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The first International Workshop on Linked Data in Architecture and Construction is a two-day workshop that addresses the usage and role of linked data in the context of architecture, engineering and construction (AEC). This workshop... more
The first International Workshop on Linked Data in Architecture and Construction is a two-day workshop that addresses the usage and role of linked data in the context of architecture, engineering and construction (AEC). This workshop gathers researchers working on this specific topic, thereby aiming to bring together diverse ideas about ways in which linked data and semantic web technologies can enhance information exchange in the AEC domain. The first edition of this workshop was sponsored and hosted by the Interdisciplinary Institute for Broadband Technology (IBBT), and took place on 28 and 29 March 2012 in Ghent, Belgium. The workshop focused specifically on the issue of interoperability in the AEC domain, which is typically encountered when information from multiple domains is merged. The encountered issues are listed and discussed, and suggestions are made on how to address these issues using semantic web technologies
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Diverse approaches were presented during the workshop for addressing the interoperability challenge in the domain of architecture, engineering and construction (AEC). Additionally, multiple contexts were presented in which linked data and... more
Diverse approaches were presented during the workshop for addressing the interoperability challenge in the domain of architecture, engineering and construction (AEC). Additionally, multiple contexts were presented in which linked data and semantic web technologies could generate an important added value to experts in the AEC domain. However, also in these contexts, the eventually targeted functionality significantly relies on the extent to which the interoperability challenge is really addressed and information becomes shareable among information systems in the design and construction process. In this concluding article, we outline our conclusions regarding the extent to which semantic web technologies can address the interoperability challenge, and how information management in such a context might be realised in practice. Finally, we give an initial outline of some anticipated use cases in the building lifecycle in which the usage of semantic web technologies may generate considerable advantages over existing technologies and methods.
Research Interests:
Research Interests:
The architecture, engineering and construction (AEC) industry today relies on different information systems and computational tools built to support and assist in the building design and construction. However, these systems and tools... more
The architecture, engineering and construction (AEC) industry today relies on different information systems and computational tools built to support and assist in the building design and construction. However, these systems and tools typically provide this support in isolation from each other. A good combination of these systems and tools is beneficial for a better coordination and information management. Semantic web technologies and a Linked Data approach can be used to fulfil this aim. In this paper, we indicate how these technologies can be applied for one particular objective, namely to check a building information model (BIM) and make suggestions for that model regarding the building elements. These suggestions are based on information obtained from different data sources, including a BIM model, regulations and catalogues of locally available building components. In this paper, we briefly discuss the results obtained in the application of this approach in a case study based on structural safety requirements.
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ABSTRACT Design space exploration (Woodbury and Burrow, 2006) is the activity of discovering and evaluating design alternatives. While this is one of the long-standing motivating ideas underlying computer-aided design (CAD) research, it... more
ABSTRACT Design space exploration (Woodbury and Burrow, 2006) is the activity of discovering and evaluating design alternatives. While this is one of the long-standing motivating ideas underlying computer-aided design (CAD) research, it gains renewed interest in the current context of increased emphasis on building performance. In order to meet specific performance requirements, a designer has to create and evaluate possible design alternatives and their performance. Information systems that can support this task of generating design alternatives can be beneficial, because they allow the designer to quickly evaluate alternatives and freely proceed in an open-ended process of discovery.
ABSTRACT Many building energy performance Simulation (BEPS) tools use custom schema definitions as opposed to standardised schema definitions (defined in XSD, EXPRESS, and so forth). A Simulation Domain Model (SimModel) was therefore... more
ABSTRACT Many building energy performance Simulation (BEPS) tools use custom schema definitions as opposed to standardised schema definitions (defined in XSD, EXPRESS, and so forth). A Simulation Domain Model (SimModel) was therefore previously developed and is representative of a new interoperable XML-based data model for the building simulation domain. In this paper we document our ongoing efforts to make building simulation data more interoperable with other building data. In order to better integrate SimModel information with other building information, the authors propose to represent this information in the Resource Description Framework (RDF). A specialised conversion service parses the SimModel ontology, which is in the form of linked XSD schemata, and output a SimModel ontology in OWL. In this article, we further outline how the conversion service now also parses input SimModel XML files and outputs SimModel instances as RDF graphs. We briefly indicated how those SimModel RDF graphs can subsequently be used.
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ABSTRACT Many building energy performance (BEP) simulation tools, such as EnergyPlus and DOE-2, use custom schema definitions (IDD and BDL respectively) as opposed to standardised schema definitions (defined in XSD, EXPRESS, and so... more
ABSTRACT Many building energy performance (BEP) simulation tools, such as EnergyPlus and DOE-2, use custom schema definitions (IDD and BDL respectively) as opposed to standardised schema definitions (defined in XSD, EXPRESS, and so forth). A Simulation Domain Model (SimModel) was therefore proposed earlier, representative for a new interoperable XML-based data model for the building simulation domain. Its ontology aims at moving away from tool-specific, non-standard nomenclature by implementing an industry-validated terminology aligned with the Industry Foundation Classes (IFC). In this paper, we document our ongoing efforts to make building simulation data more interoperable with other building data. In order to be able to better integrate SimModel information with other building information, we have aimed at representing this information in the Resource Description Framework (RDF). A conversion service has been built that is able to parse the SimModel ontology in the form of XSD schemas and output a SimModel ontology in OWL. In this article, we document this effort and give an indication of what the resulting SimModel ontology in OWL can be used for.
ABSTRACT Information technology support is hard to find for the early design phases of the architectural design process. Many of the existing issues in such design decision support tools appear to be caused by a mismatch between the ways... more
ABSTRACT Information technology support is hard to find for the early design phases of the architectural design process. Many of the existing issues in such design decision support tools appear to be caused by a mismatch between the ways in which designers think and the ways in which information systems aim to give support. We therefore started an investigation of existing theories of design thinking, compared to the way in which design decision support systems provide information to the designer. We identify two main strategies towards information system support in the early design phase: (1) applications for making design try-outs, and (2) applications as autonomous reasoning agents. We outline preview implementations for both approaches and indicate to what extent these strategies can be used to improve information system support for the architectural designer.
Computer-aided design (CAD) has been extended in various ways during the last decades. This evolution resulted in worldwide adoption in the domain of architecture, engineering and construction (AEC), making CAD systems an essential tool... more
Computer-aided design (CAD) has been extended in various ways during the last decades. This evolution resulted in worldwide adoption in the domain of architecture, engineering and construction (AEC), making CAD systems an essential tool for AEC specialists. However, ...
ABSTRACT Three-dimensional (3-D) geometry can be described in many ways, with both a varying syntax and a varying semantics. As a result, several very diverse schemas and file formats can be deployed to describe geometry, depending on the... more
ABSTRACT Three-dimensional (3-D) geometry can be described in many ways, with both a varying syntax and a varying semantics. As a result, several very diverse schemas and file formats can be deployed to describe geometry, depending on the application domain in question. In a multidisciplinary domain such as the domain of architecture, engineering, and construction, this range of specialized schemas makes file format conversions inevitable. The approach adopted by current conversion tools, however, often results in a loss of information, most often due to a “mistranslation” between different syntaxes and/or semantics, leading to errors and limitations in the design conception stage and to inefficiency due to the required remodeling efforts. An approach based on semantic web technology may reduce the loss of information significantly, leading to an improved processing of 3-D information and hence to an improved design practice in the architecture, engineering, and construction domain. This paper documents our investigation of the nature of this 3-D information conversion problem and how it may be encompassed using semantic web technology. In an exploratory double test case, we show how the specific deployment of semantic rule languages and an appropriate inference engine are to be adopted to improve this 3-D information exchange. It shows how semantic web technology allows the coexistence of diverse descriptions of the same 3-D information, interlinked through explicit conversion rules. Although only a simple example is used to document the process, and a more in-depth investigation is needed, the initial results indicate the suggested approach to be a useful alternative approach to obtain an improved 3-D information exchange.
The ingredients for an effective automated audit of a building design include a BIM model containing the design information, an electronic regulatory knowledge model, and a practical method of processing these computerised... more
The ingredients for an effective automated audit of a building design include a BIM model containing
the design information, an electronic regulatory knowledge model, and a practical method of
processing these computerised representations. There have been numerous approaches to computeraided
compliance audit in the AEC/FM domain over the last four decades, but none has yet evolved
into a practical solution. One reason is that they have all been isolated attempts that lack any form of
standardisation. The current research project therefore focuses on using an open standard regulatory
knowledge and BIM representations in conjunction with open standard executable compliant design
workflows to automate the compliance audit process.
This paper provides an overview of different approaches to access information from a regulatory
model representation. The paper then describes the use of a purpose-built high-level domain specific
query language to extract regulatory information as part of the effort to automate manual design
procedures for compliance audit.
Research Interests:
ABSTRACT Automatic analysis of multimedia resources has become a necessity due to an ever increasing multimedia production. In this paper, we introduce a novel framework that integrates multiple web services in an... more
ABSTRACT Automatic analysis of multimedia resources has become a necessity due to an ever increasing multimedia production. In this paper, we introduce a novel framework that integrates multiple web services in an abduction-deduction-induction reasoning cycle. By intelligently combining multiple services, better analysis results are achieved than by using a single analysis service. The use of semantic service descriptions and semantic reasoning enables automatic service selection and repurposing of the different services. We evaluated the proposed framework for the use case of face detection, showing promising results.
Research Interests:
Research Interests:
Experimenting' and 'observing' are crucial actions in architectural design thinking. They rely heavily on the representation environment used (e.g. sketching, scale models, sketch tools, CAD tools, etc.) and the 'game rules' at play in... more
Experimenting' and 'observing' are crucial actions in architectural design thinking. They rely heavily on the representation environment used (e.g. sketching, scale models, sketch tools, CAD tools, etc.) and the 'game rules' at play in these environments. In this brief paper, we study the role of this representation environment in the overall architectural design thinking process. From this brief study, we indicate two design and implementation approaches to implement and design with such game rules in virtual design environments.
Figure 2. Left pane: Internal geometry for IfcSpaces, right pane: triangulation of curve set, addition of surface normal. All construction components, eg, walls, slabs, roofs, stairs, columns, Beams... are subtypes of the... more
Figure 2. Left pane: Internal geometry for IfcSpaces, right pane: triangulation of curve set, addition of surface normal. All construction components, eg, walls, slabs, roofs, stairs, columns, Beams... are subtypes of the IfcBuildingElemententity, whichprovidesthegeomet-rical ...

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Although many shape grammars and corresponding implementations have been proposed, shape grammars are not widely adopted by architectural designers. In this paper, we therefore look for the barriers of implementing and using shape... more
Although many shape grammars and corresponding implementations have been proposed, shape grammars are not widely adopted by architectural designers. In this paper, we therefore look for the barriers of implementing and using shape grammars for architectural design. We do this by outlining several implementation strategies of shape grammars, we briefly point to our own graph-based design grammar system, and we analyse the resulting overview using theories on how designers think and act upon incoming information. Based on this analysis, we develop and suggest how design grammars might best be implemented and used for architectural design relying on the information technologies available at this particular moment of time.
Call for Papers: Advances in Implemented Shape Grammars: Solutions and Applications

AIEDAM Special Issue, Fall 2017, Vol.31, No.4
Guest Editors: Sara Eloy, Pieter Pauwels and Athanassios Economou
Research Interests:
Research Interests:
Shape grammars are rule-based formalisms for the specification of shape languages. Most of the existing shape grammars are developed on paper and have not been implemented computationally thus far. Nevertheless, the computer... more
Shape grammars are rule-based formalisms for the specification of shape languages. Most of the existing shape grammars are developed on paper and have not been implemented computationally thus far. Nevertheless, the computer implementation of shape grammar is an important research question, not only to automate design analysis and generation, but also to extend the impact of shape grammars toward design practice and computer-aided design tools. In this paper, we investigate the implementation of shape grammars on a computer system, using a graph-theoretic representation. In particular, we describe and evaluate the implementation of the existing Rabo-de-Bacalhau transformation grammar. A practical step-by-step approach is presented, together with a discussion of important findings noticed during the implementation and evaluation. The proposed approach is shown to be both feasible and valuable in several aspects: we show how the attempt to implement a grammar on a
computer system leads to a deeper understanding of that grammar, and might result in the further development of the grammar; we show how the proposed approach is embedded within a commercial computer-aided design environment to make the shape grammar formalism more accessible to students and practitioners, thereby increasing the impact of grammars on design practice; and the proposed step-by-step implementation approach has shown to be feasible for the implementation of the Rabo-de-Bacalhau transformation grammar, but can also be generalized using different ontologies for the implementation.
Description of the Workshop "Advances in Shape Grammars: Implemented Shape Grammars" held in DCC 2016, software presentation and presented abstracts.
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