Low-Cost Implementation of a Named Entity Recognition System for Voice-Activated Human-Appliance Interfaces in a Smart Home

Low-Cost Implementation of a Named Entity Recognition System for Voice-Activated Human-Appliance Interfaces in a Smart Home

When we develop voice-activated human-appliance interface systems in smart homes, named entity recognition (NER) is an essential tool for extracting execution targets from natural language commands. Previous studies on NER systems generally include supervised machine-learning methods that require a...

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Bibliographic Details
Main Authors: Geonwoo Park, Harksoo Kim
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Sustainability
Subjects:
human-appliance interface system
named entity recognition
bagging-based active learning
distant supervision
low-cost implementation
Online Access:http://www.mdpi.com/2071-1050/10/2/488

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