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• Ambiguity in requirements increases the challenges of automated testing.
• Extracted test case information from positive and negative requirements using NLP.
• Unified boilerplates as the grammar guideline for requirements analysis.

Automated testing which extracts essential information from software requirements written in natural language offers a cost-effective and efficient solution to error-free software that meets stakeholders’ requirements in the software industry. ...

Software practitioners use various methods in Requirements Engineering (RE) to elicit, analyze, and specify the requirements of enterprise products. The methods impact the final product characteristics and influence product delivery. Ad-hoc usage of the ...

In recent years, software applications have been working with NoSQL databases as they have emerged to handle big data more efficiently than traditional databases. The data models of these databases are designed to satisfy the ...

• NoSQL databases are used to handle Big Data.
• Schema evolution may produce ...

Selecting the appropriate requirements to develop in the next release of an open market software product under evolution, is a compulsory step of each software development project. This selection should be done by maximizing ...

• Requirements interactions have a profound impact when searching for solutions of the bi-objective Next Release Problem.

• This research paper developed BERT-BiCNN based deep learning model to capture software requirements from the formal requirements.
• Since, traditional classification model suffers from poor generalization problem. Therefore, proposed ...

In the last decade, requirements classification has emerged as hot research topic in Requirements Engineering (RE). Early identification of software requirements helps the development team in the design of software systems. Manual identification ...

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Software practitioners use various requirement elicitation methods to produce a well-defined product. These methods impact the software product’s eventual traits and target a particular audience segment. Virtual Reality(VR) products are no different ...

Developing appropriate user interfaces is crucial for a positive user experience, as some users may require that the interaction supports specific interface elements for them. However, developing adequate interfaces for autistic users is not easy, ...

Due to the COVID-19 pandemic there has been a significant growth in the adoption of online educational resources, including mobile digital libraries. Thus, several quality attributes have been indicated by both industry and academy for designing ...

The processing of personal data has become a prominent concern for stakeholders when selecting software or service providers to serve their needs. Different laws and legislation have been introduced to standardize and strengthen data ...

Natural Language (NL) is the root cause of ambiguity in the SRS document. The quality of the software development process can be improved by mitigating the risk with the use of semantically controlled representation. A possible solution to handle ...

In agile environments, requirement engineers conduct interviews with clients to create user stories manually. However, a manual approach is subject to human failures such as ambiguity, communication problems, and incomplete requirements. These failures ...

With the extensive development of big data and social networks, the user profile field has received much attention. User profiling is essential for understanding the characteristics of various users, contributing to better understanding of their ...

In incremental software development approaches, the product is developed in various releases. In each release, a set of requirements is proposed for the development. Usually, due to lack of funds, lack of time and dependency between requirements, ...

In agile methods, software products are developed in several releases. In each release, a new set of requirements for development is proposed. Due to technical and non-technical problems, it is almost impossible to develop all the proposed ...

GDPR entered into force in May 2018 for enhancing user data protection. Even though GDPR leads towards a radical change with many advantages for the data subjects it turned out to be a significant challenge. Organizations need to make long and ...

Knowing whether a software feature will be completed in its planned iteration can help with release planning decisions. However, existing research has focused on predictions of only low-level software tasks, like bug fixes. In this paper, we describe a ...

The DevOps movement, which combines software development with information technology operations, enables the more frequent delivery of changes to a software system. Adopting DevOps practices is seen as enabling the ability to deliver more. But is ...

Developing error-free software requirements is of critical importance to the success of a software project. Problems that occur during requirements collection and specification, if not fixed early, are costly to fix later. Therefore, it is important to ...

Software Requirements Specification (SRS) is the key fundamental document formally listing down the customer expectations from the software to be built. Any weakness or fault injected at this stage in the requirements is expected to ripple ...

Involvement of real end users right from the beginning of an IT project is understood nowadays as good practice particularly in research projects where new and innovative concepts are to be investigated. In some situations, this is not feasible ...