Sökning: "bug mining"

Visar resultat 1 - 5 av 8 uppsatser innehållade orden bug mining.

1. 1. Predictive maintenance using NLP and clustering support messages

   Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Författare :Ugur Yilmaz; [2022]
   Nyckelord :Predictive maintenance; support messages; NLP; unsupervised clustering; intent recognition; LDA; UMAP; HDBSCAN; BERT; Swedish BERT KB-BERT ; Billogram;

   Sammanfattning : Communication with customers is a major part of customer experience as well as a great source of data mining. More businesses are engaging with consumers via text messages. Before 2020, 39% of businesses already use some form of text messaging to communicate with their consumers. Many more were expected to adopt the technology after 2020[1]. LÄS MER

3. 2. An empirical assessment of the predictive quality of internal product metrics to predict software maintainability in practice

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Författare :Xinhao Wu; Maike Zhang; [2020]
   Nyckelord :software metrics; maintainability; predict; measurements; mining soft- ware repositories; retrospective study; mean time to repair; MTTR;

   Sammanfattning : Background. Maintainability of software products continues to be an area of im- portance and interest both for practice and research. The time used for maintenance usually exceeds 70% of the whole period of software development process. LÄS MER

4. 3. Predicting Software Defectiveness by Mining Software Repositories

   Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Författare :Stanislav Kasianenko; [2018]
   Nyckelord :repository mining; software metric; correlation; defect; bug; natural language processing; Pearson coefficient; Breiman’s decision tree; machine learning;

   Sammanfattning : One of the important aims of the continuous software development process is to localize and remove all existing program bugs as fast as possible. Such goal is highly related to software engineering and defectiveness estimation. Many big companies started to store source code in software repositories as the later grew in popularity. LÄS MER

5. 4. Automated Bug Report Routing

   Master-uppsats, Linköpings universitet/Statistik och maskininlärning

   Författare :Caroline Svahn; [2017]
   Nyckelord :;

   Sammanfattning : As the software industry grows larger by the minute, the need for automated solutions within bug report management is on the rise. Although some research has been conducted in the area of bug handling, new, faster or more precise approaches are yet to be developed. LÄS MER

7. 5. Tuning of machine learning algorithms for automatic bug assignment

   Master-uppsats, Linköpings universitet/Programvara och system

   Författare :Daniel Artchounin; [2017]
   Nyckelord :bug triage; bug assignment; bug mining; bug report; activity-based approach; issue tracking; bug repository; bug tracker; pre-processing; feature extraction; feature selection; tuning; model selection; hyper-parameter optimization; text mining; text classification; classifier; supervised learning; machine learning; information retrieval; bugzilla; eclipse jdt; mozilla firefox; open source software; proprietary project; accuracy; mean reciprocal rank; software development; software maintenance; software engineering;

   Sammanfattning : In software development projects, bug triage consists mainly of assigning bug reports to software developers or teams (depending on the project). The partial or total automation of this task would have a positive economic impact on many software projects. LÄS MER