---
_id: '2331'
abstract:
- lang: eng
text: A user generally writes software requirements in ambiguous and incomplete
form by using natural language; therefore, a software developer may have difficulty
in clearly understanding what the meanings are. To solve this problem with automation,
we propose a classifier for semantic annotation with manually pre-defined semantic
categories. To improve our classifier, we carefully designed syntactic features
extracted by constituency and dependency parsers. Even with a small dataset and
a large number of classes, our proposed classifier records an accuracy of 0.75,
which outperforms the previous model, REaCT.
article_type: original
author:
- first_name: 'Yeongsu '
full_name: 'Kim, Yeongsu '
last_name: Kim
- first_name: Seungwoo
full_name: Lee, Seungwoo
last_name: Lee
- first_name: Markus
full_name: Dollmann, Markus
id: '27578'
last_name: Dollmann
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
citation:
ama: Kim Y, Lee S, Dollmann M, Geierhos M. Improving Classifiers for Semantic Annotation
of Software Requirements with Elaborate Syntactic Structure. International
Journal of Advanced Science and Technology. 2018;112:123-136. doi:10.14257/ijast.2018.112.12
apa: Kim, Y., Lee, S., Dollmann, M., & Geierhos, M. (2018). Improving Classifiers
for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure.
International Journal of Advanced Science and Technology, 112, 123–136.
https://doi.org/10.14257/ijast.2018.112.12
bibtex: '@article{Kim_Lee_Dollmann_Geierhos_2018, title={Improving Classifiers for
Semantic Annotation of Software Requirements with Elaborate Syntactic Structure},
volume={112}, DOI={10.14257/ijast.2018.112.12},
journal={International Journal of Advanced Science and Technology}, publisher={SERSC
Australia}, author={Kim, Yeongsu and Lee, Seungwoo and Dollmann, Markus and Geierhos,
Michaela}, year={2018}, pages={123–136} }'
chicago: 'Kim, Yeongsu , Seungwoo Lee, Markus Dollmann, and Michaela Geierhos. “Improving
Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic
Structure.” International Journal of Advanced Science and Technology 112
(2018): 123–36. https://doi.org/10.14257/ijast.2018.112.12.'
ieee: Y. Kim, S. Lee, M. Dollmann, and M. Geierhos, “Improving Classifiers for Semantic
Annotation of Software Requirements with Elaborate Syntactic Structure,” International
Journal of Advanced Science and Technology, vol. 112, pp. 123–136, 2018.
mla: Kim, Yeongsu, et al. “Improving Classifiers for Semantic Annotation of Software
Requirements with Elaborate Syntactic Structure.” International Journal of
Advanced Science and Technology, vol. 112, SERSC Australia, 2018, pp. 123–36,
doi:10.14257/ijast.2018.112.12.
short: Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced
Science and Technology 112 (2018) 123–136.
date_created: 2018-04-13T09:19:22Z
date_updated: 2022-01-06T06:55:49Z
ddc:
- '000'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.14257/ijast.2018.112.12
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2018-11-02T15:16:29Z
date_updated: 2018-11-02T15:16:29Z
file_id: '5297'
file_name: 12.pdf
file_size: 586968
relation: main_file
success: 1
file_date_updated: 2018-11-02T15:16:29Z
has_accepted_license: '1'
intvolume: ' 112'
keyword:
- Software Engineering
- Natural Language Processing
- Semantic Annotation
- Machine Learning
- Feature Engineering
- Syntactic Structure
language:
- iso: eng
page: 123-136
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '9'
name: SFB 901 - Subproject B1
publication: International Journal of Advanced Science and Technology
publication_identifier:
eissn:
- 2207-6360
issn:
- 2005-4238
publication_status: published
publisher: SERSC Australia
quality_controlled: '1'
status: public
title: Improving Classifiers for Semantic Annotation of Software Requirements with
Elaborate Syntactic Structure
type: journal_article
user_id: '477'
volume: 112
year: '2018'
...
---
_id: '37067'
abstract:
- lang: eng
text: IP-XACT is a well accepted standard for the exchange of IP components at Electronic
System and Register Transfer Level. Still, the creation and manipulation of these
descriptions at the XML level can be time-consuming and error-prone. In this paper,
we show that the UML can be consistently applied as an efficient and comprehensible
frontend for IP-XACT-based IP description and integration. For this, we present
an IP-XACT UML profile that enables UML-based descriptions covering the same information
as a corresponding IP-XACT description. This enables the automated generation
of IP-XACT component and design descriptions from respective UML models. In particular,
it also allows the integration of existing IPs with UML. To illustrate our approach,
we present an application example based on the IBM PowerPC Evaluation Kit.
author:
- first_name: Tim
full_name: Schattkowsky, Tim
last_name: Schattkowsky
- first_name: Tao
full_name: Xie, Tao
last_name: Xie
- first_name: Wolfgang
full_name: Müller, Wolfgang
id: '16243'
last_name: Müller
citation:
ama: 'Schattkowsky T, Xie T, Müller W. A UML Frontend for IP-XACT-based IP Management.
In: Proceedings of DATE’09. IEEE; 2009. doi:10.1109/DATE.2009.5090664'
apa: Schattkowsky, T., Xie, T., & Müller, W. (2009). A UML Frontend for IP-XACT-based
IP Management. Proceedings of DATE’09. Design, Automation & Test in
Europe Conference & Exhibition. https://doi.org/10.1109/DATE.2009.5090664
bibtex: '@inproceedings{Schattkowsky_Xie_Müller_2009, place={Nice, France}, title={A
UML Frontend for IP-XACT-based IP Management}, DOI={10.1109/DATE.2009.5090664},
booktitle={Proceedings of DATE’09}, publisher={IEEE}, author={Schattkowsky, Tim
and Xie, Tao and Müller, Wolfgang}, year={2009} }'
chicago: 'Schattkowsky, Tim, Tao Xie, and Wolfgang Müller. “A UML Frontend for IP-XACT-Based
IP Management.” In Proceedings of DATE’09. Nice, France: IEEE, 2009. https://doi.org/10.1109/DATE.2009.5090664.'
ieee: 'T. Schattkowsky, T. Xie, and W. Müller, “A UML Frontend for IP-XACT-based
IP Management,” presented at the Design, Automation & Test in Europe Conference
& Exhibition, 2009, doi: 10.1109/DATE.2009.5090664.'
mla: Schattkowsky, Tim, et al. “A UML Frontend for IP-XACT-Based IP Management.”
Proceedings of DATE’09, IEEE, 2009, doi:10.1109/DATE.2009.5090664.
short: 'T. Schattkowsky, T. Xie, W. Müller, in: Proceedings of DATE’09, IEEE, Nice,
France, 2009.'
conference:
name: Design, Automation & Test in Europe Conference & Exhibition
date_created: 2023-01-17T11:54:02Z
date_updated: 2023-01-17T11:54:07Z
department:
- _id: '672'
doi: 10.1109/DATE.2009.5090664
keyword:
- Unified modeling language
- XML
- Power system modeling
- Application software
- Master-slave
- Power system management
- Acceleration
- Scattering
- Software engineering
- Software standards
language:
- iso: eng
place: Nice, France
publication: Proceedings of DATE'09
publication_identifier:
isbn:
- 978-1-4244-3781-8
publisher: IEEE
status: public
title: A UML Frontend for IP-XACT-based IP Management
type: conference
user_id: '5786'
year: '2009'
...