Formalizing knowledge representation in earthwork operations through development of domain ontology

التفاصيل البيبلوغرافية
العنوان: Formalizing knowledge representation in earthwork operations through development of domain ontology
المؤلفون: Amin Hammad, Faridaddin Vahdatikhaki, Alhusain Taher
المساهمون: Market Dynamics
المصدر: Engineering, Construction and Architectural Management, 29(6), 2382-2414. Emerald Group Publishing Ltd.
سنة النشر: 2022
مصطلحات موضوعية: Earthwork ontology, Information retrieval, Knowledge representation and reasoning, Computer science, 0211 other engineering and technologies, Earthwork operations, 02 engineering and technology, Building and Construction, Ontology (information science), General Business, Management and Accounting, Domain (software engineering), Development (topology), 021105 building & construction, Architecture, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, NLA, Civil and Structural Engineering, Taxonomies
الوصف: PurposeThis study proposes a framework for Earthwork Ontology (EW-Onto) to support and enhance data exchange in the project and the efficient decision-making in the planning and execution phases.Design/methodology/approachThe development of EW-Onto started from defining the concepts and building taxonomies for earthwork operations and equipment following the METHONTOLOGY approach. In addition, several rules have been extracted from safety codes and implemented as SWRL rules. The ontology has been implemented using Protégé. The consistency of EW-Onto has been checked and it has been evaluated using a survey.FindingsThe assessment of EW-Onto by experts indicates an adequate level of consensus with the framework, as an initial step for explicit knowledge exchanges within the earthwork domain.Practical implicationsThe use of an ontology within the earthwork domain can help: (1) link and identify the relationships between concepts, define earthwork semantics, and classify knowledge in a hierarchical way accepted by experts and end-users; (2) facilitate the management of earthwork operations and simplify information exchange and interoperability between currently fragmented systems; and (3) increase the stakeholders' knowledge of earthwork operations through the provision of the information, which is structured in the context of robust knowledge.Originality/valueThis paper proposes a framework for Earthwork Ontology (EW-Onto) to support and enhance data exchange in the project and the efficient decision-making in the planning and execution phases. EW-Onto represents the semantic values of the entities and the relationships, which are identified and formalized based on the basic definitions available in the literature and outlined by experts.
اللغة: English
تدمد: 0969-9988
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0a19320e9f1cc144ba702be1bc08058
http://www.scopus.com/inward/record.url?scp=85107798747&partnerID=8YFLogxK
Rights: CLOSED
رقم الانضمام: edsair.doi.dedup.....a0a19320e9f1cc144ba702be1bc08058
قاعدة البيانات: OpenAIRE