Das SOPHIST-<i>RE</i>gelwerk – Psychotherapie für Anforderungen

Rupp, Christine; Günther, Andreas

doi:10.3139/9783446443136.007

Cited by 5 publications

(4 citation statements)

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“…Our focus in the requirements engineering domain is on the possible shortcomings of faulty requirements and their effect on the actual implementation. How to discover those flaws (manually) has been discussed and examined in the last decades [16]- [24]. Our approach focuses on the tool support of this part of the RE process.…”

Section: Related Workmentioning

confidence: 99%

Transferring research into the real world: How to improve RE with AI in the automotive industry

Körner

Landhäußer

Tichy

2014

2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering (AIRE)

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For specifications, people use natural language. We show that processing natural language and combining this with intelligent deduction and reasoning with ontologies can possibly replace some manual processes associated with requirements engineering (RE). Our prior research shows that the software tools we developed can indeed solve problems in the RE process. This paper shows this does not only work in the software engineering domain, but also for embedded software in the automotive industry.We use artificial intelligence in the sense of combining semantic knowledge from ontologies and natural language processing. This enables computer systems to "understand" requirement texts and process these with "common sense". Our specification improver RESI detects flaws in texts such as ambiguous words, incomplete process words, and erroneous quantifiers and determiners.

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Section: Related Workmentioning

confidence: 99%

Transferring research into the real world: How to improve RE with AI in the automotive industry

Körner

Landhäußer

Tichy

2014

2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering (AIRE)

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“…More general nouns usually suffer from the lack of a referential index and should therefore not be used in requirements statements, cf. "generalization" in [16]. Hence, a general thesaurus delivers hypernyms that can summarize domain-specific nouns.…”

Section: Clustering Algorithmsmentioning

confidence: 99%

Taxonomy Extraction from Automotive Natural Language Requirements Using Unsupervised Learning

Ringsquandl¹,

Schraps²

2014

IJNLC

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In this paper we present a novel approach to semi-automatically learn concept hierarchies from natural language requirements of the automotive industry. The approach is based on the distributional hypothesis and the special characteristics of domain-specific German compounds. We extract taxonomies by using clustering techniques in combination with general thesauri. Such a taxonomy can be used to support requirements engineering in early stages by providing a common system understanding and an agreedupon terminology. This work is part of an ontology-driven requirements engineering process, which builds on top of the taxonomy. Evaluation shows that this taxonomy extraction approach outperforms common hierarchical clustering techniques.

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“…See [7], [8] and [1] for a much more comprehensive description. As mentioned above many simplifications can be found in a systematic way.…”

Section: Resultsmentioning

confidence: 99%

“…Each rule is supplied with a short explanation and an example. See [3] and [7] for much more details.…”

Section: Appendixmentioning

confidence: 99%

Psychotherapy for system requirements

Goetz¹,

Rupp²

The Second IEEE International Conference on Cognitive Informatics, 2003. Proceedings.

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System manufacturers which fulfill their customer's real requirements are said to be successful. But how can these real requirements be obtained efficiently? For some decades now, the science of informatics, namely the software engineering branch, produces numerous answers to that question. For reasons beyond the scope of this paper they seldom hit the heart of the matter. This paper will introduce an approach which was transferred from the discipline of psychotherapy to the field of requirements engineering. A set of rules was formed to assist the analysis and quality assurance of customer requirements represented in prose. The paper reviews the foundations of the approach, explains its details with different examples and names the experiences made in various parts of business and technology.

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Das SOPHIST-REgelwerk – Psychotherapie für Anforderungen

Cited by 5 publications

References 0 publications

Transferring research into the real world: How to improve RE with AI in the automotive industry

Transferring research into the real world: How to improve RE with AI in the automotive industry

Taxonomy Extraction from Automotive Natural Language Requirements Using Unsupervised Learning

Psychotherapy for system requirements

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