Software Engineering for AI-Based Systems: A Survey

Autor: Silverio Martínez-Fernández, Justus Bogner, Xavier Franch, Marc Oriol, Julien Siebert, Adam Trendowicz, Anna Maria Vollmer, Stefan Wagner

Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

AI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image- and speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to advances in AI. However, ther

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3ae2eeb7e123f020264c0fd30ab8a402
https://publica.fraunhofer.de/handle/publica/435913

Data-driven and tool-supported elicitation of quality requirements in agile companies

Autor: Anna Maria Vollmer, Antonin Abherve, Pertti Seppänen, Pilar Rodríguez, Marc Oriol, Sanja Aaramaa, Woubshet Behutiye, Michał Choraś, Carles Farré, Silverio Martínez-Fernández, Xavier Franch, Jari Partanen, Rafał Kozik

Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Quality requirements (QRs) are a key artifact needed to ensure the quality and success of a software system. Despite their importance, QRs rarely get the same degree of attention as their functional counterpart in agile software development (ASD) pro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a57ba9f96f99950a2c3699bc07609048
http://urn.fi/urn:nbn:fi-fe2020111891001

Practical experiences and value of applying software analytics to manage quality

Autor: Anna Maria Vollmer, Alessandra Bagnato, Pilar Rodríguez, Lidia López, Silverio Martínez-Fernández, Jari Partanen

Publikováno v: ESEM
2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname

Background: Despite the growth in the use of software analytics platforms in industry, little empirical evidence is available about the challenges that practitioners face and the value that these platforms provide. Aim: The goal of this research is t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::174bf20e466c602b06b7725ec4f84600
https://doi.org/10.1109/esem.2019.8870162

Management of quality requirements in agile and rapid software development: A systematic mapping study

Autor: Pilar Rodríguez, Woubshet Behutiye, Anna Maria Vollmer, Xavier Franch, Markku Oivo, Pertti Karhapää, Lidia López, Xavier Burgués, Silverio Martínez-Fernández

Publikováno v: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname

Context:Quality requirements (QRs) describe the desired quality of software, and they play an important role in the success of software projects. In agile software development (ASD), QRs are often ill-defined and not well addressed due to the focus o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e4e8b2ae950544b30a510d7bb5806557

A hybrid methodology for effort estimation in Agile development

Autor: Stefan Braun, Anna Maria Vollmer, Binish Tanveer

Publikováno v: ICSSP

In agile software development, functionality is added to the system in an incremental and iterative manner. Practitioners often rely on expert-judgment to estimate effort in this context. The impact of a change on the existing system can provide obje

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b605a2142c7cb806a936a8f488ad2eab
https://doi.org/10.1145/3202710.3203152