---
_id: '176'
abstract:
- lang: eng
text: Users prefer natural language software requirements because of their usability
and accessibility. When they describe their wishes for software development, they
often provide off-topic information. We therefore present an automated approach
for identifying and semantically annotating the on-topic parts of the given descriptions.
It is designed to support requirement engineers in the requirement elicitation
process on detecting and analyzing requirements in user-generated content. Since
no lexical resources with domain-specific information about requirements are available,
we created a corpus of requirements written in controlled language by instructed
users and uncontrolled language by uninstructed users. We annotated these requirements
regarding predicate-argument structures, conditions, priorities, motivations and
semantic roles and used this information to train classifiers for information
extraction purposes. The approach achieves an accuracy of 92% for the on- and
off-topic classification task and an F1-measure of 72% for the semantic annotation.
author:
- 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: 'Dollmann M, Geierhos M. On- and Off-Topic Classification and Semantic Annotation
of User-Generated Software Requirements. In: Proceedings of the 2016 Conference
on Empirical Methods in Natural Language Processing (EMNLP). Austin, TX, USA:
Association for Computational Linguistics (ACL); 2016:1807-1816.'
apa: 'Dollmann, M., & Geierhos, M. (2016). On- and Off-Topic Classification
and Semantic Annotation of User-Generated Software Requirements. In Proceedings
of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP)
(pp. 1807–1816). Austin, TX, USA: Association for Computational Linguistics (ACL).'
bibtex: '@inproceedings{Dollmann_Geierhos_2016, place={Austin, TX, USA}, title={On-
and Off-Topic Classification and Semantic Annotation of User-Generated Software
Requirements}, booktitle={Proceedings of the 2016 Conference on Empirical Methods
in Natural Language Processing (EMNLP)}, publisher={Association for Computational
Linguistics (ACL)}, author={Dollmann, Markus and Geierhos, Michaela}, year={2016},
pages={1807–1816} }'
chicago: 'Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification
and Semantic Annotation of User-Generated Software Requirements.” In Proceedings
of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP),
1807–16. Austin, TX, USA: Association for Computational Linguistics (ACL), 2016.'
ieee: M. Dollmann and M. Geierhos, “On- and Off-Topic Classification and Semantic
Annotation of User-Generated Software Requirements,” in Proceedings of the
2016 Conference on Empirical Methods in Natural Language Processing (EMNLP),
Austin, TX, USA, 2016, pp. 1807–1816.
mla: Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification
and Semantic Annotation of User-Generated Software Requirements.” Proceedings
of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP),
Association for Computational Linguistics (ACL), 2016, pp. 1807–16.
short: 'M. Dollmann, M. Geierhos, in: Proceedings of the 2016 Conference on Empirical
Methods in Natural Language Processing (EMNLP), Association for Computational
Linguistics (ACL), Austin, TX, USA, 2016, pp. 1807–1816.'
conference:
end_date: 2016-11-05
location: Austin, TX, USA
name: Conference on Empirical Methods in Natural Language Processing (EMNLP 2016)
start_date: 2016-11-01
date_created: 2017-10-17T12:41:26Z
date_updated: 2022-01-06T06:53:15Z
ddc:
- '040'
department:
- _id: '36'
- _id: '1'
- _id: '579'
file:
- access_level: closed
content_type: application/pdf
creator: florida
date_created: 2018-03-21T12:33:48Z
date_updated: 2018-03-21T12:33:48Z
file_id: '1535'
file_name: 176-D16-1186.pdf
file_size: 259495
relation: main_file
success: 1
file_date_updated: 2018-03-21T12:33:48Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.aclweb.org/anthology/D16-1186
oa: '1'
page: 1807-1816
place: Austin, TX, USA
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '9'
name: SFB 901 - Subproject B1
publication: Proceedings of the 2016 Conference on Empirical Methods in Natural Language
Processing (EMNLP)
publication_status: published
publisher: Association for Computational Linguistics (ACL)
quality_controlled: '1'
status: public
title: On- and Off-Topic Classification and Semantic Annotation of User-Generated
Software Requirements
type: conference
user_id: '15504'
year: '2016'
...
---
_id: '191'
abstract:
- lang: eng
text: One purpose of requirement refinement is that higher-level requirements have
to be translated to something usable by developers. Since customer requirements
are often written in natural language by end users, they lack precision, completeness
and consistency. Although user stories are often used in the requirement elicitation
process in order to describe the possibilities how to interact with the software,
there is always something unspoken. Here, we present techniques how to automatically
refine vague software descriptions. Thus, we can bridge the gap by first revising
natural language utterances from higher-level to more detailed customer requirements,
before functionality matters. We therefore focus on the resolution of semantically
incomplete user-generated sentences (i.e. non-instantiated arguments of predicates)
and provide ontology-based gap-filling suggestions how to complete unverbalized
information in the user’s demand.
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
citation:
ama: 'Geierhos M, Bäumer FS. How to Complete Customer Requirements: Using Concept
Expansion for Requirement Refinement. In: Métais E, Meziane F, Saraee M, Sugumaran
V, Vadera S, eds. Proceedings of the 21st International Conference on Applications
of Natural Language to Information Systems (NLDB). Vol 9612. Lecture Notes
in Computer Science. Cham, Switzerland: Springer; 2016:37-47. doi:10.1007/978-3-319-41754-7_4'
apa: 'Geierhos, M., & Bäumer, F. S. (2016). How to Complete Customer Requirements:
Using Concept Expansion for Requirement Refinement. In E. Métais, F. Meziane,
M. Saraee, V. Sugumaran, & S. Vadera (Eds.), Proceedings of the 21st International
Conference on Applications of Natural Language to Information Systems (NLDB)
(Vol. 9612, pp. 37–47). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-41754-7_4'
bibtex: '@inproceedings{Geierhos_Bäumer_2016, place={Cham, Switzerland}, series={Lecture
Notes in Computer Science}, title={How to Complete Customer Requirements: Using
Concept Expansion for Requirement Refinement}, volume={9612}, DOI={10.1007/978-3-319-41754-7_4},
booktitle={Proceedings of the 21st International Conference on Applications of
Natural Language to Information Systems (NLDB)}, publisher={Springer}, author={Geierhos,
Michaela and Bäumer, Frederik Simon}, editor={Métais, Elisabeth and Meziane,
Farid and Saraee, Mohamad and Sugumaran, Vijayan and Vadera, Sunil Editors},
year={2016}, pages={37–47}, collection={Lecture Notes in Computer Science} }'
chicago: 'Geierhos, Michaela, and Frederik Simon Bäumer. “How to Complete Customer
Requirements: Using Concept Expansion for Requirement Refinement.” In Proceedings
of the 21st International Conference on Applications of Natural Language to Information
Systems (NLDB), edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee,
Vijayan Sugumaran, and Sunil Vadera, 9612:37–47. Lecture Notes in Computer Science.
Cham, Switzerland: Springer, 2016. https://doi.org/10.1007/978-3-319-41754-7_4.'
ieee: 'M. Geierhos and F. S. Bäumer, “How to Complete Customer Requirements: Using
Concept Expansion for Requirement Refinement,” in Proceedings of the 21st International
Conference on Applications of Natural Language to Information Systems (NLDB),
Salford, UK, 2016, vol. 9612, pp. 37–47.'
mla: 'Geierhos, Michaela, and Frederik Simon Bäumer. “How to Complete Customer Requirements:
Using Concept Expansion for Requirement Refinement.” Proceedings of the 21st
International Conference on Applications of Natural Language to Information Systems
(NLDB), edited by Elisabeth Métais et al., vol. 9612, Springer, 2016, pp.
37–47, doi:10.1007/978-3-319-41754-7_4.'
short: 'M. Geierhos, F.S. Bäumer, in: E. Métais, F. Meziane, M. Saraee, V. Sugumaran,
S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications
of Natural Language to Information Systems (NLDB), Springer, Cham, Switzerland,
2016, pp. 37–47.'
conference:
end_date: 2016-06-24
location: Salford, UK
name: 21st International Conference on Applications of Natural Language to Information
Systems (NLDB 2016)
start_date: 2016-06-22
date_created: 2017-10-17T12:41:29Z
date_updated: 2022-01-06T06:53:58Z
ddc:
- '040'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.1007/978-3-319-41754-7_4
editor:
- first_name: 'Elisabeth '
full_name: 'Métais, Elisabeth '
last_name: Métais
- first_name: 'Farid '
full_name: 'Meziane, Farid '
last_name: Meziane
- first_name: 'Mohamad '
full_name: 'Saraee, Mohamad '
last_name: Saraee
- first_name: 'Vijayan '
full_name: 'Sugumaran, Vijayan '
last_name: Sugumaran
- first_name: 'Sunil '
full_name: 'Vadera, Sunil '
last_name: Vadera
file:
- access_level: closed
content_type: application/pdf
creator: florida
date_created: 2018-03-21T12:29:37Z
date_updated: 2018-03-21T12:29:37Z
file_id: '1528'
file_name: 191-chp_3A10.1007_2F978-3-319-41754-7_4.pdf
file_size: 1499075
relation: main_file
success: 1
file_date_updated: 2018-03-21T12:29:37Z
has_accepted_license: '1'
intvolume: ' 9612'
keyword:
- Requirement refinement
- Concept expansion
- Ontology-based instantiation of predicate-argument structure
language:
- iso: eng
page: 37-47
place: Cham, Switzerland
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '9'
name: SFB 901 - Subproject B1
publication: Proceedings of the 21st International Conference on Applications of Natural
Language to Information Systems (NLDB)
publication_identifier:
eisbn:
- 978-3-319-41754-7
isbn:
- 978-3-319-41753-0
publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: Lecture Notes in Computer Science
status: public
title: 'How to Complete Customer Requirements: Using Concept Expansion for Requirement
Refinement'
type: conference
user_id: '477'
volume: 9612
year: '2016'
...
---
_id: '158'
abstract:
- lang: eng
text: 'While requirements focus on how the user interacts with the system, user
stories concentrate on the purpose of software features. But in practice, functional
requirements are also described in user stories. For this reason, requirements
clarification is needed, especially when they are written in natural language
and do not stick to any templates (e.g., "as an X, I want Y so that Z ..."). However,
there is a lot of implicit knowledge that is not expressed in words. As a result,
natural language requirements descriptions may suffer from incompleteness. Existing
approaches try to formalize natural language or focus only on entirely missing
and not on deficient requirements. In this paper, we therefore present an approach
to detect knowledge gaps in user-generated software requirements for interactive
requirement clarification: We provide tailored suggestions to the users in order
to get more precise descriptions. For this purpose, we identify not fully instantiated
predicate argument structures in requirements written in natural language and
use context information to realize what was meant by the user.'
author:
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
citation:
ama: 'Bäumer FS, Geierhos M. Running out of Words: How Similar User Stories Can
Help to Elaborate Individual Natural Language Requirement Descriptions. In: Dregvaite
G, Damasevicius R, eds. Proceedings of the 22nd International Conference on
Information and Software Technologies (ICIST). Vol 639. Communications in
Computer and Information Science. Cham, Switzerland: Springer; 2016:549-558. doi:10.1007/978-3-319-46254-7_44'
apa: 'Bäumer, F. S., & Geierhos, M. (2016). Running out of Words: How Similar
User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.
In G. Dregvaite & R. Damasevicius (Eds.), Proceedings of the 22nd International
Conference on Information and Software Technologies (ICIST) (Vol. 639, pp.
549–558). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-46254-7_44'
bibtex: '@inproceedings{Bäumer_Geierhos_2016, place={Cham, Switzerland}, series={Communications
in Computer and Information Science}, title={Running out of Words: How Similar
User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions},
volume={639}, DOI={10.1007/978-3-319-46254-7_44},
booktitle={Proceedings of the 22nd International Conference on Information and
Software Technologies (ICIST)}, publisher={Springer}, author={Bäumer, Frederik
Simon and Geierhos, Michaela}, editor={Dregvaite, Giedre and Damasevicius, Robertas
Editors}, year={2016}, pages={549–558}, collection={Communications in Computer
and Information Science} }'
chicago: 'Bäumer, Frederik Simon, and Michaela Geierhos. “Running out of Words:
How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement
Descriptions.” In Proceedings of the 22nd International Conference on Information
and Software Technologies (ICIST), edited by Giedre Dregvaite and Robertas Damasevicius,
639:549–58. Communications in Computer and Information Science. Cham, Switzerland:
Springer, 2016. https://doi.org/10.1007/978-3-319-46254-7_44.'
ieee: 'F. S. Bäumer and M. Geierhos, “Running out of Words: How Similar User Stories
Can Help to Elaborate Individual Natural Language Requirement Descriptions,” in
Proceedings of the 22nd International Conference on Information and Software
Technologies (ICIST), Druskininkai, Lithuania, 2016, vol. 639, pp. 549–558.'
mla: 'Bäumer, Frederik Simon, and Michaela Geierhos. “Running out of Words: How
Similar User Stories Can Help to Elaborate Individual Natural Language Requirement
Descriptions.” Proceedings of the 22nd International Conference on Information
and Software Technologies (ICIST), edited by Giedre Dregvaite and Robertas Damasevicius,
vol. 639, Springer, 2016, pp. 549–58, doi:10.1007/978-3-319-46254-7_44.'
short: 'F.S. Bäumer, M. Geierhos, in: G. Dregvaite, R. Damasevicius (Eds.), Proceedings
of the 22nd International Conference on Information and Software Technologies
(ICIST), Springer, Cham, Switzerland, 2016, pp. 549–558.'
conference:
end_date: 2016-10-15
location: Druskininkai, Lithuania
name: 22nd International Conference on Information and Software Technologies (ICIST
2016)
start_date: 2016-10-13
date_created: 2017-10-17T12:41:22Z
date_updated: 2022-01-06T06:52:34Z
ddc:
- '040'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.1007/978-3-319-46254-7_44
editor:
- first_name: 'Giedre '
full_name: 'Dregvaite, Giedre '
last_name: Dregvaite
- first_name: 'Robertas '
full_name: 'Damasevicius, Robertas '
last_name: Damasevicius
file:
- access_level: closed
content_type: application/pdf
creator: florida
date_created: 2018-03-21T12:49:38Z
date_updated: 2018-03-21T12:49:38Z
file_id: '1548'
file_name: 158-06390044.pdf
file_size: 860232
relation: main_file
success: 1
file_date_updated: 2018-03-21T12:49:38Z
has_accepted_license: '1'
intvolume: ' 639'
keyword:
- Natural language requirements clarification
- Syntactically incomplete requirements
- Compensatory user stories
language:
- iso: eng
page: 549-558
place: Cham, Switzerland
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '9'
name: SFB 901 - Subproject B1
publication: Proceedings of the 22nd International Conference on Information and Software
Technologies (ICIST)
publication_identifier:
eisbn:
- 978-3-319-46254-7
isbn:
- 978-3-319-46253-0
publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: Communications in Computer and Information Science
status: public
title: 'Running out of Words: How Similar User Stories Can Help to Elaborate Individual
Natural Language Requirement Descriptions'
type: conference
user_id: '477'
volume: 639
year: '2016'
...
---
_id: '25408'
author:
- first_name: Frederik Simon
full_name: Baeumer, Frederik Simon
last_name: Baeumer
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
citation:
ama: 'Baeumer FS, Geierhos M, Schulze S. A System for Uncovering Latent Connectivity
of Health Care Providers in Online Reviews. In: Information and Software Technologies:
21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16,
2015, Proceedings. Vol 538. 1st ed. Communications in Computer and Information
Science. Springer International Publishing; 2015:3-15.'
apa: 'Baeumer, F. S., Geierhos, M., & Schulze, S. (2015). A System for Uncovering
Latent Connectivity of Health Care Providers in Online Reviews. In Information
and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai,
Lithuania, October 15-16, 2015, Proceedings (1st ed., Vol. 538, pp. 3–15).
Springer International Publishing.'
bibtex: '@inbook{Baeumer_Geierhos_Schulze_2015, edition={1}, series={Communications
in Computer and Information Science}, title={A System for Uncovering Latent Connectivity
of Health Care Providers in Online Reviews}, volume={538}, booktitle={Information
and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai,
Lithuania, October 15-16, 2015, Proceedings}, publisher={Springer International
Publishing}, author={Baeumer, Frederik Simon and Geierhos, Michaela and Schulze,
Sabine}, year={2015}, pages={3–15}, collection={Communications in Computer and
Information Science} }'
chicago: 'Baeumer, Frederik Simon, Michaela Geierhos, and Sabine Schulze. “A System
for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.”
In Information and Software Technologies: 21th International Conference, ICIST
2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed.,
538:3–15. Communications in Computer and Information Science. Springer International
Publishing, 2015.'
ieee: 'F. S. Baeumer, M. Geierhos, and S. Schulze, “A System for Uncovering Latent
Connectivity of Health Care Providers in Online Reviews,” in Information and
Software Technologies: 21th International Conference, ICIST 2015, Druskininkai,
Lithuania, October 15-16, 2015, Proceedings, 1st ed., vol. 538, Springer International
Publishing, 2015, pp. 3–15.'
mla: 'Baeumer, Frederik Simon, et al. “A System for Uncovering Latent Connectivity
of Health Care Providers in Online Reviews.” Information and Software Technologies:
21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16,
2015, Proceedings, 1st ed., vol. 538, Springer International Publishing, 2015,
pp. 3–15.'
short: 'F.S. Baeumer, M. Geierhos, S. Schulze, in: Information and Software Technologies:
21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16,
2015, Proceedings, 1st ed., Springer International Publishing, 2015, pp. 3–15.'
date_created: 2021-10-04T23:43:21Z
date_updated: 2022-01-06T06:57:03Z
department:
- _id: '671'
edition: '1'
intvolume: ' 538'
language:
- iso: eng
page: 3-15
publication: 'Information and Software Technologies: 21th International Conference,
ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings'
publication_identifier:
isbn:
- '978-3-319-24769-4 '
publication_status: published
publisher: Springer International Publishing
series_title: Communications in Computer and Information Science
status: public
title: A System for Uncovering Latent Connectivity of Health Care Providers in Online
Reviews
type: book_chapter
user_id: '71124'
volume: 538
year: '2015'
...
---
_id: '25409'
author:
- first_name: Frederik Simon
full_name: Baeumer, Frederik Simon
last_name: Baeumer
- 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: 'Baeumer FS, Dollmann M, Geierhos M. Find a Physician by Matching Medical Needs
described in your Own Words. In: Vol 63. Elsevier; 2015:417-424.'
apa: Baeumer, F. S., Dollmann, M., & Geierhos, M. (2015). Find a Physician
by Matching Medical Needs described in your Own Words. 63, 417–424.
bibtex: '@inproceedings{Baeumer_Dollmann_Geierhos_2015, place={Berlin}, title={Find
a Physician by Matching Medical Needs described in your Own Words}, volume={63},
publisher={Elsevier}, author={Baeumer, Frederik Simon and Dollmann, Markus and
Geierhos, Michaela}, year={2015}, pages={417–424} }'
chicago: 'Baeumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Find
a Physician by Matching Medical Needs Described in Your Own Words,” 63:417–24.
Berlin: Elsevier, 2015.'
ieee: F. S. Baeumer, M. Dollmann, and M. Geierhos, “Find a Physician by Matching
Medical Needs described in your Own Words,” 2015, vol. 63, pp. 417–424.
mla: Baeumer, Frederik Simon, et al. Find a Physician by Matching Medical Needs
Described in Your Own Words. Elsevier, 2015, pp. 417–24.
short: 'F.S. Baeumer, M. Dollmann, M. Geierhos, in: Elsevier, Berlin, 2015, pp.
417–424.'
conference:
name: ' 5th International Conference on Current and Future Trends of Information
and Communication Technologies in Healthcare (ICTH 2015)'
date_created: 2021-10-04T23:48:15Z
date_updated: 2022-01-06T06:57:03Z
department:
- _id: '671'
intvolume: ' 63'
language:
- iso: eng
page: 417-424
place: Berlin
publication_identifier:
issn:
- 1877-0509
publisher: Elsevier
status: public
title: Find a Physician by Matching Medical Needs described in your Own Words
type: conference
user_id: '71124'
volume: 63
year: '2015'
...
---
_id: '25411'
author:
- first_name: ' Michaela'
full_name: Geierhos, Michaela
last_name: Geierhos
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
- first_name: Frederik Simon
full_name: Baeumer, Frederik Simon
last_name: Baeumer
citation:
ama: 'Geierhos Michaela, Schulze S, Baeumer FS. Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen im Web 2.0. In: Working Papers Des KVF NRW. Vol
3. ; 2015.'
apa: 'Geierhos, Michaela, Schulze, S., & Baeumer, F. S. (2015). Der zufriedene
Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Working Papers Des
KVF NRW, 3.'
bibtex: '@inproceedings{Geierhos_Schulze_Baeumer_2015, place={D{\"u}sseldorf}, title={Der
zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0.}, volume={3},
booktitle={Working Papers des KVF NRW}, author={Geierhos, Michaela and Schulze,
Sabine and Baeumer, Frederik Simon}, year={2015} }'
chicago: 'Geierhos, Michaela, Sabine Schulze, and Frederik Simon Baeumer. “Der
Zufriedene Patient 2.0: Analyse Anonymer Arztbewertungen Im Web 2.0.” In Working
Papers Des KVF NRW, Vol. 3. D{\"u}sseldorf, 2015.'
ieee: 'Michaela Geierhos, S. Schulze, and F. S. Baeumer, “Der zufriedene Patient
2.0: Analyse anonymer Arztbewertungen im Web 2.0.,” in Working Papers des KVF
NRW, 2015, vol. 3.'
mla: 'Geierhos, Michaela, et al. “Der Zufriedene Patient 2.0: Analyse Anonymer
Arztbewertungen Im Web 2.0.” Working Papers Des KVF NRW, vol. 3, 2015.'
short: 'Michaela Geierhos, S. Schulze, F.S. Baeumer, in: Working Papers Des KVF
NRW, D{\"u}sseldorf, 2015.'
date_created: 2021-10-05T00:04:06Z
date_updated: 2022-01-06T06:57:04Z
department:
- _id: '671'
intvolume: ' 3'
language:
- iso: eng
place: D{\"u}sseldorf
publication: Working Papers des KVF NRW
status: public
title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0.'
type: conference
user_id: '71124'
volume: 3
year: '2015'
...
---
_id: '25413'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: ' Frederik Simon '
full_name: ' Baeumer, Frederik Simon '
last_name: ' Baeumer'
- first_name: Schulze
full_name: ' Sabine, Schulze'
last_name: ' Sabine'
- first_name: Stu{\ss}
full_name: Valentina, Stu{\ss}
last_name: Valentina
citation:
ama: 'Geierhos M, Baeumer Frederik Simon , Sabine S, Valentina S. Filtering Reviews
by Random Individual Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. Current
Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science.
Vol 9101. Lecture Notes in Computer Science. Springer International Publishing
Switzerland; 2015:305-315.'
apa: Geierhos, M., Baeumer, Frederik Simon , Sabine, S., & Valentina, S.
(2015). Filtering Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H.
Lee, J. Kim, & Y. Kim (Eds.), Current Approaches in Applied Artificial
Intelligence, Lecture Notes in Computer Science (Vol. 9101, pp. 305–315).
Springer International Publishing Switzerland.
bibtex: '@inbook{Geierhos_ Baeumer_ Sabine_Valentina_2015, place={Switzerland},
series={Lecture Notes in Computer Science}, title={Filtering Reviews by Random
Individual Error}, volume={9101}, booktitle={Current Approaches in Applied Artificial
Intelligence, Lecture Notes in Computer Science}, publisher={Springer International
Publishing Switzerland}, author={Geierhos, Michaela and Baeumer, Frederik Simon and Sabine,
Schulze and Valentina, Stu{\ss}}, editor={Ali, Moonis and Kwon, Young Sig and
Lee, Chang-Hwan and Kim, Juntae and Kim, Yongdai}, year={2015}, pages={305–315},
collection={Lecture Notes in Computer Science} }'
chicago: 'Geierhos, Michaela, Frederik Simon Baeumer, Schulze Sabine, and Stu{\ss}
Valentina. “Filtering Reviews by Random Individual Error.” In Current Approaches
in Applied Artificial Intelligence, Lecture Notes in Computer Science, edited
by Moonis Ali, Young Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim,
9101:305–15. Lecture Notes in Computer Science. Switzerland: Springer International
Publishing Switzerland, 2015.'
ieee: 'M. Geierhos, Frederik Simon Baeumer, S. Sabine, and S. Valentina, “Filtering
Reviews by Random Individual Error,” in Current Approaches in Applied Artificial
Intelligence, Lecture Notes in Computer Science, vol. 9101, M. Ali, Y. S.
Kwon, C.-H. Lee, J. Kim, and Y. Kim, Eds. Switzerland: Springer International
Publishing Switzerland, 2015, pp. 305–315.'
mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.”
Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer
Science, edited by Moonis Ali et al., vol. 9101, Springer International Publishing
Switzerland, 2015, pp. 305–15.
short: 'M. Geierhos, Frederik Simon Baeumer, S. Sabine, S. Valentina, in: M.
Ali, Y.S. Kwon, C.-H. Lee, J. Kim, Y. Kim (Eds.), Current Approaches in Applied
Artificial Intelligence, Lecture Notes in Computer Science, Springer International
Publishing Switzerland, Switzerland, 2015, pp. 305–315.'
date_created: 2021-10-05T00:20:17Z
date_updated: 2022-01-06T06:57:04Z
department:
- _id: '671'
editor:
- first_name: Moonis
full_name: Ali, Moonis
last_name: Ali
- first_name: 'Young Sig '
full_name: 'Kwon, Young Sig '
last_name: Kwon
- first_name: 'Chang-Hwan '
full_name: 'Lee, Chang-Hwan '
last_name: Lee
- first_name: Juntae
full_name: Kim, Juntae
last_name: Kim
- first_name: Yongdai
full_name: ' Kim, Yongdai'
last_name: ' Kim'
intvolume: ' 9101'
language:
- iso: eng
page: 305-315
place: Switzerland
publication: Current Approaches in Applied Artificial Intelligence, Lecture Notes
in Computer Science
publication_identifier:
isbn:
- 978-3-319-19065-5
publication_status: published
publisher: Springer International Publishing Switzerland
series_title: Lecture Notes in Computer Science
status: public
title: Filtering Reviews by Random Individual Error
type: book_chapter
user_id: '71124'
volume: 9101
year: '2015'
...
---
_id: '25414'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: ' Frederik Simon '
full_name: 'Baeumer, Frederik Simon '
last_name: Baeumer
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
- first_name: ' Valentina'
full_name: Stu{\ss}, Valentina
last_name: Stu{\ss}
citation:
ama: 'Geierhos M, Baeumer Frederik Simon , Schulze S, Stu{\ss} Valentina. I grade
what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews.
In: ECIS 2015 Completed Research Papers. ; 2015.'
apa: Geierhos, M., Baeumer, Frederik Simon , Schulze, S., & Stu{\ss}, Valentina.
(2015). I grade what I get but write what I think." Inconsistency Analysis in
Patients‘ Reviews. ECIS 2015 Completed Research Papers.
bibtex: '@inproceedings{Geierhos_Baeumer_Schulze_Stu{\ss}_2015, title={I grade what
I get but write what I think." Inconsistency Analysis in Patients‘ Reviews}, booktitle={ECIS
2015 Completed Research Papers}, author={Geierhos, Michaela and Baeumer, Frederik
Simon and Schulze, Sabine and Stu{\ss}, Valentina}, year={2015} }'
chicago: Geierhos, Michaela, Frederik Simon Baeumer, Sabine Schulze, and Valentina
Stu{\ss}. “I Grade What I Get but Write What I Think." Inconsistency Analysis
in Patients‘ Reviews.” In ECIS 2015 Completed Research Papers, 2015.
ieee: M. Geierhos, Frederik Simon Baeumer, S. Schulze, and Valentina Stu{\ss},
“I grade what I get but write what I think." Inconsistency Analysis in Patients‘
Reviews,” 2015.
mla: Geierhos, Michaela, et al. “I Grade What I Get but Write What I Think." Inconsistency
Analysis in Patients‘ Reviews.” ECIS 2015 Completed Research Papers, 2015.
short: 'M. Geierhos, Frederik Simon Baeumer, S. Schulze, Valentina Stu{\ss},
in: ECIS 2015 Completed Research Papers, 2015.'
date_created: 2021-10-05T00:32:16Z
date_updated: 2022-01-06T06:57:04Z
department:
- _id: '671'
language:
- iso: eng
publication: ECIS 2015 Completed Research Papers
publication_status: published
status: public
title: I grade what I get but write what I think." Inconsistency Analysis in Patients‘
Reviews
type: conference
user_id: '71124'
year: '2015'
...
---
_id: '25587'
alternative_title:
- Book of Abstracts der DHd-Tagung 2015
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Valentina
full_name: Stu{\ss}, Valentina
last_name: Stu{\ss}
citation:
ama: 'Geierhos M, Stu{\ss} V. Identifikation kognitiver Effekte in Online-Bewertungen.
In: ; 2015:239-243.'
apa: Geierhos, M., & Stu{\ss}, V. (2015). Identifikation kognitiver Effekte
in Online-Bewertungen. 239–243.
bibtex: '@inproceedings{Geierhos_Stu{\ss}_2015, place={Graz}, title={Identifikation
kognitiver Effekte in Online-Bewertungen}, author={Geierhos, Michaela and Stu{\ss},
Valentina}, year={2015}, pages={239–243} }'
chicago: Geierhos, Michaela, and Valentina Stu{\ss}. “Identifikation Kognitiver
Effekte in Online-Bewertungen,” 239–43. Graz, 2015.
ieee: M. Geierhos and V. Stu{\ss}, “Identifikation kognitiver Effekte in Online-Bewertungen,”
2015, pp. 239–243.
mla: Geierhos, Michaela, and Valentina Stu{\ss}. Identifikation Kognitiver Effekte
in Online-Bewertungen. 2015, pp. 239–43.
short: 'M. Geierhos, V. Stu{\ss}, in: Graz, 2015, pp. 239–243.'
date_created: 2021-10-06T15:09:43Z
date_updated: 2022-01-06T06:57:07Z
department:
- _id: '671'
language:
- iso: eng
page: 239-243
place: Graz
publication_status: published
status: public
title: Identifikation kognitiver Effekte in Online-Bewertungen
type: conference
user_id: '71124'
year: '2015'
...
---
_id: '25588'
alternative_title:
- Book of Abstracts of the DHd Conference 2015
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
full_name: Baeumer, Frederik Simon
last_name: Baeumer
citation:
ama: 'Geierhos M, Baeumer FS. Second-hand experience reports: Findings {\ "about
the authorship of doctor reviews in online portals. In: ; 2015:69-72.'
apa: 'Geierhos, M., & Baeumer, F. S. (2015). Second-hand experience reports:
Findings {\ "about the authorship of doctor reviews in online portals. 69–72.'
bibtex: '@inproceedings{Geierhos_Baeumer_2015, place={Graz}, title={Second-hand
experience reports: Findings {\ "about the authorship of doctor reviews in online
portals}, author={Geierhos, Michaela and Baeumer, Frederik Simon}, year={2015},
pages={69–72} }'
chicago: 'Geierhos, Michaela, and Frederik Simon Baeumer. “Second-Hand Experience
Reports: Findings {\ "about the Authorship of Doctor Reviews in Online Portals,”
69–72. Graz, 2015.'
ieee: 'M. Geierhos and F. S. Baeumer, “Second-hand experience reports: Findings
{\ "about the authorship of doctor reviews in online portals,” 2015, pp. 69–72.'
mla: 'Geierhos, Michaela, and Frederik Simon Baeumer. Second-Hand Experience
Reports: Findings {\ "about the Authorship of Doctor Reviews in Online Portals.
2015, pp. 69–72.'
short: 'M. Geierhos, F.S. Baeumer, in: Graz, 2015, pp. 69–72.'
date_created: 2021-10-06T15:12:49Z
date_updated: 2022-01-06T06:57:07Z
department:
- _id: '671'
language:
- iso: eng
page: 69-72
place: Graz
publication_status: published
status: public
title: 'Second-hand experience reports: Findings {\ "about the authorship of doctor
reviews in online portals'
type: conference
user_id: '71124'
year: '2015'
...
---
_id: '25589'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: ' Schulze, Sabine'
last_name: ' Schulze'
- first_name: ' Frederik Simon'
full_name: Baeumer, Frederik Simon
last_name: Baeumer
citation:
ama: 'Geierhos M, Schulze S, Baeumer Frederik Simon. What did you mean? Facing
the Challenges of User-generated Software Requirements. In: Proceedings of
the 7th International Conference on Agents and Artificial Intelligence. ;
2015:277-283.'
apa: Geierhos, M., Schulze, S., & Baeumer, Frederik Simon. (2015). What did
you mean? Facing the Challenges of User-generated Software Requirements. Proceedings
of the 7th International Conference on Agents and Artificial Intelligence,
277–283.
bibtex: '@inproceedings{Geierhos_ Schulze_Baeumer_2015, place={Lissabon}, title={What
did you mean? Facing the Challenges of User-generated Software Requirements},
booktitle={Proceedings of the 7th International Conference on Agents and Artificial
Intelligence}, author={Geierhos, Michaela and Schulze, Sabine and Baeumer, Frederik
Simon}, year={2015}, pages={277–283} }'
chicago: Geierhos, Michaela, Sabine Schulze, and Frederik Simon Baeumer. “What
Did You Mean? Facing the Challenges of User-Generated Software Requirements.”
In Proceedings of the 7th International Conference on Agents and Artificial
Intelligence, 277–83. Lissabon, 2015.
ieee: M. Geierhos, S. Schulze, and Frederik Simon Baeumer, “What did you mean?
Facing the Challenges of User-generated Software Requirements,” in Proceedings
of the 7th International Conference on Agents and Artificial Intelligence,
2015, pp. 277–283.
mla: Geierhos, Michaela, et al. “What Did You Mean? Facing the Challenges of User-Generated
Software Requirements.” Proceedings of the 7th International Conference on
Agents and Artificial Intelligence, 2015, pp. 277–83.
short: 'M. Geierhos, S. Schulze, Frederik Simon Baeumer, in: Proceedings of the
7th International Conference on Agents and Artificial Intelligence, Lissabon,
2015, pp. 277–283.'
conference:
end_date: 2015-01-12
start_date: 2015-01-10
date_created: 2021-10-06T15:19:55Z
date_updated: 2022-01-06T06:57:07Z
department:
- _id: '671'
language:
- iso: eng
page: 277-283
place: Lissabon
publication: Proceedings of the 7th International Conference on Agents and Artificial
Intelligence
publication_identifier:
isbn:
- ' 978-989-758-073-4'
publication_status: published
status: public
title: What did you mean? Facing the Challenges of User-generated Software Requirements
type: conference
user_id: '71124'
year: '2015'
...
---
_id: '25593'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
citation:
ama: 'Geierhos M, Schulze S. The satisfied patient 2.0: Analysis of anonymous doctor
reviews to generate a patient mood. ForschungsForum Paderborn. 2015;18:14-19.'
apa: 'Geierhos, M., & Schulze, S. (2015). The satisfied patient 2.0: Analysis
of anonymous doctor reviews to generate a patient mood. ForschungsForum Paderborn,
18, 14–19.'
bibtex: '@article{Geierhos_Schulze_2015, title={The satisfied patient 2.0: Analysis
of anonymous doctor reviews to generate a patient mood}, volume={18}, journal={ForschungsForum
Paderborn}, author={Geierhos, Michaela and Schulze, Sabine}, year={2015}, pages={14–19}
}'
chicago: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis
of Anonymous Doctor Reviews to Generate a Patient Mood.” ForschungsForum Paderborn
18 (2015): 14–19.'
ieee: 'M. Geierhos and S. Schulze, “The satisfied patient 2.0: Analysis of anonymous
doctor reviews to generate a patient mood,” ForschungsForum Paderborn,
vol. 18, pp. 14–19, 2015.'
mla: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis
of Anonymous Doctor Reviews to Generate a Patient Mood.” ForschungsForum Paderborn,
vol. 18, 2015, pp. 14–19.'
short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19.
date_created: 2021-10-06T15:42:09Z
date_updated: 2022-01-06T06:57:07Z
department:
- _id: '671'
intvolume: ' 18'
language:
- iso: eng
page: 14-19
publication: ForschungsForum Paderborn
publication_status: published
status: public
title: 'The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate
a patient mood'
type: journal_article
user_id: '71124'
volume: 18
year: '2015'
...
---
_id: '25594'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
citation:
ama: 'Geierhos M, Schulze S. The Satisfied Patient 2.0: Analysis of anonymous doctor
ratings to gain insight into patient sentimen. ForschungsForum Paderborn.
2015;18:14-19.'
apa: 'Geierhos, M., & Schulze, S. (2015). The Satisfied Patient 2.0: Analysis
of anonymous doctor ratings to gain insight into patient sentimen. ForschungsForum
Paderborn, 18, 14–19.'
bibtex: '@article{Geierhos_Schulze_2015, title={The Satisfied Patient 2.0: Analysis
of anonymous doctor ratings to gain insight into patient sentimen}, volume={18},
journal={ForschungsForum Paderborn}, author={Geierhos, Michaela and Schulze, Sabine},
year={2015}, pages={14–19} }'
chicago: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis
of Anonymous Doctor Ratings to Gain Insight into Patient Sentimen.” ForschungsForum
Paderborn 18 (2015): 14–19.'
ieee: 'M. Geierhos and S. Schulze, “The Satisfied Patient 2.0: Analysis of anonymous
doctor ratings to gain insight into patient sentimen,” ForschungsForum Paderborn,
vol. 18, pp. 14–19, 2015.'
mla: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis
of Anonymous Doctor Ratings to Gain Insight into Patient Sentimen.” ForschungsForum
Paderborn, vol. 18, 2015, pp. 14–19.'
short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19.
date_created: 2021-10-06T15:45:26Z
date_updated: 2022-01-06T06:57:07Z
department:
- _id: '671'
intvolume: ' 18'
language:
- iso: eng
page: 14-19
publication: ForschungsForum Paderborn
publication_status: published
status: public
title: 'The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight
into patient sentimen'
type: journal_article
user_id: '71124'
volume: 18
year: '2015'
...
---
_id: '293'
abstract:
- lang: eng
text: Opinion mining from physician rating websites depends on the quality of the
extracted information. Sometimes reviews are user-error prone and the assigned
stars or grades contradict the associated content. We therefore aim at detecting
random individual error within reviews. Such errors comprise the disagreement
in polarity of review texts and the respective ratings. The challenges that thereby
arise are (1) the content and sentiment analysis of the review texts and (2) the
removal of the random individual errors contained therein. To solve these tasks,
we assign polarities to automatically recognized opinion phrases in reviews and
then check for divergence in rating and text polarity. The novelty of our approach
is that we improve user-generated data quality by excluding error-prone reviews
on German physician websites from average ratings.
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
- first_name: Valentina
full_name: Stuß, Valentina
last_name: Stuß
citation:
ama: 'Geierhos M, Bäumer FS, Schulze S, Stuß V. Filtering Reviews by Random Individual
Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. Proceedings of the 28th
International Conference on Industrial, Engineering and Other Applications of
Applied Intelligent Systems (IEA/AIE 2015). Vol 9101. Lecture Notes in Artificial
Intelligence. Cham, Switzerland: Springer; 2015:305-315. doi:10.1007/978-3-319-19066-2_30'
apa: 'Geierhos, M., Bäumer, F. S., Schulze, S., & Stuß, V. (2015). Filtering
Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim,
& Y. Kim (Eds.), Proceedings of the 28th International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)
(Vol. 9101, pp. 305–315). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-19066-2_30'
bibtex: '@inbook{Geierhos_Bäumer_Schulze_Stuß_2015, place={Cham, Switzerland}, series={Lecture
Notes in Artificial Intelligence}, title={Filtering Reviews by Random Individual
Error}, volume={9101}, DOI={10.1007/978-3-319-19066-2_30},
booktitle={Proceedings of the 28th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)}, publisher={Springer},
author={Geierhos, Michaela and Bäumer, Frederik Simon and Schulze, Sabine and
Stuß, Valentina}, editor={Ali, Moonis and Kwon, Young Sig and Lee, Chang-Hwan
and Kim, Juntae and Kim, Yongdai Editors}, year={2015}, pages={305–315}, collection={Lecture
Notes in Artificial Intelligence} }'
chicago: 'Geierhos, Michaela, Frederik Simon Bäumer, Sabine Schulze, and Valentina
Stuß. “Filtering Reviews by Random Individual Error.” In Proceedings of the
28th International Conference on Industrial, Engineering and Other Applications
of Applied Intelligent Systems (IEA/AIE 2015), edited by Moonis Ali, Young
Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim, 9101:305–15. Lecture
Notes in Artificial Intelligence. Cham, Switzerland: Springer, 2015. https://doi.org/10.1007/978-3-319-19066-2_30.'
ieee: 'M. Geierhos, F. S. Bäumer, S. Schulze, and V. Stuß, “Filtering Reviews by
Random Individual Error,” in Proceedings of the 28th International Conference
on Industrial, Engineering and Other Applications of Applied Intelligent Systems
(IEA/AIE 2015), vol. 9101, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim,
Eds. Cham, Switzerland: Springer, 2015, pp. 305–315.'
mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.”
Proceedings of the 28th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), edited
by Moonis Ali et al., vol. 9101, Springer, 2015, pp. 305–15, doi:10.1007/978-3-319-19066-2_30.
short: 'M. Geierhos, F.S. Bäumer, S. Schulze, V. Stuß, in: M. Ali, Y.S. Kwon, C.-H.
Lee, J. Kim, Y. Kim (Eds.), Proceedings of the 28th International Conference on
Industrial, Engineering and Other Applications of Applied Intelligent Systems
(IEA/AIE 2015), Springer, Cham, Switzerland, 2015, pp. 305–315.'
conference:
end_date: 2015-06-12
location: Seoul, South Korea
name: 28th International Conference on Industrial, Engineering and Other Applications
of Applied Intelligent Systems (IEA/AIE 2015)
start_date: 2015-06-10
date_created: 2017-10-17T12:41:49Z
date_updated: 2022-01-06T06:58:47Z
ddc:
- '040'
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.1007/978-3-319-19066-2_30
editor:
- first_name: 'Moonis '
full_name: 'Ali, Moonis '
last_name: Ali
- first_name: Young Sig
full_name: Kwon, Young Sig
last_name: Kwon
- first_name: Chang-Hwan
full_name: Lee, Chang-Hwan
last_name: Lee
- first_name: 'Juntae '
full_name: 'Kim, Juntae '
last_name: Kim
- first_name: 'Yongdai '
full_name: 'Kim, Yongdai '
last_name: Kim
file:
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content_type: application/pdf
creator: florida
date_created: 2018-03-21T09:21:30Z
date_updated: 2018-03-21T09:21:30Z
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file_name: 293-IEA_AIE2015.pdf
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file_date_updated: 2018-03-21T09:21:30Z
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intvolume: ' 9101'
language:
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page: 305-315
place: Cham, Switzerland
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '9'
name: SFB 901 - Subproject B1
publication: Proceedings of the 28th International Conference on Industrial, Engineering
and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)
publication_identifier:
eisbn:
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isbn:
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publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: Lecture Notes in Artificial Intelligence
status: public
title: Filtering Reviews by Random Individual Error
type: book_chapter
user_id: '42496'
volume: 9101
year: '2015'
...
---
_id: '1141'
author:
- first_name: Valentina
full_name: Stuß, Valentina
last_name: Stuß
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
citation:
ama: 'Stuß V, Geierhos M. Identifikation kognitiver Effekte in Online-Bewertungen.
In: DHd 2015: Book of Abstracts. Graz, Austria: ZIM-ACDH; 2015:239-243.'
apa: 'Stuß, V., & Geierhos, M. (2015). Identifikation kognitiver Effekte in
Online-Bewertungen. In DHd 2015: Book of Abstracts (pp. 239–243). Graz,
Austria: ZIM-ACDH.'
bibtex: '@inproceedings{Stuß_Geierhos_2015, place={Graz, Austria}, title={Identifikation
kognitiver Effekte in Online-Bewertungen}, booktitle={DHd 2015: Book of Abstracts},
publisher={ZIM-ACDH}, author={Stuß, Valentina and Geierhos, Michaela}, year={2015},
pages={239–243} }'
chicago: 'Stuß, Valentina, and Michaela Geierhos. “Identifikation kognitiver Effekte
in Online-Bewertungen.” In DHd 2015: Book of Abstracts, 239–43. Graz, Austria:
ZIM-ACDH, 2015.'
ieee: 'V. Stuß and M. Geierhos, “Identifikation kognitiver Effekte in Online-Bewertungen,”
in DHd 2015: Book of Abstracts, Graz, Austria, 2015, pp. 239–243.'
mla: 'Stuß, Valentina, and Michaela Geierhos. “Identifikation kognitiver Effekte
in Online-Bewertungen.” DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp.
239–43.'
short: 'V. Stuß, M. Geierhos, in: DHd 2015: Book of Abstracts, ZIM-ACDH, Graz, Austria,
2015, pp. 239–243.'
conference:
end_date: 2015-02-27
location: Graz, Austria
name: DHd-Tagung 2015
start_date: 2015-02-23
date_created: 2018-01-31T09:40:04Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
language:
- iso: ger
page: 239-243
place: Graz, Austria
publication: 'DHd 2015: Book of Abstracts'
publication_status: published
publisher: ZIM-ACDH
quality_controlled: '1'
status: public
title: Identifikation kognitiver Effekte in Online-Bewertungen
type: conference
user_id: '42496'
year: '2015'
...
---
_id: '1142'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
citation:
ama: 'Geierhos M, Bäumer FS. Erfahrungsberichte aus zweiter Hand: Erkenntnisse über
die Autorschaft von Arztbewertungen in Online-Portalen. In: DHd 2015: Book
of Abstracts. Graz, Austria: ZIM-ACDH; 2015:69-72.'
apa: 'Geierhos, M., & Bäumer, F. S. (2015). Erfahrungsberichte aus zweiter Hand:
Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen. In DHd
2015: Book of Abstracts (pp. 69–72). Graz, Austria: ZIM-ACDH.'
bibtex: '@inproceedings{Geierhos_Bäumer_2015, place={Graz, Austria}, title={Erfahrungsberichte
aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen},
booktitle={DHd 2015: Book of Abstracts}, publisher={ZIM-ACDH}, author={Geierhos,
Michaela and Bäumer, Frederik Simon}, year={2015}, pages={69–72} }'
chicago: 'Geierhos, Michaela, and Frederik Simon Bäumer. “Erfahrungsberichte aus
zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.”
In DHd 2015: Book of Abstracts, 69–72. Graz, Austria: ZIM-ACDH, 2015.'
ieee: 'M. Geierhos and F. S. Bäumer, “Erfahrungsberichte aus zweiter Hand: Erkenntnisse
über die Autorschaft von Arztbewertungen in Online-Portalen,” in DHd 2015:
Book of Abstracts, Graz, Austria, 2015, pp. 69–72.'
mla: 'Geierhos, Michaela, and Frederik Simon Bäumer. “Erfahrungsberichte aus zweiter
Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.”
DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp. 69–72.'
short: 'M. Geierhos, F.S. Bäumer, in: DHd 2015: Book of Abstracts, ZIM-ACDH, Graz,
Austria, 2015, pp. 69–72.'
conference:
end_date: 2015-02-27
location: Graz, Austria
name: DHd-Tagung 2015
start_date: 2015-02-23
date_created: 2018-01-31T09:49:57Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://www.researchgate.net/publication/276285231_Erfahrungsberichte_aus_zweiter_Hand_Erkenntnisse_uber_die_Autorschaft_von_Arztbewertungen_in_Online-Portalen
oa: '1'
page: 69-72
place: Graz, Austria
publication: 'DHd 2015: Book of Abstracts'
publication_status: published
publisher: ZIM-ACDH
quality_controlled: '1'
status: public
title: 'Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von
Arztbewertungen in Online-Portalen'
type: conference
user_id: '13929'
year: '2015'
...
---
_id: '1143'
abstract:
- lang: ger
text: Der Erfahrungsaustausch zwischen Patienten findet heutzutage zunehmend im
Internet statt. Bewertungsportale wie jameda, DocInsider oder imedo.de bieten
Patienten und deren Angehörigen die Möglichkeit, anonym Beschwerden zu äußern
oder Weiterempfehlungen auszusprechen. Gleichzeitig ermöglichen diese hunderttausend
Individualerfahrungen die Erhebung der Patientenzufriedenheit sowie die Überprüfung
bestehender Gerüchte, wie z. B. dass Privatpatienten schneller einen Arzttermin
bekommen und weniger Zeit im Wartezimmer verbringen. Die Analyse anonymer Online-Arztbewertungen
kann nur dann erfolgreich sein, wenn bei der Interpretation der Patientenerfahrungsberichte
berücksichtigt wird, dass behandlungsqualitätsunabhängige Faktoren Auswirkungen
auf die subjektive Bewertung und das Beschwerdeverhalten haben. Ein neuer Ansatz
ist daher, bedeutende Indikatoren für die Patientenzufriedenheit im Web 2.0 zur
Generierung eines detaillierten Erfahrungs- und Patientenstimmungsbildes unter
Berücksichtigung demographischer und regionaler Einflüsse zu ermitteln.
article_type: original
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
citation:
ama: 'Geierhos M, Schulze S. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen
zur Generierung eines Patientenstimmungsbildes. ForschungsForum Paderborn.
2015;18:14-19.'
apa: 'Geierhos, M., & Schulze, S. (2015). Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes. ForschungsForum
Paderborn, 18, 14–19.'
bibtex: '@article{Geierhos_Schulze_2015, title={Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes}, volume={18},
journal={ForschungsForum Paderborn}, publisher={Universität Paderbon}, author={Geierhos,
Michaela and Schulze, Sabine}, year={2015}, pages={14–19} }'
chicago: 'Geierhos, Michaela, and Sabine Schulze. “Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes.” ForschungsForum
Paderborn 18 (2015): 14–19.'
ieee: 'M. Geierhos and S. Schulze, “Der zufriedene Patient 2.0: Analyse anonymer
Arztbewertungen zur Generierung eines Patientenstimmungsbildes,” ForschungsForum
Paderborn, vol. 18, pp. 14–19, 2015.'
mla: 'Geierhos, Michaela, and Sabine Schulze. “Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes.” ForschungsForum
Paderborn, vol. 18, Universität Paderbon, 2015, pp. 14–19.'
short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19.
date_created: 2018-01-31T09:53:17Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
intvolume: ' 18'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://digital.ub.uni-paderborn.de/download/pdf/2910122?name=2015
oa: '1'
page: 14-19
publication: ForschungsForum Paderborn
publication_status: published
publisher: Universität Paderbon
quality_controlled: '1'
status: public
title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung
eines Patientenstimmungsbildes'
type: journal_article
user_id: '13929'
volume: 18
year: '2015'
...
---
_id: '1144'
abstract:
- lang: eng
text: "Adopting the concept of “Local Grammars” (M. Gross), which were successfully
applied in practice by (Geierhos, 2010) to biographical information extraction
in English our project aims to detect, encode, and finally visualize relations
between persons. Our corpus consists of the digitised biographical lexicon “Neue
Deutsche Biographie (NDB)”, roughly 21.000 biographies in 25 volumes in print
since 1953. We developed local grammars and suitable dictionaries to describe
interpersonal relations and applied them to the corpus with Unitex 3.1. The local
grammars were designed to integrate existing TEI-XML structures in the corpus.
Using the ability of local grammars in Unitex to act as transducers we were able
to produce XML-Tags and encode semantic information. Based on grammars for personal
names and places we described interpersonal relations like to study, predecessors
and successors as well as friends and circles. Afterwards we\r\nidentified persons
(as given in the authority file or index). Finally we displayed relations on our
website in an interactive and dynamic way. Utilizing the Javascript library D3.js
we represented named relations between identified individuals as ego centred network
graphs."
author:
- first_name: Sophia
full_name: Stotz, Sophia
last_name: Stotz
- first_name: Valentina
full_name: Stuß, Valentina
last_name: Stuß
- first_name: Matthias
full_name: Reinert , Matthias
last_name: 'Reinert '
- first_name: Maximilian
full_name: Schrott, Maximilian
last_name: Schrott
citation:
ama: 'Stotz S, Stuß V, Reinert M, Schrott M. Interpersonal relations in biographical
dictionaries. A case study. In: ter Braake S, Fokkens A, Sluijter R, Declerck
T, Wandl-Vogt E, eds. Proceedings of the First Conference on Biographical Data
in a Digital World 2015. Vol 1399. CEUR Workshop Proceedings. CEUR-WS.org;
2015:74-80.'
apa: 'Stotz, S., Stuß, V., Reinert , M., & Schrott, M. (2015). Interpersonal
relations in biographical dictionaries. A case study. In S. ter Braake, A. Fokkens,
R. Sluijter, T. Declerck, & E. Wandl-Vogt (Eds.), Proceedings of the First
Conference on Biographical Data in a Digital World 2015 (Vol. 1399, pp. 74–80).
Amsterdam, Netherlands: CEUR-WS.org.'
bibtex: '@inproceedings{Stotz_Stuß_Reinert _Schrott_2015, series={CEUR Workshop
Proceedings}, title={Interpersonal relations in biographical dictionaries. A case
study}, volume={1399}, booktitle={Proceedings of the First Conference on Biographical
Data in a Digital World 2015}, publisher={CEUR-WS.org}, author={Stotz, Sophia
and Stuß, Valentina and Reinert , Matthias and Schrott, Maximilian}, editor={ter
Braake, Serge and Fokkens, Antske and Sluijter, Ronald and Declerck, Thierry and
Wandl-Vogt, EvelineEditors}, year={2015}, pages={74–80}, collection={CEUR Workshop
Proceedings} }'
chicago: Stotz, Sophia, Valentina Stuß, Matthias Reinert , and Maximilian Schrott.
“Interpersonal Relations in Biographical Dictionaries. A Case Study.” In Proceedings
of the First Conference on Biographical Data in a Digital World 2015, edited
by Serge ter Braake, Antske Fokkens, Ronald Sluijter, Thierry Declerck, and Eveline
Wandl-Vogt, 1399:74–80. CEUR Workshop Proceedings. CEUR-WS.org, 2015.
ieee: S. Stotz, V. Stuß, M. Reinert , and M. Schrott, “Interpersonal relations in
biographical dictionaries. A case study,” in Proceedings of the First Conference
on Biographical Data in a Digital World 2015, Amsterdam, Netherlands, 2015,
vol. 1399, pp. 74–80.
mla: Stotz, Sophia, et al. “Interpersonal Relations in Biographical Dictionaries.
A Case Study.” Proceedings of the First Conference on Biographical Data in
a Digital World 2015, edited by Serge ter Braake et al., vol. 1399, CEUR-WS.org,
2015, pp. 74–80.
short: 'S. Stotz, V. Stuß, M. Reinert , M. Schrott, in: S. ter Braake, A. Fokkens,
R. Sluijter, T. Declerck, E. Wandl-Vogt (Eds.), Proceedings of the First Conference
on Biographical Data in a Digital World 2015, CEUR-WS.org, 2015, pp. 74–80.'
conference:
end_date: 2015-04-09
location: Amsterdam, Netherlands
name: Biographical Data in a Digital World 2015 (BD 2015)
start_date: 2015-04-09
date_created: 2018-01-31T10:10:18Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
editor:
- first_name: Serge
full_name: ter Braake, Serge
last_name: ter Braake
- first_name: Antske
full_name: Fokkens, Antske
last_name: Fokkens
- first_name: Ronald
full_name: Sluijter, Ronald
last_name: Sluijter
- first_name: Thierry
full_name: Declerck, Thierry
last_name: Declerck
- first_name: Eveline
full_name: Wandl-Vogt, Eveline
last_name: Wandl-Vogt
intvolume: ' 1399'
keyword:
- Local Grammar
- Relation Extraction
- Visualisation
language:
- iso: eng
page: 74-80
publication: Proceedings of the First Conference on Biographical Data in a Digital
World 2015
publication_identifier:
issn:
- '16130073'
publication_status: published
publisher: CEUR-WS.org
series_title: CEUR Workshop Proceedings
status: public
title: Interpersonal relations in biographical dictionaries. A case study
type: conference
user_id: '13929'
volume: 1399
year: '2015'
...
---
_id: '1145'
abstract:
- lang: eng
text: 'Received medical services are increasingly discussed and recommended on physician
rating websites (PRWs). The reviews and ratings on these platforms are valuable
sources of information for patient opinion mining. In this paper, we have tackled
three issues that come along with inconsistency analysis on PRWs: (1) Natural
language processing of user-generated reviews, (2) the disagreement in polarity
of review text and its corresponding numerical ratings (individual inconsistency)
and (3) the differences in patients’ rating behavior for the same service category
(e.g. ‘treatment’) expressed by varying grades on the entire data set (collective
inconsistency). Thus, the basic idea is first to identify relevant opinion phrases
that describe service categories and to determine their polarity. Subsequently,
the particular phrase has to be assigned to its corresponding numerical rating
category before checking the (dis-)agreement of polarity values. For this purpose,
several local grammars for the pattern-based analysis as well as domain-specific
dictionaries for the recognition of entities, aspects and polarity were applied
on 593,633 physician reviews from both German PRWs jameda.de and docinsider.de.
Furthermore, our research contributes to content quality improvement of PRWs because
we provide a technique to detect inconsistent reviews that could be ignored for
the computation of average ratings.'
article_number: '55'
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
- first_name: Valentina
full_name: Stuß, Valentina
last_name: Stuß
citation:
ama: 'Geierhos M, Bäumer FS, Schulze S, Stuß V. “I grade what I get but write what
I think.” Inconsistency Analysis in Patients’ Reviews. In: ECIS 2015 Completed
Research Papers. New York, NY, USA: Elsevier; 2015. doi:10.18151/7217324'
apa: 'Geierhos, M., Bäumer, F. S., Schulze, S., & Stuß, V. (2015). “I grade
what I get but write what I think.” Inconsistency Analysis in Patients’ Reviews.
In ECIS 2015 Completed Research Papers. New York, NY, USA: Elsevier. https://doi.org/10.18151/7217324'
bibtex: '@inproceedings{Geierhos_Bäumer_Schulze_Stuß_2015, place={New York, NY,
USA}, title={“I grade what I get but write what I think.” Inconsistency Analysis
in Patients’ Reviews}, DOI={10.18151/7217324},
number={55}, booktitle={ECIS 2015 Completed Research Papers}, publisher={Elsevier},
author={Geierhos, Michaela and Bäumer, Frederik Simon and Schulze, Sabine and
Stuß, Valentina}, year={2015} }'
chicago: 'Geierhos, Michaela, Frederik Simon Bäumer, Sabine Schulze, and Valentina
Stuß. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in
Patients’ Reviews.” In ECIS 2015 Completed Research Papers. New York, NY,
USA: Elsevier, 2015. https://doi.org/10.18151/7217324.'
ieee: M. Geierhos, F. S. Bäumer, S. Schulze, and V. Stuß, “‘I grade what I get but
write what I think.’ Inconsistency Analysis in Patients’ Reviews,” in ECIS
2015 Completed Research Papers, Münster, Germany, 2015.
mla: Geierhos, Michaela, et al. “‘I Grade What I Get but Write What I Think.’ Inconsistency
Analysis in Patients’ Reviews.” ECIS 2015 Completed Research Papers, 55,
Elsevier, 2015, doi:10.18151/7217324.
short: 'M. Geierhos, F.S. Bäumer, S. Schulze, V. Stuß, in: ECIS 2015 Completed Research
Papers, Elsevier, New York, NY, USA, 2015.'
conference:
end_date: 2015-05-29
location: Münster, Germany
name: 23rd European Conference on Information Systems (ECIS 2015)
start_date: 2015-05-26
date_created: 2018-01-31T10:25:51Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.18151/7217324
language:
- iso: eng
place: New York, NY, USA
publication: ECIS 2015 Completed Research Papers
publication_identifier:
isbn:
- '9783000502842'
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: '"I grade what I get but write what I think." Inconsistency Analysis in Patients''
Reviews'
type: conference
user_id: '42496'
year: '2015'
...
---
_id: '1147'
abstract:
- lang: ger
text: Der Erfahrungsaustausch zwischen Patienten findet verstärkt über Arztbewertungsportale
statt. Dabei ermöglicht die Anonymität des Netzes ein weitestgehend ehrliches
Beschwerdeverhalten, von dem das sensible Arzt-Patienten-Vertrauensverhältnis
unbeschädigt bleibt. Im Rahmen des vorliegenden Beitrags wurden anonyme Arztbewertungen
im Web 2.0 automatisiert ausgewertet, um Einflussfaktoren auf das Beschwerdeverhalten
deutscher Patienten zu bestimmen und in der Gesellschaft vermeintlich etablierte
„Patienten-Mythen“ aufzuklären. Die Aufdeckung von Irrtümern und Zufriedenheitsindikatoren
soll längerfristig dazu dienen, Patientenäußerungen differenzierter zu interpretieren
und somit zu einer nachhaltigen Verbesserung der Arzt-Patienten-Beziehung beizutragen.
author:
- first_name: Michaela
full_name: Geierhos, Michaela
id: '42496'
last_name: Geierhos
orcid: 0000-0002-8180-5606
- first_name: Sabine
full_name: Schulze, Sabine
last_name: Schulze
- first_name: Frederik Simon
full_name: Bäumer, Frederik Simon
id: '38837'
last_name: Bäumer
citation:
ama: 'Geierhos M, Schulze S, Bäumer FS. Der zufriedene Patient 2.0: Analyse anonymer
Arztbewertungen im Web 2.0. Vol 3. Düsseldorf, Germany: Verbraucherzentrale
NRW/Kompetenzzentrum Verbraucherforschung NRW; 2015. doi:10.15501/kvfwp_3'
apa: 'Geierhos, M., Schulze, S., & Bäumer, F. S. (2015). Der zufriedene Patient
2.0: Analyse anonymer Arztbewertungen im Web 2.0 (Vol. 3). Düsseldorf, Germany:
Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW. https://doi.org/10.15501/kvfwp_3'
bibtex: '@book{Geierhos_Schulze_Bäumer_2015, place={Düsseldorf, Germany}, series={Working
Papers des KVF NRW}, title={Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen
im Web 2.0}, volume={3}, DOI={10.15501/kvfwp_3},
publisher={Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW},
author={Geierhos, Michaela and Schulze, Sabine and Bäumer, Frederik Simon}, year={2015},
collection={Working Papers des KVF NRW} }'
chicago: 'Geierhos, Michaela, Sabine Schulze, and Frederik Simon Bäumer. Der
zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol.
3. Working Papers des KVF NRW. Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum
Verbraucherforschung NRW, 2015. https://doi.org/10.15501/kvfwp_3.'
ieee: 'M. Geierhos, S. Schulze, and F. S. Bäumer, Der zufriedene Patient 2.0:
Analyse anonymer Arztbewertungen im Web 2.0, vol. 3. Düsseldorf, Germany:
Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, 2015.'
mla: 'Geierhos, Michaela, et al. Der zufriedene Patient 2.0: Analyse anonymer
Arztbewertungen im Web 2.0. Vol. 3, Verbraucherzentrale NRW/Kompetenzzentrum
Verbraucherforschung NRW, 2015, doi:10.15501/kvfwp_3.'
short: 'M. Geierhos, S. Schulze, F.S. Bäumer, Der zufriedene Patient 2.0: Analyse
anonymer Arztbewertungen im Web 2.0, Verbraucherzentrale NRW/Kompetenzzentrum
Verbraucherforschung NRW, Düsseldorf, Germany, 2015.'
date_created: 2018-01-31T11:22:27Z
date_updated: 2022-01-06T06:51:01Z
department:
- _id: '36'
- _id: '1'
- _id: '579'
doi: 10.15501/kvfwp_3
intvolume: ' 3'
language:
- iso: ger
page: '18'
place: Düsseldorf, Germany
publication_status: published
publisher: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW
series_title: Working Papers des KVF NRW
status: public
title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0'
type: working_paper
user_id: '42496'
volume: 3
year: '2015'
...