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1.
  • Munoz-Gama, Jorge, et al. (author)
  • Process mining for healthcare : Characteristics and challenges
  • 2022
  • In: Journal of Biomedical Informatics. - : Elsevier BV. - 1532-0464 .- 1532-0480. ; 127
  • Journal article (peer-reviewed)abstract
    • Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where it focuses mainly on the analysis of diagnostic, treatment, and organisational processes. Despite the huge amount of data generated in hospitals by staff and machinery involved in healthcare processes, there is no evidence of a systematic uptake of process mining beyond targeted case studies in a research context. When developing and using process mining in healthcare, distinguishing characteristics of healthcare processes such as their variability and patient-centred focus require targeted attention. Against this background, the Process-Oriented Data Science in Healthcare Alliance has been established to propagate the research and application of techniques targeting the data-driven improvement of healthcare processes. This paper, an initiative of the alliance, presents the distinguishing characteristics of the healthcare domain that need to be considered to successfully use process mining, as well as open challenges that need to be addressed by the community in the future.
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2.
  • Bjarnason, Elizabeth, et al. (author)
  • Integrating Requirements Engineering with Software Development - A Research Abstract
  • 2012
  • In: ICB Research Reports. - 1860-2770. ; :46
  • Conference paper (peer-reviewed)abstract
    • Software development companies operating in market-driven domains need to deliver new and appealing software products at an increasing rate in order to stay competitive. This requires fast and efficient development of software for which the requirements are based on ever-changing market demands. Agile development claims to achieve increased development efficiency by performing the requirements engineering (RE) activities concurrently with design, planning and testing in an integrated fashion. However, coordination and communication is often reported as a challenge both for agile and for traditional RE practices. Increased insight into the factors affected by integrating RE may allow tailoring the degree of RE integration to suit specific project context, e.g. size, rate of requirements change, domain etc., and thereby support increased efficiency in software development. The aim of this research is to develop methods for assessing the level of RE integration and techniques for improving the integration of requirements. The research is performed in collaboration with industry and the developed methods and techniques will be empirically evaluated in an industrial setting.
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