Big data analytics as a service for affective humanoid service robots

Jiang, Ming and Zhang, Li (2015) Big data analytics as a service for affective humanoid service robots. Procedia Computer Science, 53. pp. 141-148. ISSN 1877-0509

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Official URL: http://dx.doi.org/10.1016/j.procs.2015.07.288

Abstract

This paper identifies and analyses the advanced capability requirements for humanoid service robots to serve in highly complicated and intelligence demanding applications, such as children education and home care, in future smart home environments. In particular, a Distributed Collaboration and Continuous Learning (DCCL) mechanism is identified as the key capability of a humanoid service robot to succeed in these applications. Based on the latest Big Data Analytics tools with distributed machine learning technologies integrated as services, a novel DCCL middleware platform is developed to facilitate the realisation of the DCCL mechanism. A user preference based children toy recommendation application is introduced as a use case study of the DCCL mechanism and platform.

Item Type: Article
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Ay Okpokam
Date Deposited: 01 Sep 2015 13:36
Last Modified: 30 Jan 2016 11:00
URI: http://nrl.northumbria.ac.uk/id/eprint/23657

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