Architecture and Design Patterns for Ambient Intelligence: an Industry Perspective

2008 ◽  
pp. 55-67
Author(s):  
Antonio Kung
Keyword(s):  
Design Patterns ◽  
Ambient Intelligence ◽  
Architecture And Design

scholarly journals Machine Learning Methods for Inferring Interaction Design Patterns from Textual Requirements

Proceedings ◽  
2019 ◽  
Vol 31 (1) ◽  
pp. 26
Author(s):  
Viridiana Silva-Rodríguez ◽  
Sandra Nava-Muñoz ◽  
Luis Castro ◽  
Francisco Martínez-Pérez ◽  
Héctor Pérez-González ◽  
...  
Keyword(s):  
Language Processing ◽  
Interaction Design ◽  
Design Patterns ◽  
Ambient Intelligence ◽  
Classification Performance ◽  
Embedded Computing ◽  
Support Design ◽  
Processing Application ◽  
Functional Correctness ◽  
Emergency Scenarios

Ambient intelligence is one of the most exciting fields of application for pervasive, wireless, and embedded computing. However, the design and implementation of real-world systems must be conducted utilizing software engineering approaches. Some types of environments (hospitals, older adults homes, emergency scenarios, etc.) are particularly critical, especially in terms of the issues concerning expressing requirements, verifying and validating them, or ensuring functional correctness. To provide adequate ambient intelligence solutions, it is necessary to place special emphasis on obtaining, specifying, and documenting software requirements. To address this issue, our paper presents a model that integrates both requirements and design patterns. This is done through a natural language processing application in conjunction with other artificial intelligence algorithms. This work aims to support designers when analyzing text requirements and support design decisions. Our results were evaluated according to the cross-validated accuracy of predicting design patterns. The results obtained indicate that this approach could lead to good recommendations of design patterns, as it demonstrated an acceptable classification performance over the balanced dataset of requirements instances.

An approach to automatically detect problems in restructured deployment models based on formalizing architecture and design patterns

2019 ◽  
Vol 34 (2-3) ◽  
pp. 85-97 ◽  
Author(s):  
Karoline Saatkamp ◽  
Uwe Breitenbücher ◽  
Oliver Kopp ◽  
Frank Leymann
Keyword(s):  
Design Patterns ◽  
Architecture And Design

scholarly journals Landscape of Architecture and Design Patterns for IoT Systems

2020 ◽  
Vol 7 (10) ◽  
pp. 10091-10101 ◽  
Author(s):  
Hironori Washizaki ◽  
Shinpei Ogata ◽  
Atsuo Hazeyama ◽  
Takao Okubo ◽  
Eduardo B. Fernandez ◽  
...  
Keyword(s):  
Design Patterns ◽  
Architecture And Design

Predicting interaction design patterns for designing explicit interactions in ambient intelligence systems: a case study

2021 ◽  
Author(s):  
Viridiana Silva-Rodríguez ◽  
Sandra E. Nava-Muñoz ◽  
Luis A. Castro ◽  
Francisco E. Martínez-Pérez ◽  
Héctor G. Pérez-González ◽  
...  
Keyword(s):  
Interaction Design ◽  
Design Patterns ◽  
Ambient Intelligence
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