Sun 4 Nov 2018 14:15 - 14:30 at Rock Lake - NL4SE Workshop III

In the domain of software engineering NLP techniques are needed
to use and find duplicate or similar development knowledge which
are stored in development documentation as development tasks. To
understand duplicate and similar development documentations we
will discuss different NLP techniques as descriptive statistics, topic
analysis and similarity algorithms as N-grams, the Jaccard or LSI algorithm
as well as machine learning algorithms as Decision trees or
support vector machines (SVM). Those techniques are used to reach
a better understanding of the characteristics, the lexical relations
(syntactical and semantical) and the classification and prediction of
duplicate development tasks. We found that duplicate tasks share
conceptual information and are rather created by inexperienced developers.
By tuning different features to predict development tasks
with a gradient or a Fidelity loss function a system can identify a
duplicate tasks with a 100% accuracy.

Passionate Software Engineer, Architect and Researcher!

Sun 4 Nov

Displayed time zone: Guadalajara, Mexico City, Monterrey change

13:30 - 15:00
NL4SE Workshop IIINL4SE at Rock Lake
13:30
15m
Talk
Towards Understanding Code Readability and Its Impact on Design Quality
NL4SE
Umme Ayda Mannan Oregon State University, USA, Iftekhar Ahmed University of California at Irvine, USA, Anita Sarma Oregon State University
13:45
15m
Talk
Cleaning StackOverflow for use in Machine Translation
NL4SE

14:00
15m
Talk
LinkSO: A Dataset for Learning to Retrieve Similar Question Answer Pairs on Software Development Forums
NL4SE
Xueqing Liu University of Illinois at Urbana-Champaign, USA, Chi Wang Microsoft, USA, Yue Leng University of Illinois at Urbana-Champaign, USA, ChengXiang Zhai University of Illinois at Urbana-Champaign, USA
14:15
15m
Talk
Natural Language Processing (NLP) Applied on Issue Trackers
NL4SE
Mathias Ellmann University of Hamburg and LegalTechTeam
14:30
15m
Talk
Mining Monitoring Concerns Implementation in Java-Based Software Systems
NL4SE
Grigoreta Sofia Cojocar Department of Computer Science, Babes-Bolyai University, Adriana-Mihaela Guran Department of Computer Science, Babes-Bolyai University
14:45
15m
Talk
Two Perspectives on Software Documentation Quality in Stack Overflow
NL4SE
Mathias Ellmann University of Hamburg and LegalTechTeam, Marko Schnecke n.n., n.n.