- 著者
- Rafael Batres Suriati Akmal
- 出版者
- 公益社団法人 化学工学会
- 雑誌
- JOURNAL OF CHEMICAL ENGINEERING OF JAPAN (ISSN:00219592)
- 巻号頁・発行日
- vol.46, no.6, pp.396-406, 2013-06-20 (Released:2013-06-20)
- 参考文献数
- 35
- 被引用文献数
- 1
This paper addresses ontologies of intentional and unintentional processes. Specifically, a methodology for developing processes ontologies is described. Typically, domain ontologies are developed in an ad-hoc fashion, without the reasons and justifications of the class structure. To resolve this issue, we propose a methodology based on Formal Concept Analysis (FCA) as a way to assist the development of a domain ontology. FCA is an analysis technique for knowledge processing based on applied lattice and order theory. The methodology is illustrated with the development of an explosion ontology.
- 著者
- Suriati AKMAL Rafael BATRES
- 出版者
- 公益社団法人 日本経営工学会
- 雑誌
- 日本経営工学会論文誌 (ISSN:13422618)
- 巻号頁・発行日
- vol.64, no.2E, pp.303-316, 2013 (Released:2013-11-22)
- 参考文献数
- 38
The representation of knowledge of manufacturing processes plays a key role in the reuse and sharing of knowledge in areas such as product design and process planning. One common approach for knowledge representation is ontologies. Ontologies are formal models that use mathematical logic to disambiguate and define classes of things. The reasons behind this are twofold. First, ontologies have the ability to be integrated with automated reasoning applications. Second, ontologies are also useful for enabling knowledge sharing between different knowledge-based applications. However, in the absence of systematic methods for their design, most ontologies are developed in an ad-hoc manner. This paper presents a methodology for developing manufacturing process ontologies, which combines formal concept analysis with a set of criteria for characterizing classes of processes. The application of the proposed methodology is illustrated with a case study on the development of an ontology for machining processes.