scholarly journals Context-aware support for assistive systems and services

2011 ◽  
Author(s):  
K.M. Lee ◽  
T.F. Lunney ◽  
K.J. Curran ◽  
J.A. Santos
Keyword(s):  
Context Aware ◽  
Assistive Systems

scholarly journals Perspectives on Assistive Systems for Manual Assembly Tasks in Industry

Technologies ◽  
2019 ◽  
Vol 7 (1) ◽  
pp. 12 ◽  
Author(s):  
Josef Wolfartsberger ◽  
Jean Haslwanter ◽  
René Lindorfer
Keyword(s):  
Current Status ◽  
Future Research ◽  
Practical Implementation ◽  
Context Aware ◽  
Manual Assembly ◽  
Modern Manufacturing ◽  
Lot Sizes ◽  
Assistive Systems ◽  
Assembly Tasks ◽  
Insight Into

Small lot sizes in modern manufacturing present new challenges for people doing manual assembly tasks. Assistive systems, including context-aware instruction systems and collaborative robots, can support people to manage the increased flexibility, while also reducing the number of errors. Although there has been much research in this area, these solutions are not yet widespread in companies. This paper aims to give a better understanding of the strengths and limitations of the different technologies with respect to their practical implementation in companies, both to give insight into which technologies can be used in practice and to suggest directions for future research. The paper gives an overview of the state of the art and then describes new technological solutions designed for companies to illustrate the current status and future needs. The information provided demonstrates that, although a lot of technologies are currently being investigated and discussed, many of them are not yet at a level that they can be implemented in practice.

scholarly journals An Empirical Evaluation of Prediction by Partial Matching in Assembly Assistance Systems

2021 ◽  
Vol 11 (7) ◽  
pp. 3278
Author(s):  
Arpad Gellert ◽  
Stefan-Alexandru Precup ◽  
Bogdan-Constantin Pirvu ◽  
Ugo Fiore ◽  
Constantin-Bala Zamfirescu ◽  
...  
Keyword(s):  
Empirical Evaluation ◽  
Assistance System ◽  
Context Aware ◽  
Factory Workers ◽  
Matching Algorithm ◽  
Partial Matching ◽  
Industrial Iot ◽  
Assistance Systems ◽  
Prediction By Partial Matching ◽  
Assistive Systems

Industrial assistive systems result from a multidisciplinary effort that integrates IoT (and Industrial IoT), Cognetics, and Artificial Intelligence. This paper evaluates the Prediction by Partial Matching algorithm as a component of an assembly assistance system that supports factory workers, by providing choices for the next manufacturing step. The evaluation of the proposed method was performed on datasets collected within an experiment involving trainees and experienced workers. The goal is to find out which method best suits the datasets in order to be integrated afterwards into our context-aware assistance system. The obtained results show that the Prediction by Partial Matching method presents a significant improvement with respect to the existing Markov predictors.

Algorithms for Rule Generation and Matchmaking in Context-Aware System

2009 ◽  
Vol 20 (10) ◽  
pp. 2655-2666 ◽  
Author(s):  
Dong LIU ◽  
Xiang-Wu MENG ◽  
Jun-Liang CHEN ◽  
Ya-Mei XIA
Keyword(s):  
Context Aware ◽  
Rule Generation ◽  
Context Aware System

Context-Aware Recommender Systems

2012 ◽  
Vol 23 (1) ◽  
pp. 1-20 ◽  
Author(s):  
Li-Cai WANG ◽  
Xiang-Wu MENG ◽  
Yu-Jie ZHANG
Keyword(s):  
Recommender Systems ◽  
Context Aware
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