329,465 research outputs found
How software engineering research aligns with design science: A review
Background: Assessing and communicating software engineering research can be
challenging. Design science is recognized as an appropriate research paradigm
for applied research but is seldom referred to in software engineering.
Applying the design science lens to software engineering research may improve
the assessment and communication of research contributions. Aim: The aim of
this study is 1) to understand whether the design science lens helps summarize
and assess software engineering research contributions, and 2) to characterize
different types of design science contributions in the software engineering
literature. Method: In previous research, we developed a visual abstract
template, summarizing the core constructs of the design science paradigm. In
this study, we use this template in a review of a set of 38 top software
engineering publications to extract and analyze their design science
contributions. Results: We identified five clusters of papers, classifying them
according to their alignment with the design science paradigm. Conclusions: The
design science lens helps emphasize the theoretical contribution of research
output---in terms of technological rules---and reflect on the practical
relevance, novelty, and rigor of the rules proposed by the research.Comment: 32 pages, 10 figure
Myths and Realities about Online Forums in Open Source Software Development: An Empirical Study
The use of free and open source software (OSS) is gaining momentum due to the
ever increasing availability and use of the Internet. Organizations are also
now adopting open source software, despite some reservations, in particular
regarding the provision and availability of support. Some of the biggest
concerns about free and open source software are post release software defects
and their rectification, management of dynamic requirements and support to the
users. A common belief is that there is no appropriate support available for
this class of software. A contradictory argument is that due to the active
involvement of Internet users in online forums, there is in fact a large
resource available that communicates and manages the provision of support. The
research model of this empirical investigation examines the evidence available
to assess whether this commonly held belief is based on facts given the current
developments in OSS or simply a myth, which has developed around OSS
development. We analyzed a dataset consisting of 1880 open source software
projects covering a broad range of categories in this investigation. The
results show that online forums play a significant role in managing software
defects, implementation of new requirements and providing support to the users
in open source software and have become a major source of assistance in
maintenance of the open source projects
Classifying Web Exploits with Topic Modeling
This short empirical paper investigates how well topic modeling and database
meta-data characteristics can classify web and other proof-of-concept (PoC)
exploits for publicly disclosed software vulnerabilities. By using a dataset
comprised of over 36 thousand PoC exploits, near a 0.9 accuracy rate is
obtained in the empirical experiment. Text mining and topic modeling are a
significant boost factor behind this classification performance. In addition to
these empirical results, the paper contributes to the research tradition of
enhancing software vulnerability information with text mining, providing also a
few scholarly observations about the potential for semi-automatic
classification of exploits in the existing tracking infrastructures.Comment: Proceedings of the 2017 28th International Workshop on Database and
Expert Systems Applications (DEXA).
http://ieeexplore.ieee.org/abstract/document/8049693
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