Recommendations about improving the quality of requirements Sample Clauses

Recommendations about improving the quality of requirements. In this case, the recommendations are related to:
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Recommendations about improving the quality of requirements. 1. Measuring the quality of requirements. A set of rules reflecting quality properties will be identified from existing related work (see Section 3.1) and adapted to OpenReq. These rules can then be used against requirements to check their quality, compounding them to calculate a quality score. The majority of the approaches to identify quality concerns leverage raw textual data (i.e., the requirement text itself). Therefore, NLP techniques will be heavily utilized. Among those, text chunking (Arora 2015) and part- of-speech tagging (Arora 2014) will be used to identify basic units of text. Later, the units will be analysed to find, for example, usage of passive voice (considered a bad quality indicator) (Xxxxxx 2014), or missing information (e.g., an active verb missing a direct object) (Xxxxxx 2016). Another possible use of NLP is the resolution of anaphora in the requirements text (Ferrari 2016) —i.e., identify references to the same entity, but using different names, within the text. Similarly, NLP and statistical machine learning algorithms (such as SVM and bayesian network) (del Sagrado 2017) (Xxx 2013) can be used to check conformance to requirements template. In addition, the quality of the requirements can be further analysed through personal ratings of stakeholders via several properties of the requirements, which could be used to improve stakeholders engagement and motivation. However, this special aspect of quality will be also dealt with in WP4.

Related to Recommendations about improving the quality of requirements

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