DocumentCode
167933
Title
An Ontology Based Recommendation Mechanism for Lighting System Design
Author
Chih-Jian Hu ; Chung-Chih Cheng ; Hsiao-Yuan Wu ; Nien-Tzu Chao
Author_Institution
Green Energy & Environ. Res. Labs., ITRI, Hsinchu, Taiwan
fYear
2014
fDate
10-12 June 2014
Firstpage
239
Lastpage
243
Abstract
Lighting system designers increasingly rely on information from building environment and lighting elements, such as the requirements from occupants or documents on lighting elements, to facilitate their development processes. However, most of current systems are unable to assist designer to integrate components into a schematic design for deploying a suitable light system for particular building environment. To address this problem, an ontology based recommendation mechanism is developed for designing lighting system projects. The proposed method was constructed with reusable project analysis and term-based ontology analysis. By examining an ontology-based design for lighting control system, designer can observe ranks of and similarities among alternatives by system requirements or system schemas, iteratively select historical project, and adjust system schemas for developing new projects.
Keywords
building management systems; electrical engineering computing; lighting control; ontologies (artificial intelligence); recommender systems; building environment; lighting control system; lighting elements; lighting system project design; ontology based recommendation mechanism; reusable project analysis; schematic design; system schemas; term-based ontology analysis; Algorithm design and analysis; Buildings; Feature extraction; Formal concept analysis; Information retrieval; Lighting; Ontologies; Context Reasoning; Daylight; Inverse Document Frequency (IDF); Knowledge Sharing; Lighting System; Ontology; Recommendation; Smart; Term Frequency (TF);
fLanguage
English
Publisher
ieee
Conference_Titel
Computer, Consumer and Control (IS3C), 2014 International Symposium on
Conference_Location
Taichung
Type
conf
DOI
10.1109/IS3C.2014.71
Filename
6845863
Link To Document