Using semantic web technologies to access soft AEC data

被引:23
作者
Corry, Edward [1 ]
O'Donnell, James [2 ,3 ,4 ]
Curry, Edward [5 ]
Coakley, Daniel [1 ]
Pauwels, Pieter [6 ]
Keane, Marcus [1 ]
机构
[1] Natl Univ Ireland Galway, Informat Res Unit Sustainable Engn, Galway, Ireland
[2] Natl Univ Ireland Univ Coll Dublin, Sch Mech & Mat Engn, Elect Res Ctr, Dublin 4, Ireland
[3] Natl Univ Ireland Univ Coll Dublin, Sch Mech & Mat Engn, UCD Energy Inst, Dublin 4, Ireland
[4] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Bldg Technol & Urban Syst Dept, Berkeley, CA 94720 USA
[5] Natl Univ Ireland Galway, Digital Enterprise Res Inst, Galway, Ireland
[6] Univ Ghent, Dept Architecture & Urban Planning, B-9000 Ghent, Belgium
基金
爱尔兰科学基金会;
关键词
Social media; Twitter; Linked data; Performance metrics; Building performance; RDF; BUILDING PERFORMANCE ASSESSMENT; OCCUPANCY; SYSTEM; ROLES;
D O I
10.1016/j.aei.2014.05.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Building related data tends to be generated, used and retained in a domain-specific manner. The lack of interoperability between data domains in the architecture, engineering and construction (AEC) industry inhibits the cross-domain use of data at an enterprise level. Semantic web technologies provide a possible solution to some of the noted interoperability issues. Traditional methods of information capture fail to take into account the wealth of soft information available throughout a building. Several sources of information are not included in performance assessment frameworks, including social media, occupant communication, mobile communication devices, occupancy patterns, human resource allocations and financial information. The paper suggests that improved data interoperability can aid the integration of untapped silos of information into existing structured performance measurement frameworks, leading to greater awareness of stakeholder concerns and building performance. An initial study of how building-related data can be published following semantic web principles and integrated with other 'soft-data' sources in a cross-domain manner is presented. The paper goes on to illustrate how data sources from outside the building operation domain can be used to supplement existing sources. Future work will include the creation of a semantic web based performance framework platform for building performance optimisation. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:370 / 380
页数:11
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