---
_id: '29306'
abstract:
- lang: eng
text: Recently, there has been a rising interest in sound recognition via Acoustic
Sensor Networks to support applications such as ambient assisted living or environmental
habitat monitoring. With state-of-the-art sound recognition being dominated by
deep-learning-based approaches, there is a high demand for labeled training data.
Despite the availability of large-scale data sets such as Google's AudioSet,
acquiring training data matching a certain application environment is still often
a problem. In this paper we are concerned with human activity monitoring in a
domestic environment using an ASN consisting of multiple nodes each providing
multichannel signals. We propose a self-training based domain adaptation approach,
which only requires unlabeled data from the target environment. Here, a sound
recognition system trained on AudioSet, the teacher, generates pseudo labels for
data from the target environment on which a student network is trained. The student
can furthermore glean information about the spatial arrangement of sensors and
sound sources to further improve classification performance. It is shown that the
student significantly improves recognition performance over the pre-trained teacher
without relying on labeled data from the environment the system is deployed in.
author:
- first_name: Janek
full_name: Ebbers, Janek
id: '34851'
last_name: Ebbers
- first_name: Moritz Curt
full_name: Keyser, Moritz Curt
last_name: Keyser
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Ebbers J, Keyser MC, Haeb-Umbach R. Adapting Sound Recognition to A New Environment
Via Self-Training. In: Proceedings of the 29th European Signal Processing Conference
(EUSIPCO). ; 2021:1135–1139.'
apa: Ebbers, J., Keyser, M. C., & Haeb-Umbach, R. (2021). Adapting Sound Recognition
to A New Environment Via Self-Training. Proceedings of the 29th European Signal
Processing Conference (EUSIPCO), 1135–1139.
bibtex: '@inproceedings{Ebbers_Keyser_Haeb-Umbach_2021, title={Adapting Sound Recognition
to A New Environment Via Self-Training}, booktitle={Proceedings of the 29th European
Signal Processing Conference (EUSIPCO)}, author={Ebbers, Janek and Keyser, Moritz
Curt and Haeb-Umbach, Reinhold}, year={2021}, pages={1135–1139} }'
chicago: Ebbers, Janek, Moritz Curt Keyser, and Reinhold Haeb-Umbach. “Adapting
Sound Recognition to A New Environment Via Self-Training.” In Proceedings of
the 29th European Signal Processing Conference (EUSIPCO), 1135–1139, 2021.
ieee: J. Ebbers, M. C. Keyser, and R. Haeb-Umbach, “Adapting Sound Recognition to
A New Environment Via Self-Training,” in Proceedings of the 29th European Signal
Processing Conference (EUSIPCO), 2021, pp. 1135–1139.
mla: Ebbers, Janek, et al. “Adapting Sound Recognition to A New Environment Via
Self-Training.” Proceedings of the 29th European Signal Processing Conference
(EUSIPCO), 2021, pp. 1135–1139.
short: 'J. Ebbers, M.C. Keyser, R. Haeb-Umbach, in: Proceedings of the 29th European
Signal Processing Conference (EUSIPCO), 2021, pp. 1135–1139.'
date_created: 2022-01-13T08:01:21Z
date_updated: 2023-11-22T08:28:50Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: ebbers
date_created: 2022-01-13T08:03:26Z
date_updated: 2022-01-13T08:19:35Z
file_id: '29307'
file_name: conference_101719.pdf
file_size: 213938
relation: main_file
file_date_updated: 2022-01-13T08:19:35Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
page: 1135–1139
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Proceedings of the 29th European Signal Processing Conference (EUSIPCO)
quality_controlled: '1'
status: public
title: Adapting Sound Recognition to A New Environment Via Self-Training
type: conference
user_id: '34851'
year: '2021'
...
---
_id: '29901'
author:
- first_name: Beatriz Sousa
full_name: Santos, Beatriz Sousa
last_name: Santos
- first_name: Gitta
full_name: Domik, Gitta
last_name: Domik
- first_name: Eike Falk
full_name: Anderson, Eike Falk
last_name: Anderson
citation:
ama: Santos BS, Domik G, Anderson EF. Foreword to the special section on Computer
Graphics education in the time of Covid. Graph Vis Comput. 2021;4:200028.
doi:10.1016/j.gvc.2021.200028
apa: Santos, B. S., Domik, G., & Anderson, E. F. (2021). Foreword to the special
section on Computer Graphics education in the time of Covid. Graph. Vis. Comput.,
4, 200028. https://doi.org/10.1016/j.gvc.2021.200028
bibtex: '@article{Santos_Domik_Anderson_2021, title={Foreword to the special section
on Computer Graphics education in the time of Covid}, volume={4}, DOI={10.1016/j.gvc.2021.200028},
journal={Graph. Vis. Comput.}, author={Santos, Beatriz Sousa and Domik, Gitta
and Anderson, Eike Falk}, year={2021}, pages={200028} }'
chicago: 'Santos, Beatriz Sousa, Gitta Domik, and Eike Falk Anderson. “Foreword
to the Special Section on Computer Graphics Education in the Time of Covid.” Graph.
Vis. Comput. 4 (2021): 200028. https://doi.org/10.1016/j.gvc.2021.200028.'
ieee: 'B. S. Santos, G. Domik, and E. F. Anderson, “Foreword to the special section
on Computer Graphics education in the time of Covid,” Graph. Vis. Comput.,
vol. 4, p. 200028, 2021, doi: 10.1016/j.gvc.2021.200028.'
mla: Santos, Beatriz Sousa, et al. “Foreword to the Special Section on Computer
Graphics Education in the Time of Covid.” Graph. Vis. Comput., vol. 4,
2021, p. 200028, doi:10.1016/j.gvc.2021.200028.
short: B.S. Santos, G. Domik, E.F. Anderson, Graph. Vis. Comput. 4 (2021) 200028.
date_created: 2022-02-21T07:42:09Z
date_updated: 2023-11-22T08:47:50Z
doi: 10.1016/j.gvc.2021.200028
intvolume: ' 4'
language:
- iso: eng
page: '200028'
publication: Graph. Vis. Comput.
status: public
title: Foreword to the special section on Computer Graphics education in the time
of Covid
type: journal_article
user_id: '15458'
volume: 4
year: '2021'
...
---
_id: '49145'
abstract:
- lang: ger
text: Auch in diesem Semester finden Veranstaltungen im Fach Philosophie an den
meisten Universitäten vor allem online statt; die Pandemie-Lage lässt eine Öffnung
der Unis für Präsenzveranstaltungen kaum zu. Die folgenden Überlegungen hat Sebastian
Luft, Professor an der Marquette University in Milwaukee/WI, aus aktuellem Anlass
verfasst. 2019 erschien sein Buch »Philosophie lehren« zur philosophischen Hochschuldidaktik.
Der folgende Text bietet eine aktuelle Ergänzung zur dortigen Handreichung für
die philosophische Lehre.
author:
- first_name: Sebastian
full_name: Luft, Sebastian
id: '55271'
last_name: Luft
citation:
ama: Luft S. »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige Gedanken
zur digitalen Lehre in der Pandemie. Meiner Telegramm; 2021.
apa: Luft, S. (2021). »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige
Gedanken zur digitalen Lehre in der Pandemie. Meiner Telegramm.
bibtex: '@book{Luft_2021, title={»Wir hören Dich nicht, schalte bitte Dein Mikro
an ! « Einige Gedanken zur digitalen Lehre in der Pandemie.}, publisher={Meiner
Telegramm}, author={Luft, Sebastian}, year={2021} }'
chicago: Luft, Sebastian. »Wir hören Dich nicht, schalte bitte Dein Mikro an !
« Einige Gedanken zur digitalen Lehre in der Pandemie. Meiner Telegramm, 2021.
ieee: S. Luft, »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige
Gedanken zur digitalen Lehre in der Pandemie. Meiner Telegramm, 2021.
mla: Luft, Sebastian. »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige
Gedanken zur digitalen Lehre in der Pandemie. Meiner Telegramm, 2021.
short: S. Luft, »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige Gedanken
zur digitalen Lehre in der Pandemie., Meiner Telegramm, 2021.
date_created: 2023-11-23T09:20:33Z
date_updated: 2023-11-23T09:22:05Z
department:
- _id: '813'
extern: '1'
language:
- iso: ger
main_file_link:
- url: https://meiner.de/media/attachment/file/m/e/meiner_telegramm_2021_04.pdf
page: '7'
publication_status: published
publisher: Meiner Telegramm
status: public
title: »Wir hören Dich nicht, schalte bitte Dein Mikro an ! « Einige Gedanken zur
digitalen Lehre in der Pandemie.
type: misc
user_id: '59882'
year: '2021'
...
---
_id: '49149'
author:
- first_name: Sebastian
full_name: Luft, Sebastian
id: '55271'
last_name: Luft
citation:
ama: Luft S. In Amerika promovieren? Hinweise von Sebastian Luft. Information
Philosophie. 2021;(4).
apa: Luft, S. (2021). In Amerika promovieren? Hinweise von Sebastian Luft. Information
Philosophie, 4.
bibtex: '@article{Luft_2021, title={In Amerika promovieren? Hinweise von Sebastian
Luft}, number={4}, journal={Information Philosophie}, publisher={Claudia Moser
Verlag}, author={Luft, Sebastian}, year={2021} }'
chicago: Luft, Sebastian. “In Amerika promovieren? Hinweise von Sebastian Luft.”
Information Philosophie, no. 4 (2021).
ieee: S. Luft, “In Amerika promovieren? Hinweise von Sebastian Luft,” Information
Philosophie, no. 4, 2021.
mla: Luft, Sebastian. “In Amerika promovieren? Hinweise von Sebastian Luft.” Information
Philosophie, no. 4, Claudia Moser Verlag, 2021.
short: S. Luft, Information Philosophie (2021).
date_created: 2023-11-23T09:35:52Z
date_updated: 2023-11-23T09:36:00Z
department:
- _id: '813'
extern: '1'
issue: '4'
language:
- iso: ger
publication: Information Philosophie
publication_status: published
publisher: Claudia Moser Verlag
related_material:
link:
- relation: confirmation
url: https://www.information-philosophie.de/?a=1&t=9458&n=2
status: public
title: In Amerika promovieren? Hinweise von Sebastian Luft
type: journal_article
user_id: '59882'
year: '2021'
...
---
_id: '49183'
author:
- first_name: Daniela
full_name: Gretz, Daniela
id: '103096'
last_name: Gretz
orcid: 0000-0003-3011-8715
citation:
ama: 'Gretz D. »Hubert Fichte (…), der hamburgische Pionier der Popliteratur im
langen schwingenden Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition.
In: Jaeckel C, ed. Text + Kritik: Thomas Meinecke. Vol 231. edition text
+ kritik; 2021:65-72.'
apa: 'Gretz, D. (2021). »Hubert Fichte (…), der hamburgische Pionier der Popliteratur
im langen schwingenden Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition.
In C. Jaeckel (Ed.), Text + Kritik: Thomas Meinecke (Vol. 231, pp. 65–72).
edition text + kritik.'
bibtex: '@inbook{Gretz_2021, place={München}, title={»Hubert Fichte (…), der hamburgische
Pionier der Popliteratur im langen schwingenden Pelzmantel«. Thomas Meineckes
Erfindung (s)einer Tradition}, volume={231}, booktitle={Text + Kritik: Thomas
Meinecke}, publisher={edition text + kritik}, author={Gretz, Daniela}, editor={Jaeckel,
Charlotte}, year={2021}, pages={65–72} }'
chicago: 'Gretz, Daniela. “»Hubert Fichte (…), der hamburgische Pionier der Popliteratur
im langen schwingenden Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition.”
In Text + Kritik: Thomas Meinecke, edited by Charlotte Jaeckel, 231:65–72.
München: edition text + kritik, 2021.'
ieee: 'D. Gretz, “»Hubert Fichte (…), der hamburgische Pionier der Popliteratur
im langen schwingenden Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition,”
in Text + Kritik: Thomas Meinecke, vol. 231, C. Jaeckel, Ed. München: edition
text + kritik, 2021, pp. 65–72.'
mla: 'Gretz, Daniela. “»Hubert Fichte (…), der hamburgische Pionier der Popliteratur
im langen schwingenden Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition.”
Text + Kritik: Thomas Meinecke, edited by Charlotte Jaeckel, vol. 231,
edition text + kritik, 2021, pp. 65–72.'
short: 'D. Gretz, in: C. Jaeckel (Ed.), Text + Kritik: Thomas Meinecke, edition
text + kritik, München, 2021, pp. 65–72.'
date_created: 2023-11-24T12:40:12Z
date_updated: 2023-11-24T13:00:12Z
editor:
- first_name: Charlotte
full_name: Jaeckel, Charlotte
last_name: Jaeckel
extern: '1'
intvolume: ' 231'
language:
- iso: ger
page: 65-72
place: München
publication: 'Text + Kritik: Thomas Meinecke'
publisher: edition text + kritik
status: public
title: »Hubert Fichte (…), der hamburgische Pionier der Popliteratur im langen schwingenden
Pelzmantel«. Thomas Meineckes Erfindung (s)einer Tradition
type: book_chapter
user_id: '90347'
volume: 231
year: '2021'
...
---
_id: '47957'
author:
- first_name: Jennifer Nicole
full_name: Schneider, Jennifer Nicole
last_name: Schneider
citation:
ama: 'Schneider JN. Digital transformation in industry. In: Beutner M, Pechuel R,
Schneider J, eds. Fostering Digitisation and Industry 4.0: Education – Vocation
- Industry – Future. New Opportunities and Challenges for European VET. Insights
in the DigI-VET Project. ; 2021:57-62.'
apa: 'Schneider, J. N. (2021). Digital transformation in industry. In M. Beutner,
R. Pechuel, & J. Schneider (Eds.), Fostering Digitisation and Industry
4.0: Education – Vocation - Industry – Future. New Opportunities and Challenges
for European VET. Insights in the DigI-VET Project (pp. 57–62).'
bibtex: '@inbook{Schneider_2021, place={Köln }, title={Digital transformation in
industry}, booktitle={Fostering Digitisation and Industry 4.0: Education – Vocation
- Industry – Future. New Opportunities and Challenges for European VET. Insights
in the DigI-VET Project}, author={Schneider, Jennifer Nicole}, editor={Beutner,
Marc and Pechuel, Rasmus and Schneider, Jennifer }, year={2021}, pages={57–62}
}'
chicago: 'Schneider, Jennifer Nicole. “Digital Transformation in Industry.” In Fostering
Digitisation and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, edited
by Marc Beutner, Rasmus Pechuel, and Jennifer Schneider, 57–62. Köln , 2021.'
ieee: 'J. N. Schneider, “Digital transformation in industry,” in Fostering Digitisation
and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, M. Beutner,
R. Pechuel, and J. Schneider, Eds. Köln , 2021, pp. 57–62.'
mla: 'Schneider, Jennifer Nicole. “Digital Transformation in Industry.” Fostering
Digitisation and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, edited
by Marc Beutner et al., 2021, pp. 57–62.'
short: 'J.N. Schneider, in: M. Beutner, R. Pechuel, J. Schneider (Eds.), Fostering
Digitisation and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, Köln , 2021,
pp. 57–62.'
date_created: 2023-10-11T08:12:55Z
date_updated: 2023-11-29T14:58:37Z
department:
- _id: '208'
editor:
- first_name: 'Marc '
full_name: 'Beutner, Marc '
last_name: Beutner
- first_name: Rasmus
full_name: Pechuel, Rasmus
last_name: Pechuel
- first_name: 'Jennifer '
full_name: 'Schneider, Jennifer '
last_name: Schneider
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://digivet.eduproject.eu/wp-content/uploads/2021/09/DigI-VET-EN.pdf
oa: '1'
page: '57 - 62 '
place: 'Köln '
project:
- _id: '79'
grant_number: '2018-1-DE02-KA202-005145 '
name: 'Digi-VET: Digi-VET: Fostering Digitisation and Industry 4.0 in vocational
education and training '
publication: 'Fostering Digitisation and Industry 4.0: Education – Vocation - Industry
– Future. New Opportunities and Challenges for European VET. Insights in the DigI-VET
Project'
publication_status: published
status: public
title: Digital transformation in industry
type: book_chapter
user_id: '38157'
year: '2021'
...
---
_id: '47966'
author:
- first_name: 'Jennifer '
full_name: 'Schneider, Jennifer '
last_name: Schneider
citation:
ama: 'Schneider J. Teaching and Learning Materials. In: Beutner M, Pechuel R, Schneider
J, eds. Fostering Digitisation and Industry 4.0: Education – Vocation - Industry
– Future. New Opportunities and Challenges for European VET. Insights in the DigI-VET
Project. ; 2021:150-165.'
apa: 'Schneider, J. (2021). Teaching and Learning Materials. In M. Beutner, R. Pechuel,
& J. Schneider (Eds.), Fostering Digitisation and Industry 4.0: Education
– Vocation - Industry – Future. New Opportunities and Challenges for European
VET. Insights in the DigI-VET Project (pp. 150–165).'
bibtex: '@inbook{Schneider_2021, place={Köln }, title={Teaching and Learning Materials},
booktitle={Fostering Digitisation and Industry 4.0: Education – Vocation - Industry
– Future. New Opportunities and Challenges for European VET. Insights in the DigI-VET
Project}, author={Schneider, Jennifer }, editor={Beutner, Marc and Pechuel, Rasmus
and Schneider, Jennifer}, year={2021}, pages={150–165} }'
chicago: 'Schneider, Jennifer . “Teaching and Learning Materials.” In Fostering
Digitisation and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, edited
by Marc Beutner, Rasmus Pechuel, and Jennifer Schneider, 150–65. Köln , 2021.'
ieee: 'J. Schneider, “Teaching and Learning Materials,” in Fostering Digitisation
and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, M. Beutner,
R. Pechuel, and J. Schneider, Eds. Köln , 2021, pp. 150–165.'
mla: 'Schneider, Jennifer. “Teaching and Learning Materials.” Fostering Digitisation
and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, edited
by Marc Beutner et al., 2021, pp. 150–65.'
short: 'J. Schneider, in: M. Beutner, R. Pechuel, J. Schneider (Eds.), Fostering
Digitisation and Industry 4.0: Education – Vocation - Industry – Future. New Opportunities
and Challenges for European VET. Insights in the DigI-VET Project, Köln , 2021,
pp. 150–165.'
date_created: 2023-10-11T08:26:43Z
date_updated: 2023-11-29T14:58:34Z
department:
- _id: '208'
editor:
- first_name: 'Marc '
full_name: 'Beutner, Marc '
last_name: Beutner
- first_name: Rasmus
full_name: Pechuel, Rasmus
last_name: Pechuel
- first_name: Jennifer
full_name: Schneider, Jennifer
last_name: Schneider
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://digivet.eduproject.eu/wp-content/uploads/2021/09/DigI-VET-EN.pdf
oa: '1'
page: 150 - 165
place: 'Köln '
project:
- _id: '79'
grant_number: '2018-1-DE02-KA202-005145 '
name: 'Digi-VET: Digi-VET: Fostering Digitisation and Industry 4.0 in vocational
education and training '
publication: 'Fostering Digitisation and Industry 4.0: Education – Vocation - Industry
– Future. New Opportunities and Challenges for European VET. Insights in the DigI-VET
Project'
publication_status: published
status: public
title: Teaching and Learning Materials
type: book_chapter
user_id: '38157'
year: '2021'
...
---
_id: '47975'
citation:
ama: 'Beutner M, Pechuel R, Schneider J, eds. Förderung von Digitalisierung Und
Industrie 4.0: Bildung – Beruf – Industrie – Zukunft. Neue Möglichkeiten Und Herausforderungen
Für Die Europäische Berufsbildung. Einblick in Das Projekt DigI-VET.; 2021.'
apa: 'Beutner, M., Pechuel, R., & Schneider, J. (Eds.). (2021). Förderung
von Digitalisierung und Industrie 4.0: Bildung – Beruf – Industrie – Zukunft.
Neue Möglichkeiten und Herausforderungen für die europäische Berufsbildung. Einblick
in das Projekt DigI-VET.'
bibtex: '@book{Beutner_Pechuel_Schneider_2021, place={Köln}, title={Förderung von
Digitalisierung und Industrie 4.0: Bildung – Beruf – Industrie – Zukunft. Neue
Möglichkeiten und Herausforderungen für die europäische Berufsbildung. Einblick
in das Projekt DigI-VET}, year={2021} }'
chicago: 'Beutner, Marc, Rasmus Pechuel, and Jennifer Schneider, eds. Förderung
von Digitalisierung Und Industrie 4.0: Bildung – Beruf – Industrie – Zukunft.
Neue Möglichkeiten Und Herausforderungen Für Die Europäische Berufsbildung. Einblick
in Das Projekt DigI-VET. Köln, 2021.'
ieee: 'M. Beutner, R. Pechuel, and J. Schneider, Eds., Förderung von Digitalisierung
und Industrie 4.0: Bildung – Beruf – Industrie – Zukunft. Neue Möglichkeiten und
Herausforderungen für die europäische Berufsbildung. Einblick in das Projekt DigI-VET.
Köln, 2021.'
mla: 'Beutner, Marc, et al., editors. Förderung von Digitalisierung Und Industrie
4.0: Bildung – Beruf – Industrie – Zukunft. Neue Möglichkeiten Und Herausforderungen
Für Die Europäische Berufsbildung. Einblick in Das Projekt DigI-VET. 2021.'
short: 'M. Beutner, R. Pechuel, J. Schneider, eds., Förderung von Digitalisierung
Und Industrie 4.0: Bildung – Beruf – Industrie – Zukunft. Neue Möglichkeiten Und
Herausforderungen Für Die Europäische Berufsbildung. Einblick in Das Projekt DigI-VET,
Köln, 2021.'
date_created: 2023-10-11T08:41:41Z
date_updated: 2023-11-29T14:58:28Z
editor:
- first_name: Marc
full_name: Beutner, Marc
last_name: Beutner
- first_name: Rasmus
full_name: Pechuel, Rasmus
last_name: Pechuel
- first_name: Jennifer
full_name: Schneider, Jennifer
last_name: Schneider
language:
- iso: eng
place: Köln
project:
- _id: '79'
grant_number: '2018-1-DE02-KA202-005145 '
name: 'Digi-VET: Digi-VET: Fostering Digitisation and Industry 4.0 in vocational
education and training '
publication_status: published
status: public
title: 'Förderung von Digitalisierung und Industrie 4.0: Bildung – Beruf – Industrie
– Zukunft. Neue Möglichkeiten und Herausforderungen für die europäische Berufsbildung.
Einblick in das Projekt DigI-VET'
type: book_editor
user_id: '38157'
year: '2021'
...
---
_id: '37520'
author:
- first_name: Stefanie
full_name: Cornel, Stefanie
id: '13747'
last_name: Cornel
citation:
ama: Cornel S. Differenz und Normalität in der Grundschule. Subjektive Theorien
von Studierenden im Praxissemester .; 2021.
apa: Cornel, S. (2021). Differenz und Normalität in der Grundschule. Subjektive
Theorien von Studierenden im Praxissemester .
bibtex: '@book{Cornel_2021, title={Differenz und Normalität in der Grundschule.
Subjektive Theorien von Studierenden im Praxissemester }, author={Cornel, Stefanie},
year={2021} }'
chicago: Cornel, Stefanie. Differenz und Normalität in der Grundschule. Subjektive
Theorien von Studierenden im Praxissemester , 2021.
ieee: S. Cornel, Differenz und Normalität in der Grundschule. Subjektive Theorien
von Studierenden im Praxissemester . 2021.
mla: Cornel, Stefanie. Differenz und Normalität in der Grundschule. Subjektive
Theorien von Studierenden im Praxissemester . 2021.
short: S. Cornel, Differenz und Normalität in der Grundschule. Subjektive Theorien
von Studierenden im Praxissemester , 2021.
date_created: 2023-01-19T09:30:33Z
date_updated: 2023-11-30T11:33:07Z
language:
- iso: ger
publication_identifier:
isbn:
- 978-3-7815-2428-6
publication_status: published
status: public
title: 'Differenz und Normalität in der Grundschule. Subjektive Theorien von Studierenden
im Praxissemester '
type: dissertation
user_id: '13747'
year: '2021'
...
---
_id: '49376'
author:
- first_name: Katharina
full_name: Kammeyer, Katharina
id: '60607'
last_name: Kammeyer
citation:
ama: 'Kammeyer K. Ethische Bildung und inklusionsorientierter Religionsunterricht.
In: Lindner K, Zimmermann M, eds. Handbuch ethische Bildung. Religionspädagogische
Fokussierungen . 1st ed. UTB; 2021:396.'
apa: Kammeyer, K. (2021). Ethische Bildung und inklusionsorientierter Religionsunterricht.
In K. Lindner & M. Zimmermann (Eds.), Handbuch ethische Bildung. Religionspädagogische
Fokussierungen (1st ed., p. 396). UTB.
bibtex: '@inbook{Kammeyer_2021, place={Tübingen}, edition={1}, title={Ethische Bildung
und inklusionsorientierter Religionsunterricht}, booktitle={Handbuch ethische
Bildung. Religionspädagogische Fokussierungen }, publisher={UTB}, author={Kammeyer,
Katharina}, editor={Lindner , Konstantin and Zimmermann, Mirjam }, year={2021},
pages={396} }'
chicago: 'Kammeyer, Katharina. “Ethische Bildung und inklusionsorientierter Religionsunterricht.”
In Handbuch ethische Bildung. Religionspädagogische Fokussierungen , edited
by Konstantin Lindner and Mirjam Zimmermann, 1st ed., 396. Tübingen: UTB, 2021.'
ieee: 'K. Kammeyer, “Ethische Bildung und inklusionsorientierter Religionsunterricht,”
in Handbuch ethische Bildung. Religionspädagogische Fokussierungen , 1st
ed., K. Lindner and M. Zimmermann, Eds. Tübingen: UTB, 2021, p. 396.'
mla: Kammeyer, Katharina. “Ethische Bildung und inklusionsorientierter Religionsunterricht.”
Handbuch ethische Bildung. Religionspädagogische Fokussierungen , edited
by Konstantin Lindner and Mirjam Zimmermann, 1st ed., UTB, 2021, p. 396.
short: 'K. Kammeyer, in: K. Lindner , M. Zimmermann (Eds.), Handbuch ethische Bildung.
Religionspädagogische Fokussierungen , 1st ed., UTB, Tübingen, 2021, p. 396.'
date_created: 2023-12-03T09:52:07Z
date_updated: 2023-12-03T09:55:59Z
edition: '1'
editor:
- first_name: Konstantin
full_name: Lindner , Konstantin
last_name: 'Lindner '
- first_name: 'Mirjam '
full_name: 'Zimmermann, Mirjam '
last_name: Zimmermann
language:
- iso: ger
page: '396'
place: Tübingen
publication: 'Handbuch ethische Bildung. Religionspädagogische Fokussierungen '
publication_identifier:
isbn:
- 978-3825256043
publication_status: published
publisher: UTB
status: public
title: Ethische Bildung und inklusionsorientierter Religionsunterricht
type: book_chapter
user_id: '60607'
year: '2021'
...
---
_id: '49377'
author:
- first_name: Katharina
full_name: Kammeyer, Katharina
id: '60607'
last_name: Kammeyer
citation:
ama: 'Kammeyer K. This is my Fight Sing. In: Keuchen M, Janus R, eds. Musik als
Lebensmittel. Kulturwissenschaftlich-theologische Rationen für ein Jahr. LIT
Verlag; 2021:309.'
apa: Kammeyer, K. (2021). This is my Fight Sing. In M. Keuchen & R. Janus (Eds.),
Musik als Lebensmittel. Kulturwissenschaftlich-theologische Rationen für ein
Jahr (p. 309). LIT Verlag.
bibtex: '@inbook{Kammeyer_2021, place={Münster}, title={This is my Fight Sing},
booktitle={Musik als Lebensmittel. Kulturwissenschaftlich-theologische Rationen
für ein Jahr}, publisher={LIT Verlag}, author={Kammeyer, Katharina}, editor={Keuchen,
Marion and Janus, Richard}, year={2021}, pages={309} }'
chicago: 'Kammeyer, Katharina. “This is my Fight Sing.” In Musik als Lebensmittel.
Kulturwissenschaftlich-theologische Rationen für ein Jahr, edited by Marion
Keuchen and Richard Janus, 309. Münster: LIT Verlag, 2021.'
ieee: 'K. Kammeyer, “This is my Fight Sing,” in Musik als Lebensmittel. Kulturwissenschaftlich-theologische
Rationen für ein Jahr, M. Keuchen and R. Janus, Eds. Münster: LIT Verlag,
2021, p. 309.'
mla: Kammeyer, Katharina. “This is my Fight Sing.” Musik als Lebensmittel. Kulturwissenschaftlich-theologische
Rationen für ein Jahr, edited by Marion Keuchen and Richard Janus, LIT Verlag,
2021, p. 309.
short: 'K. Kammeyer, in: M. Keuchen, R. Janus (Eds.), Musik als Lebensmittel. Kulturwissenschaftlich-theologische
Rationen für ein Jahr, LIT Verlag, Münster, 2021, p. 309.'
date_created: 2023-12-03T09:55:42Z
date_updated: 2023-12-03T09:55:48Z
editor:
- first_name: Marion
full_name: Keuchen, Marion
last_name: Keuchen
- first_name: Richard
full_name: Janus, Richard
last_name: Janus
language:
- iso: ger
page: '309'
place: Münster
publication: Musik als Lebensmittel. Kulturwissenschaftlich-theologische Rationen
für ein Jahr
publication_identifier:
isbn:
- 978-3643150257
publication_status: published
publisher: LIT Verlag
status: public
title: This is my Fight Sing
type: book_chapter
user_id: '60607'
year: '2021'
...
---
_id: '24456'
abstract:
- lang: eng
text: One objective of current research in explainable intelligent systems is to
implement social aspects in order to increase the relevance of explanations. In
this paper, we argue that a novel conceptual framework is needed to overcome shortcomings
of existing AI systems with little attention to processes of interaction and learning.
Drawing from research in interaction and development, we first outline the novel
conceptual framework that pushes the design of AI systems toward true interactivity
with an emphasis on the role of the partner and social relevance. We propose that
AI systems will be able to provide a meaningful and relevant explanation only
if the process of explaining is extended to active contribution of both partners
that brings about dynamics that is modulated by different levels of analysis.
Accordingly, our conceptual framework comprises monitoring and scaffolding as
key concepts and claims that the process of explaining is not only modulated by
the interaction between explainee and explainer but is embedded into a larger
social context in which conventionalized and routinized behaviors are established.
We discuss our conceptual framework in relation to the established objectives
of transparency and autonomy that are raised for the design of explainable AI
systems currently.
article_type: original
author:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
- first_name: Philipp
full_name: Cimiano, Philipp
last_name: Cimiano
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Hendrik
full_name: Buschmeier, Hendrik
last_name: Buschmeier
- first_name: Elena
full_name: Esposito, Elena
last_name: Esposito
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: Friederike
full_name: Kern, Friederike
last_name: Kern
- first_name: Stefan
full_name: Kopp, Stefan
last_name: Kopp
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
citation:
ama: 'Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice:
Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions
on Cognitive and Developmental Systems. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366'
apa: 'Rohlfing, K. J., Cimiano, P., Scharlau, I., Matzner, T., Buhl, H. M., Buschmeier,
H., Esposito, E., Grimminger, A., Hammer, B., Haeb-Umbach, R., Horwath, I., Hüllermeier,
E., Kern, F., Kopp, S., Thommes, K., Ngonga Ngomo, A.-C., Schulte, C., Wachsmuth,
H., Wagner, P., & Wrede, B. (2021). Explanation as a Social Practice: Toward
a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions
on Cognitive and Developmental Systems, 13(3), 717–728. https://doi.org/10.1109/tcds.2020.3044366'
bibtex: '@article{Rohlfing_Cimiano_Scharlau_Matzner_Buhl_Buschmeier_Esposito_Grimminger_Hammer_Haeb-Umbach_et
al._2021, title={Explanation as a Social Practice: Toward a Conceptual Framework
for the Social Design of AI Systems}, volume={13}, DOI={10.1109/tcds.2020.3044366},
number={3}, journal={IEEE Transactions on Cognitive and Developmental Systems},
author={Rohlfing, Katharina J. and Cimiano, Philipp and Scharlau, Ingrid and Matzner,
Tobias and Buhl, Heike M. and Buschmeier, Hendrik and Esposito, Elena and Grimminger,
Angela and Hammer, Barbara and Haeb-Umbach, Reinhold and et al.}, year={2021},
pages={717–728} }'
chicago: 'Rohlfing, Katharina J., Philipp Cimiano, Ingrid Scharlau, Tobias Matzner,
Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, et al. “Explanation as a Social
Practice: Toward a Conceptual Framework for the Social Design of AI Systems.”
IEEE Transactions on Cognitive and Developmental Systems 13, no. 3 (2021):
717–28. https://doi.org/10.1109/tcds.2020.3044366.'
ieee: 'K. J. Rohlfing et al., “Explanation as a Social Practice: Toward a
Conceptual Framework for the Social Design of AI Systems,” IEEE Transactions
on Cognitive and Developmental Systems, vol. 13, no. 3, pp. 717–728, 2021,
doi: 10.1109/tcds.2020.3044366.'
mla: 'Rohlfing, Katharina J., et al. “Explanation as a Social Practice: Toward a
Conceptual Framework for the Social Design of AI Systems.” IEEE Transactions
on Cognitive and Developmental Systems, vol. 13, no. 3, 2021, pp. 717–28,
doi:10.1109/tcds.2020.3044366.'
short: K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier,
E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier,
F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P.
Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13
(2021) 717–728.
date_created: 2021-09-14T20:52:57Z
date_updated: 2023-12-05T10:15:02Z
ddc:
- '300'
department:
- _id: '603'
- _id: '749'
- _id: '424'
- _id: '67'
- _id: '574'
- _id: '184'
- _id: '757'
- _id: '54'
- _id: '178'
doi: 10.1109/tcds.2020.3044366
file:
- access_level: open_access
content_type: application/pdf
creator: haebumb
date_created: 2023-11-20T16:33:51Z
date_updated: 2023-11-20T16:33:51Z
file_id: '49081'
file_name: 2020-12-01_explainability_final_version.pdf
file_size: 626217
relation: main_file
file_date_updated: 2023-11-20T16:33:51Z
has_accepted_license: '1'
intvolume: ' 13'
issue: '3'
keyword:
- Explainability
- process ofexplaining andunderstanding
- explainable artificial systems
language:
- iso: eng
oa: '1'
page: 717-728
project:
- _id: '109'
grant_number: '438445824'
name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: IEEE Transactions on Cognitive and Developmental Systems
publication_identifier:
issn:
- 2379-8920
- 2379-8939
publication_status: published
quality_controlled: '1'
status: public
title: 'Explanation as a Social Practice: Toward a Conceptual Framework for the Social
Design of AI Systems'
type: journal_article
user_id: '42933'
volume: 13
year: '2021'
...
---
_id: '49487'
author:
- first_name: Natalia
full_name: Malancu, Natalia
last_name: Malancu
- first_name: Alexandra
full_name: Florea, Alexandra
id: '98958'
last_name: Florea
orcid: 0000-0003-0626-945X
citation:
ama: 'Malancu N, Florea A. Chapter 5: Quantitative methodological approaches to
citizenship and migration. In: Giugni M, Grasso M, eds. Handbook of Citizenship
and Migration. ; 2021. doi:https://doi.org/10.4337/9781789903133.00011'
apa: 'Malancu, N., & Florea, A. (2021). Chapter 5: Quantitative methodological
approaches to citizenship and migration. In M. Giugni & M. Grasso (Eds.),
Handbook of Citizenship and Migration. https://doi.org/10.4337/9781789903133.00011'
bibtex: '@inbook{Malancu_Florea_2021, title={Chapter 5: Quantitative methodological
approaches to citizenship and migration}, DOI={https://doi.org/10.4337/9781789903133.00011},
booktitle={Handbook of Citizenship and Migration}, author={Malancu, Natalia and
Florea, Alexandra}, editor={Giugni, Marco and Grasso, Maria}, year={2021} }'
chicago: 'Malancu, Natalia, and Alexandra Florea. “Chapter 5: Quantitative Methodological
Approaches to Citizenship and Migration.” In Handbook of Citizenship and Migration,
edited by Marco Giugni and Maria Grasso, 2021. https://doi.org/10.4337/9781789903133.00011.'
ieee: 'N. Malancu and A. Florea, “Chapter 5: Quantitative methodological approaches
to citizenship and migration,” in Handbook of Citizenship and Migration,
M. Giugni and M. Grasso, Eds. 2021.'
mla: 'Malancu, Natalia, and Alexandra Florea. “Chapter 5: Quantitative Methodological
Approaches to Citizenship and Migration.” Handbook of Citizenship and Migration,
edited by Marco Giugni and Maria Grasso, 2021, doi:https://doi.org/10.4337/9781789903133.00011.'
short: 'N. Malancu, A. Florea, in: M. Giugni, M. Grasso (Eds.), Handbook of Citizenship
and Migration, 2021.'
date_created: 2023-12-05T13:28:19Z
date_updated: 2023-12-05T13:38:08Z
department:
- _id: '603'
doi: https://doi.org/10.4337/9781789903133.00011
editor:
- first_name: Marco
full_name: Giugni, Marco
last_name: Giugni
- first_name: Maria
full_name: Grasso, Maria
last_name: Grasso
extern: '1'
language:
- iso: eng
publication: Handbook of Citizenship and Migration
publication_identifier:
unknown:
- 978 1 78990 312 6
status: public
title: 'Chapter 5: Quantitative methodological approaches to citizenship and migration'
type: book_chapter
user_id: '98958'
year: '2021'
...
---
_id: '47098'
author:
- first_name: Marius
full_name: Alt, Marius
last_name: Alt
- first_name: Carlo
full_name: Gallier, Carlo
last_name: Gallier
- first_name: Bodo
full_name: Sturm, Bodo
last_name: Sturm
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
citation:
ama: Alt M, Gallier C, Sturm B, Kesternich M. Ausblick Auf Die COP26 in Glasgow,
Eine Schrittweise Erhöhung Der Klimaschutzbeiträge Reicht Nicht – Ein Klimaklub
Sollte Mitgedacht Werden. ZEW Policy Brief 21-09; 2021.
apa: Alt, M., Gallier, C., Sturm, B., & Kesternich, M. (2021). Ausblick auf
die COP26 in Glasgow, Eine schrittweise Erhöhung der Klimaschutzbeiträge reicht
nicht – ein Klimaklub sollte mitgedacht werden. ZEW Policy Brief 21-09.
bibtex: '@book{Alt_Gallier_Sturm_Kesternich_2021, title={Ausblick auf die COP26
in Glasgow, Eine schrittweise Erhöhung der Klimaschutzbeiträge reicht nicht –
ein Klimaklub sollte mitgedacht werden}, publisher={ZEW Policy Brief 21-09}, author={Alt,
Marius and Gallier, Carlo and Sturm, Bodo and Kesternich, Martin}, year={2021}
}'
chicago: Alt, Marius, Carlo Gallier, Bodo Sturm, and Martin Kesternich. Ausblick
Auf Die COP26 in Glasgow, Eine Schrittweise Erhöhung Der Klimaschutzbeiträge Reicht
Nicht – Ein Klimaklub Sollte Mitgedacht Werden. ZEW Policy Brief 21-09, 2021.
ieee: M. Alt, C. Gallier, B. Sturm, and M. Kesternich, Ausblick auf die COP26
in Glasgow, Eine schrittweise Erhöhung der Klimaschutzbeiträge reicht nicht –
ein Klimaklub sollte mitgedacht werden. ZEW Policy Brief 21-09, 2021.
mla: Alt, Marius, et al. Ausblick Auf Die COP26 in Glasgow, Eine Schrittweise
Erhöhung Der Klimaschutzbeiträge Reicht Nicht – Ein Klimaklub Sollte Mitgedacht
Werden. ZEW Policy Brief 21-09, 2021.
short: M. Alt, C. Gallier, B. Sturm, M. Kesternich, Ausblick Auf Die COP26 in Glasgow,
Eine Schrittweise Erhöhung Der Klimaschutzbeiträge Reicht Nicht – Ein Klimaklub
Sollte Mitgedacht Werden, ZEW Policy Brief 21-09, 2021.
date_created: 2023-09-16T12:04:27Z
date_updated: 2023-12-06T18:27:32Z
language:
- iso: eng
publisher: ZEW Policy Brief 21-09
status: public
title: Ausblick auf die COP26 in Glasgow, Eine schrittweise Erhöhung der Klimaschutzbeiträge
reicht nicht – ein Klimaklub sollte mitgedacht werden
type: working_paper
user_id: '98922'
year: '2021'
...
---
_id: '47100'
author:
- first_name: Marc
full_name: Frick, Marc
last_name: Frick
- first_name: Annabell
full_name: Conzelmann, Annabell
last_name: Conzelmann
- first_name: Kathrine
full_name: von Graevenitz, Kathrine
last_name: von Graevenitz
- first_name: Martin
full_name: Kesternich, Martin
id: '98922'
last_name: Kesternich
- first_name: Ulrich
full_name: Wagner, Ulrich
last_name: Wagner
- first_name: Sebastian
full_name: Rausch, Sebastian
last_name: Rausch
citation:
ama: Frick M, Conzelmann A, von Graevenitz K, Kesternich M, Wagner U, Rausch S.
Transparente Klimabilanzen - Information Für Klimafreundliches Handeln.;
2021.
apa: Frick, M., Conzelmann, A., von Graevenitz, K., Kesternich, M., Wagner, U.,
& Rausch, S. (2021). Transparente Klimabilanzen - Information für klimafreundliches
Handeln.
bibtex: '@book{Frick_Conzelmann_von Graevenitz_Kesternich_Wagner_Rausch_2021, title={Transparente
Klimabilanzen - Information für klimafreundliches Handeln}, author={Frick, Marc
and Conzelmann, Annabell and von Graevenitz, Kathrine and Kesternich, Martin and
Wagner, Ulrich and Rausch, Sebastian}, year={2021} }'
chicago: Frick, Marc, Annabell Conzelmann, Kathrine von Graevenitz, Martin Kesternich,
Ulrich Wagner, and Sebastian Rausch. Transparente Klimabilanzen - Information
Für Klimafreundliches Handeln, 2021.
ieee: M. Frick, A. Conzelmann, K. von Graevenitz, M. Kesternich, U. Wagner, and
S. Rausch, Transparente Klimabilanzen - Information für klimafreundliches Handeln.
2021.
mla: Frick, Marc, et al. Transparente Klimabilanzen - Information Für Klimafreundliches
Handeln. 2021.
short: M. Frick, A. Conzelmann, K. von Graevenitz, M. Kesternich, U. Wagner, S.
Rausch, Transparente Klimabilanzen - Information Für Klimafreundliches Handeln,
2021.
date_created: 2023-09-16T12:09:05Z
date_updated: 2023-12-06T18:29:10Z
language:
- iso: eng
status: public
title: Transparente Klimabilanzen - Information für klimafreundliches Handeln
type: working_paper
user_id: '98922'
year: '2021'
...
---
_id: '49530'
author:
- first_name: Raphaela
full_name: Meyer zu Hörste-Bührer, Raphaela
id: '102100'
last_name: Meyer zu Hörste-Bührer
citation:
ama: Meyer zu Hörste-Bührer R. Barth for Future? Eine Barth-Relektüre vor dem Hintergrund
der Bewegung „Fridays for Future“. Römerbrief und Tageszeitung! Politik in
der Theologie Karl Barths. Published online 2021:133-154.
apa: Meyer zu Hörste-Bührer, R. (2021). Barth for Future? Eine Barth-Relektüre vor
dem Hintergrund der Bewegung „Fridays for Future“. Römerbrief Und Tageszeitung!
Politik in Der Theologie Karl Barths., 133–154.
bibtex: '@article{Meyer zu Hörste-Bührer_2021, title={Barth for Future? Eine Barth-Relektüre
vor dem Hintergrund der Bewegung „Fridays for Future“.}, journal={Römerbrief und
Tageszeitung! Politik in der Theologie Karl Barths.}, author={Meyer zu Hörste-Bührer,
Raphaela}, year={2021}, pages={133–154} }'
chicago: Meyer zu Hörste-Bührer, Raphaela. “Barth for Future? Eine Barth-Relektüre
Vor Dem Hintergrund Der Bewegung „Fridays for Future“.” Römerbrief Und Tageszeitung!
Politik in Der Theologie Karl Barths., 2021, 133–54.
ieee: R. Meyer zu Hörste-Bührer, “Barth for Future? Eine Barth-Relektüre vor dem
Hintergrund der Bewegung „Fridays for Future“.,” Römerbrief und Tageszeitung!
Politik in der Theologie Karl Barths., pp. 133–154, 2021.
mla: Meyer zu Hörste-Bührer, Raphaela. “Barth for Future? Eine Barth-Relektüre Vor
Dem Hintergrund Der Bewegung „Fridays for Future“.” Römerbrief Und Tageszeitung!
Politik in Der Theologie Karl Barths., 2021, pp. 133–54.
short: R. Meyer zu Hörste-Bührer, Römerbrief Und Tageszeitung! Politik in Der Theologie
Karl Barths. (2021) 133–154.
date_created: 2023-12-07T10:59:51Z
date_updated: 2023-12-13T07:30:17Z
language:
- iso: eng
page: 133-154
publication: Römerbrief und Tageszeitung! Politik in der Theologie Karl Barths.
status: public
title: Barth for Future? Eine Barth-Relektüre vor dem Hintergrund der Bewegung „Fridays
for Future“.
type: journal_article
user_id: '102100'
year: '2021'
...
---
_id: '48853'
abstract:
- lang: eng
text: In practise, it is often desirable to provide the decision-maker with a rich
set of diverse solutions of decent quality instead of just a single solution.
In this paper we study evolutionary diversity optimization for the knapsack problem
(KP). Our goal is to evolve a population of solutions that all have a profit of
at least (1 - {$ϵ$}) {$\cdot$} OPT, where OPT is the value of an optimal solution.
Furthermore, they should differ in structure with respect to an entropy-based
diversity measure. To this end we propose a simple ({$\mu$} + 1)-EA with initial
approximate solutions calculated by a well-known FPTAS for the KP. We investigate
the effect of different standard mutation operators and introduce biased mutation
and crossover which puts strong probability on flipping bits of low and/or high
frequency within the population. An experimental study on different instances
and settings shows that the proposed mutation operators in most cases perform
slightly inferior in the long term, but show strong benefits if the number of
function evaluations is severely limited.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann A, Neumann F. Breeding Diverse Packings for the Knapsack
Problem by Means of Diversity-Tailored Evolutionary Algorithms. In: Proceedings
of the Genetic and Evolutionary Computation Conference. GECCO ’21. Association
for Computing Machinery; 2021:556–564. doi:10.1145/3449639.3459364'
apa: Bossek, J., Neumann, A., & Neumann, F. (2021). Breeding Diverse Packings
for the Knapsack Problem by Means of Diversity-Tailored Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 556–564.
https://doi.org/10.1145/3449639.3459364
bibtex: '@inproceedings{Bossek_Neumann_Neumann_2021, place={New York, NY, USA},
series={GECCO ’21}, title={Breeding Diverse Packings for the Knapsack Problem
by Means of Diversity-Tailored Evolutionary Algorithms}, DOI={10.1145/3449639.3459364},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann,
Aneta and Neumann, Frank}, year={2021}, pages={556–564}, collection={GECCO ’21}
}'
chicago: 'Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Breeding Diverse Packings
for the Knapsack Problem by Means of Diversity-Tailored Evolutionary Algorithms.”
In Proceedings of the Genetic and Evolutionary Computation Conference,
556–564. GECCO ’21. New York, NY, USA: Association for Computing Machinery, 2021.
https://doi.org/10.1145/3449639.3459364.'
ieee: 'J. Bossek, A. Neumann, and F. Neumann, “Breeding Diverse Packings for the
Knapsack Problem by Means of Diversity-Tailored Evolutionary Algorithms,” in Proceedings
of the Genetic and Evolutionary Computation Conference, 2021, pp. 556–564,
doi: 10.1145/3449639.3459364.'
mla: Bossek, Jakob, et al. “Breeding Diverse Packings for the Knapsack Problem by
Means of Diversity-Tailored Evolutionary Algorithms.” Proceedings of the Genetic
and Evolutionary Computation Conference, Association for Computing Machinery,
2021, pp. 556–564, doi:10.1145/3449639.3459364.
short: 'J. Bossek, A. Neumann, F. Neumann, in: Proceedings of the Genetic and Evolutionary
Computation Conference, Association for Computing Machinery, New York, NY, USA,
2021, pp. 556–564.'
date_created: 2023-11-14T15:58:54Z
date_updated: 2023-12-13T10:45:22Z
department:
- _id: '819'
doi: 10.1145/3449639.3459364
extern: '1'
keyword:
- evolutionary algorithms
- evolutionary diversity optimization
- knapsack problem
- tailored operators
language:
- iso: eng
page: 556–564
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
isbn:
- 978-1-4503-8350-9
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’21
status: public
title: Breeding Diverse Packings for the Knapsack Problem by Means of Diversity-Tailored
Evolutionary Algorithms
type: conference
user_id: '102979'
year: '2021'
...
---
_id: '48855'
abstract:
- lang: eng
text: Computing sets of high quality solutions has gained increasing interest in
recent years. In this paper, we investigate how to obtain sets of optimal solutions
for the classical knapsack problem. We present an algorithm to count exactly the
number of optima to a zero-one knapsack problem instance. In addition, we show
how to efficiently sample uniformly at random from the set of all global optima.
In our experimental study, we investigate how the number of optima develops for
classical random benchmark instances dependent on their generator parameters.
We find that the number of global optima can increase exponentially for practically
relevant classes of instances with correlated weights and profits which poses
a justification for the considered exact counting problem.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Aneta
full_name: Neumann, Aneta
last_name: Neumann
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann A, Neumann F. Exact Counting and~Sampling of Optima for
the Knapsack Problem. In: Learning and Intelligent Optimization. Springer-Verlag;
2021:40–54. doi:10.1007/978-3-030-92121-7_4'
apa: Bossek, J., Neumann, A., & Neumann, F. (2021). Exact Counting and~Sampling
of Optima for the Knapsack Problem. Learning and Intelligent Optimization,
40–54. https://doi.org/10.1007/978-3-030-92121-7_4
bibtex: '@inproceedings{Bossek_Neumann_Neumann_2021, place={Berlin, Heidelberg},
title={Exact Counting and~Sampling of Optima for the Knapsack Problem}, DOI={10.1007/978-3-030-92121-7_4},
booktitle={Learning and Intelligent Optimization}, publisher={Springer-Verlag},
author={Bossek, Jakob and Neumann, Aneta and Neumann, Frank}, year={2021}, pages={40–54}
}'
chicago: 'Bossek, Jakob, Aneta Neumann, and Frank Neumann. “Exact Counting And~Sampling
of Optima for the Knapsack Problem.” In Learning and Intelligent Optimization,
40–54. Berlin, Heidelberg: Springer-Verlag, 2021. https://doi.org/10.1007/978-3-030-92121-7_4.'
ieee: 'J. Bossek, A. Neumann, and F. Neumann, “Exact Counting and~Sampling of Optima
for the Knapsack Problem,” in Learning and Intelligent Optimization, 2021,
pp. 40–54, doi: 10.1007/978-3-030-92121-7_4.'
mla: Bossek, Jakob, et al. “Exact Counting And~Sampling of Optima for the Knapsack
Problem.” Learning and Intelligent Optimization, Springer-Verlag, 2021,
pp. 40–54, doi:10.1007/978-3-030-92121-7_4.
short: 'J. Bossek, A. Neumann, F. Neumann, in: Learning and Intelligent Optimization,
Springer-Verlag, Berlin, Heidelberg, 2021, pp. 40–54.'
date_created: 2023-11-14T15:58:54Z
date_updated: 2023-12-13T10:45:14Z
department:
- _id: '819'
doi: 10.1007/978-3-030-92121-7_4
extern: '1'
keyword:
- Dynamic programming
- Exact counting
- Sampling
- Zero-one knapsack problem
language:
- iso: eng
page: 40–54
place: Berlin, Heidelberg
publication: Learning and Intelligent Optimization
publication_identifier:
isbn:
- 978-3-030-92120-0
publication_status: published
publisher: Springer-Verlag
status: public
title: Exact Counting and~Sampling of Optima for the Knapsack Problem
type: conference
user_id: '102979'
year: '2021'
...
---
_id: '48860'
abstract:
- lang: eng
text: In the area of evolutionary computation the calculation of diverse sets of
high-quality solutions to a given optimization problem has gained momentum in
recent years under the term evolutionary diversity optimization. Theoretical insights
into the working principles of baseline evolutionary algorithms for diversity
optimization are still rare. In this paper we study the well-known Minimum Spanning
Tree problem (MST) in the context of diversity optimization where population diversity
is measured by the sum of pairwise edge overlaps. Theoretical results provide
insights into the fitness landscape of the MST diversity optimization problem
pointing out that even for a population of {$\mu$} = 2 fitness plateaus (of constant
length) can be reached, but nevertheless diverse sets can be calculated in polynomial
time. We supplement our theoretical results with a series of experiments for the
unconstrained and constraint case where all solutions need to fulfill a minimal
quality threshold. Our results show that a simple ({$\mu$} + 1)-EA can effectively
compute a diversified population of spanning trees of high quality.
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
citation:
ama: 'Bossek J, Neumann F. Evolutionary Diversity Optimization and the Minimum Spanning
Tree Problem. In: Proceedings of the Genetic and Evolutionary Computation Conference.
GECCO ’21. Association for Computing Machinery; 2021:198–206. doi:10.1145/3449639.3459363'
apa: Bossek, J., & Neumann, F. (2021). Evolutionary Diversity Optimization and
the Minimum Spanning Tree Problem. Proceedings of the Genetic and Evolutionary
Computation Conference, 198–206. https://doi.org/10.1145/3449639.3459363
bibtex: '@inproceedings{Bossek_Neumann_2021, place={New York, NY, USA}, series={GECCO
’21}, title={Evolutionary Diversity Optimization and the Minimum Spanning Tree
Problem}, DOI={10.1145/3449639.3459363},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
publisher={Association for Computing Machinery}, author={Bossek, Jakob and Neumann,
Frank}, year={2021}, pages={198–206}, collection={GECCO ’21} }'
chicago: 'Bossek, Jakob, and Frank Neumann. “Evolutionary Diversity Optimization
and the Minimum Spanning Tree Problem.” In Proceedings of the Genetic and Evolutionary
Computation Conference, 198–206. GECCO ’21. New York, NY, USA: Association
for Computing Machinery, 2021. https://doi.org/10.1145/3449639.3459363.'
ieee: 'J. Bossek and F. Neumann, “Evolutionary Diversity Optimization and the Minimum
Spanning Tree Problem,” in Proceedings of the Genetic and Evolutionary Computation
Conference, 2021, pp. 198–206, doi: 10.1145/3449639.3459363.'
mla: Bossek, Jakob, and Frank Neumann. “Evolutionary Diversity Optimization and
the Minimum Spanning Tree Problem.” Proceedings of the Genetic and Evolutionary
Computation Conference, Association for Computing Machinery, 2021, pp. 198–206,
doi:10.1145/3449639.3459363.
short: 'J. Bossek, F. Neumann, in: Proceedings of the Genetic and Evolutionary Computation
Conference, Association for Computing Machinery, New York, NY, USA, 2021, pp.
198–206.'
date_created: 2023-11-14T15:58:55Z
date_updated: 2023-12-13T10:45:37Z
department:
- _id: '819'
doi: 10.1145/3449639.3459363
extern: '1'
keyword:
- evolutionary algorithms
- evolutionary diversity optimization
- minimum spanning tree
- runtime analysis
language:
- iso: eng
page: 198–206
place: New York, NY, USA
publication: Proceedings of the Genetic and Evolutionary Computation Conference
publication_identifier:
isbn:
- 978-1-4503-8350-9
publication_status: published
publisher: Association for Computing Machinery
series_title: GECCO ’21
status: public
title: Evolutionary Diversity Optimization and the Minimum Spanning Tree Problem
type: conference
user_id: '102979'
year: '2021'
...
---
_id: '48862'
abstract:
- lang: eng
text: 'Most runtime analyses of randomised search heuristics focus on the expected
number of function evaluations to find a unique global optimum. We ask a fundamental
question: if additional search points are declared optimal, or declared as desirable
target points, do these additional optima speed up evolutionary algorithms? More
formally, we analyse the expected hitting time of a target set OPT {$\cup$} S
where S is a set of non-optimal search points and OPT is the set of optima and
compare it to the expected hitting time of OPT. We show that the answer to our
question depends on the number and placement of search points in S. For all black-box
algorithms and all fitness functions we show that, if additional optima are placed
randomly, even an exponential number of optima has a negligible effect on the
expected optimisation time. Considering Hamming balls around all global optima
gives an easier target for some algorithms and functions and can shift the phase
transition with respect to offspring population sizes in the (1,{$\lambda$}) EA
on One-Max. Finally, on functions where search trajectories typically join in
a single search point, turning one search point into an optimum drastically reduces
the expected optimisation time.'
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Dirk
full_name: Sudholt, Dirk
last_name: Sudholt
citation:
ama: 'Bossek J, Sudholt D. Do Additional Optima Speed up Evolutionary Algorithms?
In: Proceedings of the 16th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms. Association for Computing Machinery; 2021:1–11.'
apa: Bossek, J., & Sudholt, D. (2021). Do Additional Optima Speed up Evolutionary
Algorithms? In Proceedings of the 16th ACM/SIGEVO Conference on Foundations
of Genetic Algorithms (pp. 1–11). Association for Computing Machinery.
bibtex: '@inbook{Bossek_Sudholt_2021, place={New York, NY, USA}, title={Do Additional
Optima Speed up Evolutionary Algorithms?}, booktitle={Proceedings of the 16th
ACM/SIGEVO Conference on Foundations of Genetic Algorithms}, publisher={Association
for Computing Machinery}, author={Bossek, Jakob and Sudholt, Dirk}, year={2021},
pages={1–11} }'
chicago: 'Bossek, Jakob, and Dirk Sudholt. “Do Additional Optima Speed up Evolutionary
Algorithms?” In Proceedings of the 16th ACM/SIGEVO Conference on Foundations
of Genetic Algorithms, 1–11. New York, NY, USA: Association for Computing
Machinery, 2021.'
ieee: 'J. Bossek and D. Sudholt, “Do Additional Optima Speed up Evolutionary Algorithms?,”
in Proceedings of the 16th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms, New York, NY, USA: Association for Computing Machinery, 2021,
pp. 1–11.'
mla: Bossek, Jakob, and Dirk Sudholt. “Do Additional Optima Speed up Evolutionary
Algorithms?” Proceedings of the 16th ACM/SIGEVO Conference on Foundations of
Genetic Algorithms, Association for Computing Machinery, 2021, pp. 1–11.
short: 'J. Bossek, D. Sudholt, in: Proceedings of the 16th ACM/SIGEVO Conference
on Foundations of Genetic Algorithms, Association for Computing Machinery, New
York, NY, USA, 2021, pp. 1–11.'
date_created: 2023-11-14T15:58:55Z
date_updated: 2023-12-13T10:45:31Z
department:
- _id: '819'
extern: '1'
keyword:
- evolutionary algorithms
- pseudo-boolean functions
- runtime analysis
- theory
language:
- iso: eng
page: 1–11
place: New York, NY, USA
publication: Proceedings of the 16th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms
publication_identifier:
isbn:
- 978-1-4503-8352-3
publication_status: published
publisher: Association for Computing Machinery
status: public
title: Do Additional Optima Speed up Evolutionary Algorithms?
type: book_chapter
user_id: '102979'
year: '2021'
...