A Semantic Approach for Automated Rule Compliance Checking in Construction Industry

نویسندگان

چکیده

Automated Compliance Checking (ACC) of building/construction projects is one important applications in Architecture, Engineering and Construction (AEC) industry, because it provides the checking processes results whether a building design complies with relevant laws, policies regulations. Currently, still involves lots manual operations, massive time cost consumption. Additionally, some sub-tasks ACC have been researched, while few studies can automatically implement whole process. To solve related issues, we proposed semantic approach to process as possible, which Natural Language Processing (NLP) used extract rule terms logic relationships among these from text regulatory documents. Rule are mapped keywords (concepts or properties) BIM data through term matching similarity analysis. After that, according keywords, corresponding SPARQL query generated. The be non-compliance compliance rules based on generated requirements stakeholders. cases study proves provide flexible effective for data. In addition, approach, also further develop framework automated construction industry.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A rule-based semantic approach for automated regulatory compliance in the construction sector

A key concern for professionals in any industry is ensuring regulatory compliance. Regulations are often complex and require in depth technical knowledge of the domain in which they operate. The level of technical detail and complexity in regulations is a barrier to their automation due to extensive software development time and costs that are involved. In this paper we present a rulebased sema...

متن کامل

Information Transformation and Automated Reasoning for Automated Compliance Checking in Construction

This paper presents a new approach for automated compliance checking in the construction domain. The approach utilizes semantic modeling, semantic Natural Language Processing (NLP) techniques (including text classification and information extraction), and logic reasoning to facilitate automated textual regulatory document analysis and processing for extracting requirements from these documents ...

متن کامل

Automated Semantic Checking Using Stemming Approach

The importance of modeling is apparent with its use to predict cost and time requirement especially in completing a system. However, there is no equivalent standard for evaluating the quality of conceptual models. Consequently, students often have difficulty in designing UML class diagrams during the test. They tend to design UML class diagram regardless of the quality and accuracy of the model...

متن کامل

a frame semantic approach to the study of translating cultural scripts in salingers franny and zooey

the frame semantic theory is a nascent approach in the area of translation studies which goes beyond the linguistic barriers and helps us to incorporate cognitive and cultural factors to the study of translation. based on rojos analytical model (2002b), which centered in the frames or knowledge structures activated in the text, the present research explores the various translation problems that...

15 صفحه اول

Policy-Based Semantic Compliance Checking for Business Process Management

Compliance management, risk analysis, and auditing are disciplines that are critical for large scale distributed enterprise systems. The way these complex systems are developed and deployed makes the management and enforcement of enterprise goals or policies a hard task. This is also true for compliance management of business processes (BPs). Such an observation is emphasized if we give complia...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Access

سال: 2021

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2021.3108226