Based on a cognitive architecture for cyber-physical systems, three main points are shown. Firstly, how language in the industrial context is parsed using techniques such as part-of-speech tagging, regular expressions, and classification. Secondly, how the information contained in a natural language text can be represented in semantic frames by using slots in order to formalise it. Thirdly, the design of the user interface and its use on a demonstration platform to present and validate results.
Autorenporträt
After his apprenticeship as system informatics technician, the authorworked in software quality insurance. Afterwards he studied computerengineering in cooperation with the Fraunhofer Application CenterIOSB-INA. Upon completion of the program he began working in AIresearch. His main interests are machine learning, optimization, anddiagnosis.