---
_id: '66698'
author:
- first_name: Freya
full_name: Dehn, Freya
id: '82900'
last_name: Dehn
citation:
ama: Dehn F. Professionalisierung angehender Lehrpersonen für Sprachbildung mittels
Unterrichtsvideos. Eine qualitative Inhaltsanalyse von Studierendentexten. die
hochschullehre. 2026;12(3):18-33.
apa: Dehn, F. (2026). Professionalisierung angehender Lehrpersonen für Sprachbildung
mittels Unterrichtsvideos. Eine qualitative Inhaltsanalyse von Studierendentexten.
Die Hochschullehre, 12(3), 18–33.
bibtex: '@article{Dehn_2026, title={Professionalisierung angehender Lehrpersonen
für Sprachbildung mittels Unterrichtsvideos. Eine qualitative Inhaltsanalyse von
Studierendentexten}, volume={12}, number={3}, journal={die hochschullehre}, author={Dehn,
Freya}, year={2026}, pages={18–33} }'
chicago: 'Dehn, Freya. “Professionalisierung Angehender Lehrpersonen Für Sprachbildung
Mittels Unterrichtsvideos. Eine Qualitative Inhaltsanalyse von Studierendentexten.”
Die Hochschullehre 12, no. 3 (2026): 18–33.'
ieee: F. Dehn, “Professionalisierung angehender Lehrpersonen für Sprachbildung mittels
Unterrichtsvideos. Eine qualitative Inhaltsanalyse von Studierendentexten,” die
hochschullehre, vol. 12, no. 3, pp. 18–33, 2026.
mla: Dehn, Freya. “Professionalisierung Angehender Lehrpersonen Für Sprachbildung
Mittels Unterrichtsvideos. Eine Qualitative Inhaltsanalyse von Studierendentexten.”
Die Hochschullehre, vol. 12, no. 3, 2026, pp. 18–33.
short: F. Dehn, Die Hochschullehre 12 (2026) 18–33.
date_created: 2026-08-12T13:46:02Z
date_updated: 2026-08-12T13:57:32Z
has_accepted_license: '1'
intvolume: ' 12'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: 'Dehn, F. (2026). Professionalisieurng angehender Lehrpersonen für Sprachbil-
dung mittels Unterrichtsvideos. Eine qualitative Inhaltsanalyse von Studierendentexten.
die hoch- schullehre, Jahrgang 12/2026. DOI: 10.3278/HSL2603W. Online unter: wbv.de/die-hochschullehre'
oa: '1'
page: 18-33
publication: die hochschullehre
status: public
title: Professionalisierung angehender Lehrpersonen für Sprachbildung mittels Unterrichtsvideos.
Eine qualitative Inhaltsanalyse von Studierendentexten
type: journal_article
user_id: '82900'
volume: 12
year: '2026'
...
---
_id: '66700'
author:
- first_name: Milena
full_name: Minova, Milena
last_name: Minova
- first_name: Ina-Maria
full_name: Maahs, Ina-Maria
last_name: Maahs
- first_name: Freya
full_name: Dehn, Freya
id: '82900'
last_name: Dehn
- first_name: Kathrin
full_name: Drews, Kathrin
last_name: Drews
- first_name: Brenda
full_name: Vieth, Brenda
id: '44920'
last_name: Vieth
- first_name: Lydia
full_name: Böttger, Lydia
last_name: Böttger
- first_name: Lena
full_name: Heine, Lena
last_name: Heine
- first_name: Constanze
full_name: Niederhaus, Constanze
id: '54999'
last_name: Niederhaus
- first_name: Heike
full_name: Roll, Heike
last_name: Roll
- first_name: Hans-Joachim
full_name: Roth, Hans-Joachim
last_name: Roth
citation:
ama: 'Minova M, Maahs I-M, Dehn F, et al. Deutsch Als Zweitsprache, Sprachbildung
Und Mehrsprachigkeit: Curriculare Grundlagen Für Die Professionalisierung von
Lehrkräften.; 2026. doi:10.17185/duepublico/86541'
apa: 'Minova, M., Maahs, I.-M., Dehn, F., Drews, K., Vieth, B., Böttger, L., Heine,
L., Niederhaus, C., Roll, H., & Roth, H.-J. (2026). Deutsch als Zweitsprache,
Sprachbildung und Mehrsprachigkeit: Curriculare Grundlagen für die Professionalisierung
von Lehrkräften. https://doi.org/10.17185/duepublico/86541'
bibtex: '@book{Minova_Maahs_Dehn_Drews_Vieth_Böttger_Heine_Niederhaus_Roll_Roth_2026,
title={Deutsch als Zweitsprache, Sprachbildung und Mehrsprachigkeit: Curriculare
Grundlagen für die Professionalisierung von Lehrkräften}, DOI={10.17185/duepublico/86541},
author={Minova, Milena and Maahs, Ina-Maria and Dehn, Freya and Drews, Kathrin
and Vieth, Brenda and Böttger, Lydia and Heine, Lena and Niederhaus, Constanze
and Roll, Heike and Roth, Hans-Joachim}, year={2026} }'
chicago: 'Minova, Milena, Ina-Maria Maahs, Freya Dehn, Kathrin Drews, Brenda Vieth,
Lydia Böttger, Lena Heine, Constanze Niederhaus, Heike Roll, and Hans-Joachim
Roth. Deutsch Als Zweitsprache, Sprachbildung Und Mehrsprachigkeit: Curriculare
Grundlagen Für Die Professionalisierung von Lehrkräften, 2026. https://doi.org/10.17185/duepublico/86541.'
ieee: 'M. Minova et al., Deutsch als Zweitsprache, Sprachbildung und Mehrsprachigkeit:
Curriculare Grundlagen für die Professionalisierung von Lehrkräften. 2026.'
mla: 'Minova, Milena, et al. Deutsch Als Zweitsprache, Sprachbildung Und Mehrsprachigkeit:
Curriculare Grundlagen Für Die Professionalisierung von Lehrkräften. 2026,
doi:10.17185/duepublico/86541.'
short: 'M. Minova, I.-M. Maahs, F. Dehn, K. Drews, B. Vieth, L. Böttger, L. Heine,
C. Niederhaus, H. Roll, H.-J. Roth, Deutsch Als Zweitsprache, Sprachbildung Und
Mehrsprachigkeit: Curriculare Grundlagen Für Die Professionalisierung von Lehrkräften,
2026.'
date_created: 2026-08-12T13:50:34Z
date_updated: 2026-08-12T13:57:01Z
doi: 10.17185/duepublico/86541
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://duepublico2.uni-due.de/receive/duepublico_mods_00086541
oa: '1'
status: public
title: 'Deutsch als Zweitsprache, Sprachbildung und Mehrsprachigkeit: Curriculare
Grundlagen für die Professionalisierung von Lehrkräften'
type: report
user_id: '82900'
year: '2026'
...
---
_id: '66683'
abstract:
- lang: eng
text: Design for Assembly, Disassembly and Reassembly (DfADR) prepares for high
levels of material circularity in terms of repair and remanufacturing. The intention
of reassembling products and their part simplies that inspection and sorting need
to be integrated with value-conserving objectives. Further, disassembly and reassembly
require higher competence levels of workforce than assembly. To provide the required
information during engineering, a metadata model (MDM) is required that links
established product models to capability models. Since processes to be carried
out for realizing a product largely determine required employees’ capabilities,
the proposed approach uses the ADR process domain to connect product and capability
domains. The research is based on a systematic literature analysis to identify
existing approaches regarding MDMs of ADR processes. Based on the results, an
integrative MDM is developed that answers defined competence questions. The model
enables queries which support engineers by feedback on which skills are required
for a product. This builds up a basis to check whether required skills are available
in the manufacturing company, either early in product engineering or later in
ADR planning.
author:
- first_name: I.
full_name: Gräßler, I.
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Thomas
full_name: Hesse, Thomas
id: '76202'
last_name: Hesse
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
citation:
ama: 'Gräßler I, Hesse T, Pottebaum J. Enabling extreme data by using DS/AI approaches.
In: Graessler I, ed. 1st International Symposium on Hybrid Intelligence in
Product and Production Engineering. Universitätsbibliothek; 2026. doi:10.17619/UNIPB/1-2640'
apa: Gräßler, I., Hesse, T., & Pottebaum, J. (2026). Enabling extreme data by
using DS/AI approaches. In I. Graessler (Ed.), 1st International Symposium
on Hybrid Intelligence in Product and Production Engineering. Universitätsbibliothek.
https://doi.org/10.17619/UNIPB/1-2640
bibtex: '@inproceedings{Gräßler_Hesse_Pottebaum_2026, place={Paderborn}, title={Enabling
extreme data by using DS/AI approaches}, DOI={10.17619/UNIPB/1-2640},
booktitle={1st International Symposium on Hybrid Intelligence in Product and Production
Engineering}, publisher={Universitätsbibliothek}, author={Gräßler, I. and Hesse,
Thomas and Pottebaum, Jens}, editor={Graessler, Iris}, year={2026} }'
chicago: 'Gräßler, I., Thomas Hesse, and Jens Pottebaum. “Enabling Extreme Data
by Using DS/AI Approaches.” In 1st International Symposium on Hybrid Intelligence
in Product and Production Engineering, edited by Iris Graessler. Paderborn:
Universitätsbibliothek, 2026. https://doi.org/10.17619/UNIPB/1-2640.'
ieee: 'I. Gräßler, T. Hesse, and J. Pottebaum, “Enabling extreme data by using DS/AI
approaches,” in 1st International Symposium on Hybrid Intelligence in Product
and Production Engineering, Paderborn, 2026, doi: 10.17619/UNIPB/1-2640.'
mla: Gräßler, I., et al. “Enabling Extreme Data by Using DS/AI Approaches.” 1st
International Symposium on Hybrid Intelligence in Product and Production Engineering,
edited by Iris Graessler, Universitätsbibliothek, 2026, doi:10.17619/UNIPB/1-2640.
short: 'I. Gräßler, T. Hesse, J. Pottebaum, in: I. Graessler (Ed.), 1st International
Symposium on Hybrid Intelligence in Product and Production Engineering, Universitätsbibliothek,
Paderborn, 2026.'
conference:
location: Paderborn
start_date: '25'
date_created: 2026-08-07T11:59:52Z
date_updated: 2026-08-13T08:14:20Z
department:
- _id: '152'
doi: 10.17619/UNIPB/1-2640
editor:
- first_name: Iris
full_name: Graessler, Iris
last_name: Graessler
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Paderborn
publication: 1st International Symposium on Hybrid Intelligence in Product and Production
Engineering
publication_status: published
publisher: Universitätsbibliothek
quality_controlled: '1'
status: public
title: Enabling extreme data by using DS/AI approaches
type: conference
user_id: '76202'
year: '2026'
...
---
_id: '66514'
abstract:
- lang: eng
text: Manufacturing companies increasingly integrate the strive towards sustainability
into product engineering to reduce resource consumption and environmental impacts.
A substantial share of a product’s environmental performance is determined during
engineering. Early assessments rely on generic data, which is gradually replaced
by more concrete simulation and primary data as product maturity increases. The
effective use of engineering simulation models for Life Cycle Assessment (LCA)
therefore remains a central challenge under heterogeneous, distributed and rapidly
evolving data. This article presents a systematic review of product engineering
approaches for integrating simulation models into LCA. A seven-step research approach
is applied to identify, categorize and evaluate existing approaches across CAx
tools. Relevant simulation parameters for sustainability assessment, including
material properties, process descriptors, consumables and waste streams, are identified
and analyzed. Based on identified data characteristics, the potential of Data
Science and Artificial Intelligence methods for LCA data preparation is assessed.
A conceptual knowledge-graph-based decision support approach is derived to enable
structured integration, traceability and reuse of simulation data for sustainability
assessment. The approach is evaluated using criteria from literature. Structured
integration of simulation data improves early-stage data quality and supports
decision-making in sustainable product engineering.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Simon
full_name: Aydin, Simon
id: '74512'
last_name: Aydin
- first_name: Sven
full_name: Rarbach, Sven
id: '67999'
last_name: Rarbach
orcid: https://orcid.org/0000-0003-0602-9923
citation:
ama: 'Gräßler I, Aydin S, Rarbach S. Systematic review of engineering simulation
models for life cycle assessment. In: Gräßler I, ed. 1st International Symposium:
March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University. Universitätsbibliothek;
2026. doi:10.17619/UNIPB/1-2637'
apa: 'Gräßler, I., Aydin, S., & Rarbach, S. (2026). Systematic review of engineering
simulation models for life cycle assessment. In I. Gräßler (Ed.), 1st International
Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University.
Universitätsbibliothek. https://doi.org/10.17619/UNIPB/1-2637'
bibtex: '@inproceedings{Gräßler_Aydin_Rarbach_2026, place={Paderborn}, title={Systematic
review of engineering simulation models for life cycle assessment}, DOI={10.17619/UNIPB/1-2637},
booktitle={1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University}, publisher={Universitätsbibliothek}, author={Gräßler, Iris
and Aydin, Simon and Rarbach, Sven}, editor={Gräßler, Iris}, year={2026} }'
chicago: 'Gräßler, Iris, Simon Aydin, and Sven Rarbach. “Systematic Review of Engineering
Simulation Models for Life Cycle Assessment.” In 1st International Symposium:
March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University, edited
by Iris Gräßler. Paderborn: Universitätsbibliothek, 2026. https://doi.org/10.17619/UNIPB/1-2637.'
ieee: 'I. Gräßler, S. Aydin, and S. Rarbach, “Systematic review of engineering simulation
models for life cycle assessment,” in 1st International Symposium: March 24
– 26, 2026, Heinz Nixdorf Institute, Paderborn University, Paderborn, 2026,
doi: 10.17619/UNIPB/1-2637.'
mla: 'Gräßler, Iris, et al. “Systematic Review of Engineering Simulation Models
for Life Cycle Assessment.” 1st International Symposium: March 24 – 26, 2026,
Heinz Nixdorf Institute, Paderborn University, edited by Iris Gräßler, Universitätsbibliothek,
2026, doi:10.17619/UNIPB/1-2637.'
short: 'I. Gräßler, S. Aydin, S. Rarbach, in: I. Gräßler (Ed.), 1st International
Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University,
Universitätsbibliothek, Paderborn, 2026.'
conference:
end_date: '20260326'
location: Paderborn
name: International Symposium on Hybrid Intelligence in Product and Production Engineering
1. 2026 Paderborn
start_date: '20260324'
date_created: 2026-07-16T09:41:28Z
date_updated: 2026-08-13T08:18:14Z
department:
- _id: '152'
doi: 10.17619/UNIPB/1-2637
editor:
- first_name: Iris
full_name: Gräßler, Iris
last_name: Gräßler
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://digital.ub.uni-paderborn.de/hs/download/pdf/8359171
oa: '1'
place: Paderborn
publication: '1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University'
publisher: Universitätsbibliothek
quality_controlled: '1'
status: public
title: Systematic review of engineering simulation models for life cycle assessment
type: conference
user_id: '67999'
year: '2026'
...
---
_id: '66704'
citation:
ama: 'Gräßler I, ed. 1st International Symposium : March 24 – 26, 2026, Heinz
Nixdorf Institute, Paderborn University. Universitätsbibliothek; 2026. doi:10.17619/UNIPB/1-2663'
apa: 'Gräßler, I. (Ed.). (2026). 1st International Symposium : March 24 – 26,
2026, Heinz Nixdorf Institute, Paderborn University. Universitätsbibliothek.
https://doi.org/10.17619/UNIPB/1-2663'
bibtex: '@book{Gräßler_2026, title={1st International Symposium : March 24 – 26,
2026, Heinz Nixdorf Institute, Paderborn University}, DOI={10.17619/UNIPB/1-2663},
publisher={Universitätsbibliothek}, year={2026} }'
chicago: 'Gräßler, Iris, ed. 1st International Symposium : March 24 – 26, 2026,
Heinz Nixdorf Institute, Paderborn University. Universitätsbibliothek, 2026.
https://doi.org/10.17619/UNIPB/1-2663.'
ieee: 'I. Gräßler, Ed., 1st International Symposium : March 24 – 26, 2026, Heinz
Nixdorf Institute, Paderborn University. Universitätsbibliothek, 2026.'
mla: 'Gräßler, Iris, editor. 1st International Symposium : March 24 – 26, 2026,
Heinz Nixdorf Institute, Paderborn University. Universitätsbibliothek, 2026,
doi:10.17619/UNIPB/1-2663.'
short: 'I. Gräßler, ed., 1st International Symposium : March 24 – 26, 2026, Heinz
Nixdorf Institute, Paderborn University, Universitätsbibliothek, 2026.'
conference:
end_date: '20260326'
location: Paderborn
name: International Symposium on Hybrid Intelligence in Product and Production Engineering
1
start_date: '20260324'
date_created: 2026-08-13T08:39:46Z
date_updated: 2026-08-13T08:46:01Z
department:
- _id: '152'
doi: 10.17619/UNIPB/1-2663
editor:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://digital.ub.uni-paderborn.de/hs/download/pdf/8360574
oa: '1'
publisher: Universitätsbibliothek
quality_controlled: '1'
status: public
title: '1st International Symposium : March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University'
type: conference_editor
user_id: '5905'
year: '2026'
...
---
_id: '66547'
abstract:
- lang: eng
text: 'Tacit knowledge is particularly valuable in product engineering. Experiences
reside in minds of employees and are not systematically documented but could have
a significant influence on sustainable product engineering. Existing approaches
do not offer sufficient support for harnessing technical tacit knowledge regarding
sustainable product engineering. In this paper a three-step method is presented:
The method contains knowledge acquisition, requirements extraction und requirements
validation for quality assurance. Acquisition is performed by support artifacts
like interview guidelines. Extraction is supported by Artificial Intelligence,
converting statements into requirements. These requirements are validated using
a specific questionnaire. The developed approach is applied in a funded project
of the European Union (EU) with automotive industry partners. The method supports
product engineers to collect tacit knowledge from experienced employees, transform
unsystematic knowledge into standardized technical requirements and validate them.
Application of this method enables creation of validated requirements that can
be applied throughout the company and are not exclusively dependent on a single
employee.'
author:
- first_name: Johanna
full_name: Mansheim, Johanna
id: '98210'
last_name: Mansheim
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Jan Niklas
full_name: Pfeifer, Jan Niklas
id: '62841'
last_name: Pfeifer
citation:
ama: 'Mansheim J, Gräßler I, Pfeifer JN. Harnessing tacit Knowledge from Sustainable
Product Engineering through Artificial Intelligence. In: Graessler I, ed. 1st
International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn
University. Vol 1. International Symposium on Hybrid Intelligence in Product
and Production Engineering. Universitätsbibliothek; 2026:229-238. doi:10.17619/UNIPB/1-2639'
apa: 'Mansheim, J., Gräßler, I., & Pfeifer, J. N. (2026). Harnessing tacit Knowledge
from Sustainable Product Engineering through Artificial Intelligence. In I. Graessler
(Ed.), 1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University (Vol. 1, pp. 229–238). Universitätsbibliothek. https://doi.org/10.17619/UNIPB/1-2639'
bibtex: '@inproceedings{Mansheim_Gräßler_Pfeifer_2026, place={Paderborn}, series={International
Symposium on Hybrid Intelligence in Product and Production Engineering}, title={Harnessing
tacit Knowledge from Sustainable Product Engineering through Artificial Intelligence},
volume={1}, DOI={10.17619/UNIPB/1-2639},
booktitle={1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University}, publisher={Universitätsbibliothek}, author={Mansheim, Johanna
and Gräßler, Iris and Pfeifer, Jan Niklas}, editor={Graessler, Iris}, year={2026},
pages={229–238}, collection={International Symposium on Hybrid Intelligence in
Product and Production Engineering} }'
chicago: 'Mansheim, Johanna, Iris Gräßler, and Jan Niklas Pfeifer. “Harnessing Tacit
Knowledge from Sustainable Product Engineering through Artificial Intelligence.”
In 1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University, edited by Iris Graessler, 1:229–38. International Symposium
on Hybrid Intelligence in Product and Production Engineering. Paderborn: Universitätsbibliothek,
2026. https://doi.org/10.17619/UNIPB/1-2639.'
ieee: 'J. Mansheim, I. Gräßler, and J. N. Pfeifer, “Harnessing tacit Knowledge from
Sustainable Product Engineering through Artificial Intelligence,” in 1st International
Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University,
Paderborn, 2026, vol. 1, pp. 229–238, doi: 10.17619/UNIPB/1-2639.'
mla: 'Mansheim, Johanna, et al. “Harnessing Tacit Knowledge from Sustainable Product
Engineering through Artificial Intelligence.” 1st International Symposium:
March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University, edited
by Iris Graessler, vol. 1, Universitätsbibliothek, 2026, pp. 229–38, doi:10.17619/UNIPB/1-2639.'
short: 'J. Mansheim, I. Gräßler, J.N. Pfeifer, in: I. Graessler (Ed.), 1st International
Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University,
Universitätsbibliothek, Paderborn, 2026, pp. 229–238.'
conference:
end_date: 2026-03-26
location: Paderborn
name: International Symposium on Hybrid Intelligence in Product and Production Engineering
1. 2026 Paderborn
start_date: 2026-03-24
date_created: 2026-07-20T13:16:49Z
date_updated: 2026-08-13T09:02:56Z
department:
- _id: '152'
doi: 10.17619/UNIPB/1-2639
editor:
- first_name: Iris
full_name: Graessler, Iris
last_name: Graessler
intvolume: ' 1'
keyword:
- Tacit knowledge
- Sustainability
- Product Engineering
- Artificial Intelligence
language:
- iso: eng
page: 229-238
place: Paderborn
publication: '1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University'
publication_status: published
publisher: Universitätsbibliothek
quality_controlled: '1'
series_title: International Symposium on Hybrid Intelligence in Product and Production
Engineering
status: public
title: Harnessing tacit Knowledge from Sustainable Product Engineering through Artificial
Intelligence
type: conference
user_id: '98210'
volume: 1
year: '2026'
...
---
_id: '66702'
abstract:
- lang: eng
text: Strategic product planning defines foresighted directions for product engineering
by determining which ideas, technologies and concepts are pursued further. Decisions
made in this phase strongly influence subsequent life cycle phases but are characterized
by high uncertainty, fragmented information, and predominantly qualitative assessment
practices. At the same time, increasing digitalization generates large, heterogeneous,
and dynamic data from markets, engineering, usage, and sustainability domains.
In this work, such information is understood as extreme data, as its heterogeneity,
variety, and dynamics exceed the capabilities of traditional planning approaches.
This paper investigates the potential of leveraging extreme data to strengthen
hybrid decision support in strategic product planning. A structured literature
review is conducted to identify key challenges. These challenges are analysed
along the generic product life cycle to capture decision points, information flows,
and information circularity. Relevant data sources are identified with respect
to their relevance for strategic decisions. Based on this analysis, seventeen
potentials for hybrid decision support are derived and clustered into five fields
of action. The results indicate that extreme data can enhance strategic foresight,
idea evaluation and portfolio decisions, lifecycle-spanning knowledge integration,
engineering support for strategic decisions, and the adoption of AI-based methods.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Julius Hendrik
full_name: Goldstein, Julius Hendrik
id: '63262'
last_name: Goldstein
citation:
ama: 'Gräßler I, Goldstein JH. Hybrid decision support in strategic product planning.
In: Gräßler I, ed. 1st International Symposium: March 24 – 26, 2026, Heinz
Nixdorf Institute, Paderborn University. Universitätsbibliothek; 2026. doi:10.17619/UNIPB/1-2644'
apa: 'Gräßler, I., & Goldstein, J. H. (2026). Hybrid decision support in strategic
product planning. In I. Gräßler (Ed.), 1st International Symposium: March 24
– 26, 2026, Heinz Nixdorf Institute, Paderborn University. Universitätsbibliothek.
https://doi.org/10.17619/UNIPB/1-2644'
bibtex: '@inproceedings{Gräßler_Goldstein_2026, title={Hybrid decision support in
strategic product planning}, DOI={10.17619/UNIPB/1-2644},
booktitle={1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University}, publisher={Universitätsbibliothek}, author={Gräßler, Iris
and Goldstein, Julius Hendrik}, editor={Gräßler, Iris}, year={2026} }'
chicago: 'Gräßler, Iris, and Julius Hendrik Goldstein. “Hybrid Decision Support
in Strategic Product Planning.” In 1st International Symposium: March 24 –
26, 2026, Heinz Nixdorf Institute, Paderborn University, edited by Iris Gräßler.
Universitätsbibliothek, 2026. https://doi.org/10.17619/UNIPB/1-2644.'
ieee: 'I. Gräßler and J. H. Goldstein, “Hybrid decision support in strategic product
planning,” in 1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf
Institute, Paderborn University, Paderborn, 2026, doi: 10.17619/UNIPB/1-2644.'
mla: 'Gräßler, Iris, and Julius Hendrik Goldstein. “Hybrid Decision Support in Strategic
Product Planning.” 1st International Symposium: March 24 – 26, 2026, Heinz
Nixdorf Institute, Paderborn University, edited by Iris Gräßler, Universitätsbibliothek,
2026, doi:10.17619/UNIPB/1-2644.'
short: 'I. Gräßler, J.H. Goldstein, in: I. Gräßler (Ed.), 1st International Symposium:
March 24 – 26, 2026, Heinz Nixdorf Institute, Paderborn University, Universitätsbibliothek,
2026.'
conference:
end_date: 2026-03-26
location: Paderborn
name: International Symposium on Hybrid Intelligence in Product and Production Engineering
1. 2026 Paderborn
start_date: 2026-03-24
date_created: 2026-08-13T07:29:06Z
date_updated: 2026-08-13T09:04:28Z
doi: 10.17619/UNIPB/1-2644
editor:
- first_name: Iris
full_name: Gräßler, Iris
last_name: Gräßler
language:
- iso: eng
publication: '1st International Symposium: March 24 – 26, 2026, Heinz Nixdorf Institute,
Paderborn University'
publisher: Universitätsbibliothek
quality_controlled: '1'
status: public
title: Hybrid decision support in strategic product planning
type: conference
user_id: '63262'
year: '2026'
...
---
_id: '66687'
abstract:
- lang: eng
text: With a range of consumer devices available, augmented reality (AR) continues
to make its way into everyday life and is also increasingly used in professional
and sensitive contexts. Especially collaborative use cases, such as remote meetings
or maintenance, offer potential, but also move issues in the area of privacy and
security into focus. We conducted a scoping review to gain an overview of the
current situation and found a lack of clear standards, with most approaches focusing
on single protection features. Using the knowledge from the scoping review, we
set up and conducted expert interviews. They revealed that end-users are almost
completely dependent on developers or device manufacturers regarding their options
for protection. The interviews also showed that most developers put little focus
on privacy and security, often due to external constraints, such as employers
treating the topic as an “afterthought” and not budgeting enough time for it.
The experts suggested offering better software support to developers to enable
the inclusion of privacy and security with less overhead as a solution. It was
also suggested that a general rise in privacy and security awareness could improve
the overall situation.
author:
- first_name: Sarah Claudia
full_name: Krings, Sarah Claudia
id: '64063'
last_name: Krings
orcid: 0000-0001-8040-7553
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Stefan
full_name: Sauer, Stefan
id: '447'
last_name: Sauer
orcid: 0000-0003-3084-0409
citation:
ama: 'Krings SC, Yigitbas E, Sauer S. Perspectives on Privacy and Security in Collaborative
AR - Insights from a Scoping Review and an Expert Interview Study. In: Maciel
C, Spano DL, Ardito C, Freire A, Prates R, eds. Blending Experiences in Interaction
Design. Springer Nature Switzerland; 2026:253–276.'
apa: Krings, S. C., Yigitbas, E., & Sauer, S. (2026). Perspectives on Privacy
and Security in Collaborative AR - Insights from a Scoping Review and an Expert
Interview Study. In C. Maciel, D. L. Spano, C. Ardito, A. Freire, & R. Prates
(Eds.), Blending Experiences in Interaction Design (pp. 253–276). Springer
Nature Switzerland.
bibtex: '@inproceedings{Krings_Yigitbas_Sauer_2026, place={Cham}, title={Perspectives
on Privacy and Security in Collaborative AR - Insights from a Scoping Review and
an Expert Interview Study}, booktitle={Blending Experiences in Interaction Design},
publisher={Springer Nature Switzerland}, author={Krings, Sarah Claudia and Yigitbas,
Enes and Sauer, Stefan}, editor={Maciel, Cristiano and Spano, Davide Lucio and
Ardito, Carmelo and Freire, André and Prates, Raquel}, year={2026}, pages={253–276}
}'
chicago: 'Krings, Sarah Claudia, Enes Yigitbas, and Stefan Sauer. “Perspectives
on Privacy and Security in Collaborative AR - Insights from a Scoping Review and
an Expert Interview Study.” In Blending Experiences in Interaction Design,
edited by Cristiano Maciel, Davide Lucio Spano, Carmelo Ardito, André Freire,
and Raquel Prates, 253–276. Cham: Springer Nature Switzerland, 2026.'
ieee: S. C. Krings, E. Yigitbas, and S. Sauer, “Perspectives on Privacy and Security
in Collaborative AR - Insights from a Scoping Review and an Expert Interview Study,”
in Blending Experiences in Interaction Design, 2026, pp. 253–276.
mla: Krings, Sarah Claudia, et al. “Perspectives on Privacy and Security in Collaborative
AR - Insights from a Scoping Review and an Expert Interview Study.” Blending
Experiences in Interaction Design, edited by Cristiano Maciel et al., Springer
Nature Switzerland, 2026, pp. 253–276.
short: 'S.C. Krings, E. Yigitbas, S. Sauer, in: C. Maciel, D.L. Spano, C. Ardito,
A. Freire, R. Prates (Eds.), Blending Experiences in Interaction Design, Springer
Nature Switzerland, Cham, 2026, pp. 253–276.'
date_created: 2026-08-10T09:39:10Z
date_updated: 2026-08-13T09:38:27Z
department:
- _id: '66'
- _id: '534'
editor:
- first_name: Cristiano
full_name: Maciel, Cristiano
last_name: Maciel
- first_name: Davide Lucio
full_name: Spano, Davide Lucio
last_name: Spano
- first_name: Carmelo
full_name: Ardito, Carmelo
last_name: Ardito
- first_name: André
full_name: Freire, André
last_name: Freire
- first_name: Raquel
full_name: Prates, Raquel
last_name: Prates
language:
- iso: eng
page: 253–276
place: Cham
publication: Blending Experiences in Interaction Design
publication_identifier:
isbn:
- 978-3-032-22934-2
publisher: Springer Nature Switzerland
status: public
title: Perspectives on Privacy and Security in Collaborative AR - Insights from a
Scoping Review and an Expert Interview Study
type: conference
user_id: '8447'
year: '2026'
...
---
_id: '66688'
author:
- first_name: Dennis
full_name: Wüppelmann, Dennis
id: '92503'
last_name: Wüppelmann
orcid: 0009-0008-8979-1457
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Wüppelmann D, Yigitbas E. SecCityVR: Visualization and Collaborative Exploration
of Software Vulnerabilities in Virtual Reality. GI - Software Engineering .
Published online 2026. doi:10.18420/se2026_53'
apa: 'Wüppelmann, D., & Yigitbas, E. (2026). SecCityVR: Visualization and Collaborative
Exploration of Software Vulnerabilities in Virtual Reality. GI - Software Engineering
. https://doi.org/10.18420/se2026_53'
bibtex: '@article{Wüppelmann_Yigitbas_2026, title={SecCityVR: Visualization and
Collaborative Exploration of Software Vulnerabilities in Virtual Reality}, DOI={10.18420/se2026_53}, journal={GI
- Software Engineering }, publisher={Gesellschaft für Informatik, Bonn}, author={Wüppelmann,
Dennis and Yigitbas, Enes}, year={2026} }'
chicago: 'Wüppelmann, Dennis, and Enes Yigitbas. “SecCityVR: Visualization and Collaborative
Exploration of Software Vulnerabilities in Virtual Reality.” GI - Software
Engineering , 2026. https://doi.org/10.18420/se2026_53.'
ieee: 'D. Wüppelmann and E. Yigitbas, “SecCityVR: Visualization and Collaborative
Exploration of Software Vulnerabilities in Virtual Reality,” GI - Software
Engineering , 2026, doi: 10.18420/se2026_53.'
mla: 'Wüppelmann, Dennis, and Enes Yigitbas. “SecCityVR: Visualization and Collaborative
Exploration of Software Vulnerabilities in Virtual Reality.” GI - Software
Engineering , Gesellschaft für Informatik, Bonn, 2026, doi:10.18420/se2026_53.'
short: D. Wüppelmann, E. Yigitbas, GI - Software Engineering (2026).
date_created: 2026-08-10T09:49:48Z
date_updated: 2026-08-13T09:39:18Z
department:
- _id: '66'
- _id: '534'
doi: 10.18420/se2026_53
language:
- iso: eng
publication: 'GI - Software Engineering '
publication_identifier:
issn:
- 2944-7682
publisher: Gesellschaft für Informatik, Bonn
status: public
title: 'SecCityVR: Visualization and Collaborative Exploration of Software Vulnerabilities
in Virtual Reality'
type: journal_article
user_id: '8447'
year: '2026'
...