Semantics and knowledge engineering for requirements and synthesis in conceptual design: Towards the automation of requirements clarification and the synthesis of conceptual design solutions
Research output: Book/Report › Doctoral thesis › Collection of Articles
|Number of pages||205|
|Publication status||Published - 17 Sep 2012|
|Publication type||G5 Doctoral dissertation (article)|
|Name||Aalto University publication series DOCTORAL DISSERTATIONS|
In Requirements Engineering, the definition of requirements consists in identifying the needs of various stakeholders and formalizing it into design specifications. During this task, designers face the problem of having to deal with individuals from different expertise, expressing their needs with different levels of clarity. This research tackles this issue with requirements expressed in natural language (in this case in English). The analysis of needs is realised from different linguistic levels: lexical, syntactic and semantic. The lexical level deals with the meaning of words of a language. Syntactic analysis provides the construction of the sentence in language, i.e. the grammar of a language. The semantic level aims at finding about the specific meaning of words in the context of a sentence. This research makes extensive use of a semantic atlas based on the concept of clique from graph theory. Such concept enables the computation of distances between a word and its synonyms. Additionally, a methodology and a metric of similarity was defined for clarifying requirements at syntactic, lexical and semantic levels. This methodology integrates tools from research collaborators.
In the synthesis process, a Knowledge Representation of the necessary concepts for enabling computers to create concepts of solution was developed. Such, concepts are: function, input/output flow, generic organs, behaviour, components. The semantic atlas is also used at that stage to enable a mapping between functions and their solutions. It works as the interface between the concepts of this Knowledge Representation.