eprintid: 29966
rev_number: 17
eprint_status: archive
userid: 3648
dir: disk0/00/02/99/66
datestamp: 2021-05-10 14:05:30
lastmod: 2021-06-02 07:43:28
status_changed: 2021-05-10 14:05:30
type: conferenceObject
metadata_visibility: show
creators_name: Kleebaum, Anja
creators_name: Paech, Barbara
creators_name: Johanssen, Jan Ole
creators_name: Bruegge, Bernd
title: Continuous Rationale Identification in Issue Tracking and Version Control Systems
subjects: ddc-000
subjects: ddc-004
divisions: i-110300
pres_type: paper
keywords: Rationale Management, Decision Knowledge, Text Classification, Natural Language Processing, ConDec
abstract: During the elicitation and implementation of requirements, the involved stakeholders make decisions and build up important decision knowledge, which they should make explicit and share. Issue tracking and version control systems offer opportunities for a lightweight capture of decision knowledge but currently lack techniques for making this knowledge explicit. 

In this paper, we present techniques to make decision knowledge explicit in the text of issue tracking and version control systems. We present features for its manual documentation as well as for its automatic identification using a text classifier. The text classifier identifies implicit decision knowledge in natural language texts, in particular, in the description and comments of tickets in the issue tracking system and commit messages.
date: 2021
publisher: CEUR-WS.org
id_scheme: DOI
id_number: 10.11588/heidok.00029966
ppn_swb: 1759412171
own_urn: urn:nbn:de:bsz:16-heidok-299665
language: eng
bibsort: KLEEBAUMANCONTINUOUS2021
full_text_status: public
pages: 9
event_title: Joint Proceedings of REFSQ-2021 Workshops, OpenRE, Posters and Tools Track, and Doctoral Symposium
event_location: Essen (Germany)/Virtual
event_dates: 12.04.2021
citation:   Kleebaum, Anja ; Paech, Barbara ; Johanssen, Jan Ole ; Bruegge, Bernd  (2021) Continuous Rationale Identification in Issue Tracking and Version Control Systems.  [Conference Item]     
document_url: https://archiv.ub.uni-heidelberg.de/volltextserver/29966/1/nlp4re1.pdf