• 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