---
_id: '35728'
abstract:
- lang: eng
text: Technological developments such as Cloud Computing, the Internet of Things,
Big Data and Artificial Intelligence continue to drive the digital transformation
of business and society. With the advent of platform-based ecosystems and their
potential to address complex challenges, there is a trend towards greater interconnectedness
between different stakeholders to co-create services based on the provision and
use of data. While previous research on digital transformation mainly focused
on digital transformation within organizations, it is of growing importance to
understand the implications for digital transformation on different layers (e.g.,
interorganizational cooperation and platform ecosystems). In particular, the conceptualization
and implications of public data spaces and related ecosystems provide promising
research opportunities. This special issue contains five papers on the topic of
digital transformation and, with the editorial, further contributes by providing
an initial conceptualization of public data spaces' potential to foster innovative
progress and digital transformation from a management perspective.
article_type: letter_note
author:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Thomas
full_name: Hess, Thomas
last_name: Hess
- first_name: Antonia
full_name: Köster, Antonia
last_name: Köster
- first_name: Christiane
full_name: Lehrer, Christiane
last_name: Lehrer
citation:
ama: 'Beverungen D, Hess T, Köster A, Lehrer C. From private digital platforms to
public data spaces: implications for the digital transformation. Electronic
Markets. 2022;32:493-501. doi:10.1007/s12525-022-00553-z'
apa: 'Beverungen, D., Hess, T., Köster, A., & Lehrer, C. (2022). From private
digital platforms to public data spaces: implications for the digital transformation.
Electronic Markets, 32, 493–501. https://doi.org/10.1007/s12525-022-00553-z'
bibtex: '@article{Beverungen_Hess_Köster_Lehrer_2022, title={From private digital
platforms to public data spaces: implications for the digital transformation},
volume={32}, DOI={10.1007/s12525-022-00553-z},
journal={Electronic Markets}, publisher={Springer Science and Business Media LLC},
author={Beverungen, Daniel and Hess, Thomas and Köster, Antonia and Lehrer, Christiane},
year={2022}, pages={493–501} }'
chicago: 'Beverungen, Daniel, Thomas Hess, Antonia Köster, and Christiane Lehrer.
“From Private Digital Platforms to Public Data Spaces: Implications for the Digital
Transformation.” Electronic Markets 32 (2022): 493–501. https://doi.org/10.1007/s12525-022-00553-z.'
ieee: 'D. Beverungen, T. Hess, A. Köster, and C. Lehrer, “From private digital platforms
to public data spaces: implications for the digital transformation,” Electronic
Markets, vol. 32, pp. 493–501, 2022, doi: 10.1007/s12525-022-00553-z.'
mla: 'Beverungen, Daniel, et al. “From Private Digital Platforms to Public Data
Spaces: Implications for the Digital Transformation.” Electronic Markets,
vol. 32, Springer Science and Business Media LLC, 2022, pp. 493–501, doi:10.1007/s12525-022-00553-z.'
short: D. Beverungen, T. Hess, A. Köster, C. Lehrer, Electronic Markets 32 (2022)
493–501.
date_created: 2023-01-10T09:52:01Z
date_updated: 2024-04-18T12:37:41Z
ddc:
- '380'
department:
- _id: '526'
doi: 10.1007/s12525-022-00553-z
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2024-04-18T12:35:42Z
date_updated: 2024-04-18T12:35:42Z
file_id: '53572'
file_name: EM - From Private Platforms o Pubic Data Spaces.pdf
file_size: 861383
relation: main_file
success: 1
file_date_updated: 2024-04-18T12:35:42Z
has_accepted_license: '1'
intvolume: ' 32'
keyword:
- Digital transformation
- Public data spaces
- Digital platforms
- GAIA-X
language:
- iso: eng
page: 493-501
publication: Electronic Markets
publication_identifier:
issn:
- 1019-6781
- 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'From private digital platforms to public data spaces: implications for the
digital transformation'
type: journal_article
user_id: '59677'
volume: 32
year: '2022'
...
---
_id: '35732'
abstract:
- lang: eng
text: While the Information Systems (IS) discipline has researched digital platforms
extensively, the body of knowledge appertaining to platforms still appears fragmented
and lacking conceptual consistency. Based on automated text mining and unsupervised
machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive
research on platforms—comprising 11,049 papers spanning 44 years of research activity.
From a cluster analysis concerning platform concepts’ semantically most similar
words, we identify six research streams on platforms, each with their own platform
terms. Based on interpreting the identified concepts vis-à-vis the extant research
and considering a temporal perspective on the concepts’ application, we present
a lexicon of platform concepts, to guide further research on platforms in the
IS discipline. Researchers and managers can build on our results to position their
work appropriately, applying a specific theoretical perspective on platforms in
isolation or combining multiple perspectives to study platform phenomena at a
more abstract level.
article_type: original
author:
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Hedda
full_name: Lüttenberg, Hedda
last_name: Lüttenberg
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the
lexicon of platforms in information systems: a data-driven study. Electronic
Markets. 2022;32:375-396. doi:10.1007/s12525-022-00530-6'
apa: 'Bartelheimer, C., zur Heiden, P., Lüttenberg, H., & Beverungen, D. (2022).
Systematizing the lexicon of platforms in information systems: a data-driven study.
Electronic Markets, 32, 375–396. https://doi.org/10.1007/s12525-022-00530-6'
bibtex: '@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing
the lexicon of platforms in information systems: a data-driven study}, volume={32},
DOI={10.1007/s12525-022-00530-6},
journal={Electronic Markets}, publisher={Springer Science and Business Media LLC},
author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda
and Beverungen, Daniel}, year={2022}, pages={375–396} }'
chicago: 'Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel
Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A
Data-Driven Study.” Electronic Markets 32 (2022): 375–96. https://doi.org/10.1007/s12525-022-00530-6.'
ieee: 'C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing
the lexicon of platforms in information systems: a data-driven study,” Electronic
Markets, vol. 32, pp. 375–396, 2022, doi: 10.1007/s12525-022-00530-6.'
mla: 'Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in
Information Systems: A Data-Driven Study.” Electronic Markets, vol. 32,
Springer Science and Business Media LLC, 2022, pp. 375–96, doi:10.1007/s12525-022-00530-6.'
short: C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic
Markets 32 (2022) 375–396.
date_created: 2023-01-10T10:00:55Z
date_updated: 2024-04-18T12:40:34Z
ddc:
- '380'
department:
- _id: '526'
doi: 10.1007/s12525-022-00530-6
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2024-04-18T12:39:00Z
date_updated: 2024-04-18T12:39:00Z
file_id: '53573'
file_name: EM - Lexicon of Platform Terms.pdf
file_size: 1262427
relation: main_file
success: 1
file_date_updated: 2024-04-18T12:39:00Z
has_accepted_license: '1'
intvolume: ' 32'
jel:
- L86
keyword:
- Platform
- Text mining
- Machine learning
- Data communications
- Interpretive research
- Systems design and implementation
language:
- iso: eng
page: 375-396
publication: Electronic Markets
publication_identifier:
issn:
- 1019-6781
- 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'Systematizing the lexicon of platforms in information systems: a data-driven
study'
type: journal_article
user_id: '59677'
volume: 32
year: '2022'
...
---
_id: '41487'
author:
- first_name: Weinzierl
full_name: Sven, Weinzierl
last_name: Sven
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Sandra
full_name: Zilker, Sandra
last_name: Zilker
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Martin
full_name: Matzner, Martin
last_name: Matzner
citation:
ama: 'Sven W, Bartelheimer C, Zilker S, Beverungen D, Matzner M. A Method for Predicting
Workarounds in Business Processes. In: Proceedings of the 26th Pacific Asia
Conference on Information Systems (PACIS). ; 2022.'
apa: Sven, W., Bartelheimer, C., Zilker, S., Beverungen, D., & Matzner, M. (2022). A
Method for Predicting Workarounds in Business Processes. Proceedings of the
26th Pacific Asia Conference on Information Systems (PACIS).
bibtex: '@inproceedings{Sven_Bartelheimer_Zilker_Beverungen_Matzner_2022, place={Taipei/Sydney
(Virtual Conference)}, title={ A Method for Predicting Workarounds in Business
Processes}, booktitle={Proceedings of the 26th Pacific Asia Conference on Information
Systems (PACIS)}, author={Sven, Weinzierl and Bartelheimer, Christian and Zilker,
Sandra and Beverungen, Daniel and Matzner, Martin}, year={2022} }'
chicago: Sven, Weinzierl, Christian Bartelheimer, Sandra Zilker, Daniel Beverungen,
and Martin Matzner. “ A Method for Predicting Workarounds in Business Processes.”
In Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS).
Taipei/Sydney (Virtual Conference), 2022.
ieee: W. Sven, C. Bartelheimer, S. Zilker, D. Beverungen, and M. Matzner, “ A Method
for Predicting Workarounds in Business Processes,” 2022.
mla: Sven, Weinzierl, et al. “ A Method for Predicting Workarounds in Business Processes.”
Proceedings of the 26th Pacific Asia Conference on Information Systems (PACIS),
2022.
short: 'W. Sven, C. Bartelheimer, S. Zilker, D. Beverungen, M. Matzner, in: Proceedings
of the 26th Pacific Asia Conference on Information Systems (PACIS), Taipei/Sydney
(Virtual Conference), 2022.'
date_created: 2023-02-02T13:40:27Z
date_updated: 2023-02-02T13:40:35Z
department:
- _id: '195'
language:
- iso: eng
place: Taipei/Sydney (Virtual Conference)
publication: Proceedings of the 26th Pacific Asia Conference on Information Systems
(PACIS)
status: public
title: ' A Method for Predicting Workarounds in Business Processes'
type: conference
user_id: '49160'
year: '2022'
...
---
_id: '30735'
abstract:
- lang: eng
text: While the Information Systems (IS) discipline has researched digital platforms
extensively, the body of knowledge appertaining to platforms still appears fragmented
and lacking conceptual consistency. Based on automated text mining and unsupervised
machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive
research on platforms—comprising 11,049 papers spanning 44 years of research activity.
From a cluster analysis concerning platform concepts’ semantically most similar
words, we identify six research streams on platforms, each with their own platform
terms. Based on interpreting the identified concepts vis-à-vis the extant research
and considering a temporal perspective on the concepts’ application, we present
a lexicon of platform concepts, to guide further research on platforms in the
IS discipline. Researchers and managers can build on our results to position their
work appropriately, applying a specific theoretical perspective on platforms in
isolation or combining multiple perspectives to study platform phenomena at a
more abstract level.
author:
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Hedda
full_name: Lüttenberg, Hedda
id: '60612'
last_name: Lüttenberg
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the
lexicon of platforms in information systems: a data-driven study. Electronic
Markets. Published online 2022. doi:10.1007/s12525-022-00530-6'
apa: 'Bartelheimer, C., zur Heiden, P., Lüttenberg, H., & Beverungen, D. (2022).
Systematizing the lexicon of platforms in information systems: a data-driven study.
Electronic Markets. https://doi.org/10.1007/s12525-022-00530-6'
bibtex: '@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing
the lexicon of platforms in information systems: a data-driven study}, DOI={10.1007/s12525-022-00530-6},
journal={Electronic Markets}, publisher={Springer Science and Business Media LLC},
author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda
and Beverungen, Daniel}, year={2022} }'
chicago: 'Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel
Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A
Data-Driven Study.” Electronic Markets, 2022. https://doi.org/10.1007/s12525-022-00530-6.'
ieee: 'C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing
the lexicon of platforms in information systems: a data-driven study,” Electronic
Markets, 2022, doi: 10.1007/s12525-022-00530-6.'
mla: 'Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in
Information Systems: A Data-Driven Study.” Electronic Markets, Springer
Science and Business Media LLC, 2022, doi:10.1007/s12525-022-00530-6.'
short: C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic
Markets (2022).
date_created: 2022-04-04T10:01:11Z
date_updated: 2024-11-11T09:51:01Z
doi: 10.1007/s12525-022-00530-6
keyword:
- Management of Technology and Innovation
- Marketing
- Computer Science Applications
- Economics and Econometrics
- Business and International Management
language:
- iso: eng
publication: Electronic Markets
publication_identifier:
issn:
- 1019-6781
- 1422-8890
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'Systematizing the lexicon of platforms in information systems: a data-driven
study'
type: journal_article
user_id: '49160'
year: '2022'
...
---
_id: '21242'
author:
- first_name: Hedda
full_name: Lüttenberg, Hedda
id: '60612'
last_name: Lüttenberg
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Martin
full_name: Poniatowski, Martin
id: '32441'
last_name: Poniatowski
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Nancy
full_name: Wünderlich, Nancy
id: '36392'
last_name: Wünderlich
citation:
ama: Lüttenberg H, Beverungen D, Poniatowski M, Kundisch D, Wünderlich N. Drei Strategien
zur Etablierung digitaler Plattformen in der Industrie. Wirtschaftsinformatik
& Management. 2021;13(2):120-131.
apa: Lüttenberg, H., Beverungen, D., Poniatowski, M., Kundisch, D., & Wünderlich,
N. (2021). Drei Strategien zur Etablierung digitaler Plattformen in der Industrie.
Wirtschaftsinformatik & Management, 13(2), 120–131.
bibtex: '@article{Lüttenberg_Beverungen_Poniatowski_Kundisch_Wünderlich_2021, title={Drei
Strategien zur Etablierung digitaler Plattformen in der Industrie}, volume={13},
number={2}, journal={Wirtschaftsinformatik & Management}, author={Lüttenberg,
Hedda and Beverungen, Daniel and Poniatowski, Martin and Kundisch, Dennis and
Wünderlich, Nancy}, year={2021}, pages={120–131} }'
chicago: 'Lüttenberg, Hedda, Daniel Beverungen, Martin Poniatowski, Dennis Kundisch,
and Nancy Wünderlich. “Drei Strategien zur Etablierung digitaler Plattformen in
der Industrie.” Wirtschaftsinformatik & Management 13, no. 2 (2021):
120–31.'
ieee: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, and N. Wünderlich,
“Drei Strategien zur Etablierung digitaler Plattformen in der Industrie,” Wirtschaftsinformatik
& Management, vol. 13, no. 2, pp. 120–131, 2021.
mla: Lüttenberg, Hedda, et al. “Drei Strategien zur Etablierung digitaler Plattformen
in der Industrie.” Wirtschaftsinformatik & Management, vol. 13, no.
2, 2021, pp. 120–31.
short: H. Lüttenberg, D. Beverungen, M. Poniatowski, D. Kundisch, N. Wünderlich,
Wirtschaftsinformatik & Management 13 (2021) 120–131.
date_created: 2021-02-16T13:33:57Z
date_updated: 2022-01-06T06:54:51Z
department:
- _id: '276'
intvolume: ' 13'
issue: '2'
language:
- iso: ger
page: 120-131
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
- _id: '97'
name: its OWL - Digital Business
publication: Wirtschaftsinformatik & Management
publication_status: published
status: public
title: Drei Strategien zur Etablierung digitaler Plattformen in der Industrie
type: journal_article
user_id: '477'
volume: 13
year: '2021'
...
---
_id: '22514'
author:
- first_name: Jan-Peter
full_name: Kucklick, Jan-Peter
id: '77066'
last_name: Kucklick
- first_name: Jennifer
full_name: Müller, Jennifer
id: '82872'
last_name: Müller
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
citation:
ama: 'Kucklick J-P, Müller J, Beverungen D, Müller O. Quantifying the Impact of
Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach.
In: European Conference on Information Systems. ; 2021.'
apa: Kucklick, J.-P., Müller, J., Beverungen, D., & Müller, O. (2021). Quantifying
the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning
Approach. In European Conference on Information Systems. Virtual.
bibtex: '@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying
the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning
Approach}, booktitle={European Conference on Information Systems}, author={Kucklick,
Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021}
}'
chicago: Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller.
“Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based
Deep Learning Approach.” In European Conference on Information Systems,
2021.
ieee: J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the
Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning
Approach,” in European Conference on Information Systems, Virtual, 2021.
mla: Kucklick, Jan-Peter, et al. “Quantifying the Impact of Location Data for Real
Estate Appraisal – A GIS-Based Deep Learning Approach.” European Conference
on Information Systems, 2021.
short: 'J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference
on Information Systems, 2021.'
conference:
end_date: 2021-06-16
location: Virtual
name: ECIS 2021 - 29th European Conference on Information System
start_date: 2021-06-14
date_created: 2021-06-28T11:30:02Z
date_updated: 2022-01-06T06:55:35Z
department:
- _id: '196'
- _id: '526'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1022&context=ecis2021_rip
oa: '1'
publication: European Conference on Information Systems
status: public
title: Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based
Deep Learning Approach
type: conference
user_id: '71922'
year: '2021'
...
---
_id: '17860'
abstract:
- lang: eng
text: "Purpose\r\nThe purpose of this paper is to identify strategic options and
challenges that arise when an industrial firm moves from providing smart service
toward providing a platform.\r\n\r\nDesign/methodology/approach\r\nThis conceptual
study takes on a multidisciplinary research perspective that integrates concepts,
theories and insights from service management and marketing, information systems
and platform economics.\r\n\r\nFindings\r\nThe paper outlines three platform types
– smart data platform, smart product platform and matching platform – as strategic
options for firms that wish to evolve from smart service providers to platform
providers.\r\n\r\nResearch limitations/implications\r\nInvestigating smart service
platforms calls for launching interdisciplinary research initiatives. Promising
research avenues are outlined to span boundaries that separate different research
disciplines today.\r\n\r\nPractical implications\r\nManaging a successful transition
from providing smart service toward providing a platform requires making significant
investments in IT, platform-related capabilities and skills, as well as implement
new approaches toward relationship management and brand-building.\r\n\r\nOriginality/value\r\nThe
findings described in this paper are valuable to researchers in multiple disciplines
seeking to develop and to justify theory related to platforms in industrial scenarios."
article_type: original
author:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Nancy
full_name: Wünderlich, Nancy
id: '36392'
last_name: Wünderlich
citation:
ama: 'Beverungen D, Kundisch D, Wünderlich N. Transforming into a Platform Provider:
Strategic Options for Industrial Smart Service Providers. Journal of Service
Management. 2021;32(4):507-532. doi:10.1108/JOSM-03-2020-0066'
apa: 'Beverungen, D., Kundisch, D., & Wünderlich, N. (2021). Transforming into
a Platform Provider: Strategic Options for Industrial Smart Service Providers.
Journal of Service Management, 32(4), 507–532. https://doi.org/10.1108/JOSM-03-2020-0066'
bibtex: '@article{Beverungen_Kundisch_Wünderlich_2021, title={Transforming into
a Platform Provider: Strategic Options for Industrial Smart Service Providers},
volume={32}, DOI={10.1108/JOSM-03-2020-0066},
number={4}, journal={Journal of Service Management}, publisher={Emerald Insight},
author={Beverungen, Daniel and Kundisch, Dennis and Wünderlich, Nancy}, year={2021},
pages={507–532} }'
chicago: 'Beverungen, Daniel, Dennis Kundisch, and Nancy Wünderlich. “Transforming
into a Platform Provider: Strategic Options for Industrial Smart Service Providers.”
Journal of Service Management 32, no. 4 (2021): 507–32. https://doi.org/10.1108/JOSM-03-2020-0066.'
ieee: 'D. Beverungen, D. Kundisch, and N. Wünderlich, “Transforming into a Platform
Provider: Strategic Options for Industrial Smart Service Providers,” Journal
of Service Management, vol. 32, no. 4, pp. 507–532, 2021, doi: 10.1108/JOSM-03-2020-0066.'
mla: 'Beverungen, Daniel, et al. “Transforming into a Platform Provider: Strategic
Options for Industrial Smart Service Providers.” Journal of Service Management,
vol. 32, no. 4, Emerald Insight, 2021, pp. 507–32, doi:10.1108/JOSM-03-2020-0066.'
short: D. Beverungen, D. Kundisch, N. Wünderlich, Journal of Service Management
32 (2021) 507–532.
date_created: 2020-08-12T12:12:36Z
date_updated: 2024-04-18T12:46:37Z
ddc:
- '380'
department:
- _id: '276'
- _id: '181'
doi: 10.1108/JOSM-03-2020-0066
intvolume: ' 32'
issue: '4'
keyword:
- Smart service
- Platform
- Interdisciplinary research
- Manufacturing company
- Smart service provider
- Platform economics
- Information systems
- Multi-sided markets
- Business-to-business (B2B) markets
language:
- iso: eng
page: 507-532
project:
- _id: '1'
grant_number: '160364472'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication: Journal of Service Management
publication_identifier:
issn:
- 507-532
publication_status: published
publisher: Emerald Insight
quality_controlled: '1'
status: public
title: 'Transforming into a Platform Provider: Strategic Options for Industrial Smart
Service Providers'
type: journal_article
user_id: '59677'
volume: 32
year: '2021'
...
---
_id: '20131'
author:
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: Kundisch D, Beverungen D. Als Wirtschaftsinformatiker die digitale Transformation
in Organisationen gestalten. Martin, Slovakia; 2020:22-26.
apa: Kundisch, D., & Beverungen, D. (2020). Als Wirtschaftsinformatiker die
digitale Transformation in Organisationen gestalten (pp. 22–26). Martin, Slovakia.
bibtex: '@book{Kundisch_Beverungen_2020, place={Martin, Slovakia}, series={Traumjob
IT - Durchstarten leicht gemacht 2021, e-fellows.net}, title={Als Wirtschaftsinformatiker
die digitale Transformation in Organisationen gestalten}, author={Kundisch, Dennis
and Beverungen, Daniel}, year={2020}, pages={22–26}, collection={Traumjob IT -
Durchstarten leicht gemacht 2021, e-fellows.net} }'
chicago: Kundisch, Dennis, and Daniel Beverungen. Als Wirtschaftsinformatiker
die digitale Transformation in Organisationen gestalten. Traumjob IT - Durchstarten
leicht gemacht 2021, e-fellows.net. Martin, Slovakia, 2020.
ieee: D. Kundisch and D. Beverungen, Als Wirtschaftsinformatiker die digitale
Transformation in Organisationen gestalten. Martin, Slovakia, 2020, pp. 22–26.
mla: Kundisch, Dennis, and Daniel Beverungen. Als Wirtschaftsinformatiker die
digitale Transformation in Organisationen gestalten. 2020, pp. 22–26.
short: D. Kundisch, D. Beverungen, Als Wirtschaftsinformatiker die digitale Transformation
in Organisationen gestalten, Martin, Slovakia, 2020.
date_created: 2020-10-20T11:04:14Z
date_updated: 2022-01-06T06:54:20Z
department:
- _id: '276'
language:
- iso: ger
page: 22-26
place: Martin, Slovakia
series_title: Traumjob IT - Durchstarten leicht gemacht 2021, e-fellows.net
status: public
title: Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten
type: report
user_id: '16205'
year: '2020'
...
---
_id: '17426'
abstract:
- lang: eng
text: The development of renewable energies and smart mobility has profoundly
impacted the future of the distribution grid. An increasing bidirectional energy
flow stresses the assets of the distribution grid, especially medium voltage switchgear.
This calls for improved maintenance strategies to prevent critical failures. Predictive
maintenance, a maintenance strategy relying on current condition data of assets,
serves as a guideline. Novel sensors covering thermal, mechanical, and partial
discharge aspects of switchgear, enable continuous condition monitoring of some
of the most critical assets of the distribution grid. Combined with machine learning
algorithms, the demands put on the distribution grid by the energy and mobility
revolutions can be handled. In this paper, we review the current state-of-the-art
of all aspects of condition monitoring for medium voltage switchgear. Furthermore,
we present an approach to develop a predictive maintenance system based on novel
sensors and machine learning. We show how the existing medium voltage grid infrastructure
can adapt these new needs on an economic scale.
article_number: '2099'
author:
- first_name: Martin W.
full_name: Hoffmann, Martin W.
last_name: Hoffmann
- first_name: Stephan
full_name: Wildermuth, Stephan
last_name: Wildermuth
- first_name: Ralf
full_name: Gitzel, Ralf
last_name: Gitzel
- first_name: Aydin
full_name: Boyaci, Aydin
last_name: Boyaci
- first_name: Jörg
full_name: Gebhardt, Jörg
last_name: Gebhardt
- first_name: Holger
full_name: Kaul, Holger
last_name: Kaul
- first_name: Ido
full_name: Amihai, Ido
last_name: Amihai
- first_name: Bodo
full_name: Forg, Bodo
last_name: Forg
- first_name: Michael
full_name: Suriyah, Michael
last_name: Suriyah
- first_name: Thomas
full_name: Leibfried, Thomas
last_name: Leibfried
- first_name: Volker
full_name: Stich, Volker
last_name: Stich
- first_name: Jan
full_name: Hicking, Jan
last_name: Hicking
- first_name: Martin
full_name: Bremer, Martin
last_name: Bremer
- first_name: Lars
full_name: Kaminski, Lars
last_name: Kaminski
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Tanja
full_name: Tornede, Tanja
id: '40795'
last_name: Tornede
citation:
ama: Hoffmann MW, Wildermuth S, Gitzel R, et al. Integration of Novel Sensors and
Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable
the Energy and Mobility Revolutions. Sensors. 2020. doi:10.3390/s20072099
apa: Hoffmann, M. W., Wildermuth, S., Gitzel, R., Boyaci, A., Gebhardt, J., Kaul,
H., … Tornede, T. (2020). Integration of Novel Sensors and Machine Learning for
Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility
Revolutions. Sensors. https://doi.org/10.3390/s20072099
bibtex: '@article{Hoffmann_Wildermuth_Gitzel_Boyaci_Gebhardt_Kaul_Amihai_Forg_Suriyah_Leibfried_et
al._2020, title={Integration of Novel Sensors and Machine Learning for Predictive
Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions},
DOI={10.3390/s20072099}, number={2099},
journal={Sensors}, author={Hoffmann, Martin W. and Wildermuth, Stephan and Gitzel,
Ralf and Boyaci, Aydin and Gebhardt, Jörg and Kaul, Holger and Amihai, Ido and
Forg, Bodo and Suriyah, Michael and Leibfried, Thomas and et al.}, year={2020}
}'
chicago: Hoffmann, Martin W., Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg
Gebhardt, Holger Kaul, Ido Amihai, et al. “Integration of Novel Sensors and Machine
Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the
Energy and Mobility Revolutions.” Sensors, 2020. https://doi.org/10.3390/s20072099.
ieee: M. W. Hoffmann et al., “Integration of Novel Sensors and Machine Learning
for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and
Mobility Revolutions,” Sensors, 2020.
mla: Hoffmann, Martin W., et al. “Integration of Novel Sensors and Machine Learning
for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and
Mobility Revolutions.” Sensors, 2099, 2020, doi:10.3390/s20072099.
short: M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul,
I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer,
L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020).
date_created: 2020-07-28T09:47:36Z
date_updated: 2022-01-06T06:53:11Z
doi: 10.3390/s20072099
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/1424-8220/20/7/2099
oa: '1'
publication: Sensors
publication_identifier:
issn:
- 1424-8220
publication_status: published
status: public
title: Integration of Novel Sensors and Machine Learning for Predictive Maintenance
in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
type: journal_article
user_id: '40795'
year: '2020'
...
---
_id: '16947'
author:
- first_name: Sven
full_name: Weinzierl, Sven
last_name: Weinzierl
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
- first_name: Tobias
full_name: Pauli, Tobias
last_name: Pauli
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Martin
full_name: Matzner, Martin
last_name: Matzner
citation:
ama: 'Weinzierl S, Wolf V, Pauli T, Beverungen D, Matzner M. Detecting Workarounds
in Business Processes — A Deep Learning Method for Analyzing Event Logs. In: Proceedings
of the 28th European Conference on Information Systems. Marrakech, Morroco;
2020.'
apa: Weinzierl, S., Wolf, V., Pauli, T., Beverungen, D., & Matzner, M. (2020).
Detecting Workarounds in Business Processes — A Deep Learning Method for Analyzing
Event Logs. In Proceedings of the 28th European Conference on Information Systems.
Marrakech, Morroco.
bibtex: '@inproceedings{Weinzierl_Wolf_Pauli_Beverungen_Matzner_2020, place={Marrakech,
Morroco}, title={Detecting Workarounds in Business Processes — A Deep Learning
Method for Analyzing Event Logs}, booktitle={Proceedings of the 28th European
Conference on Information Systems}, author={Weinzierl, Sven and Wolf, Verena and
Pauli, Tobias and Beverungen, Daniel and Matzner, Martin}, year={2020} }'
chicago: Weinzierl, Sven, Verena Wolf, Tobias Pauli, Daniel Beverungen, and Martin
Matzner. “Detecting Workarounds in Business Processes — A Deep Learning Method
for Analyzing Event Logs.” In Proceedings of the 28th European Conference on
Information Systems. Marrakech, Morroco, 2020.
ieee: S. Weinzierl, V. Wolf, T. Pauli, D. Beverungen, and M. Matzner, “Detecting
Workarounds in Business Processes — A Deep Learning Method for Analyzing Event
Logs,” in Proceedings of the 28th European Conference on Information Systems,
Marrakech, Morroco, 2020.
mla: Weinzierl, Sven, et al. “Detecting Workarounds in Business Processes — A Deep
Learning Method for Analyzing Event Logs.” Proceedings of the 28th European
Conference on Information Systems, 2020.
short: 'S. Weinzierl, V. Wolf, T. Pauli, D. Beverungen, M. Matzner, in: Proceedings
of the 28th European Conference on Information Systems, Marrakech, Morroco, 2020.'
conference:
location: Marrakech, Morroco
name: Proceedings of the 28th European Conference on Information Systems
date_created: 2020-05-11T10:28:41Z
date_updated: 2022-01-06T06:52:59Z
department:
- _id: '195'
language:
- iso: eng
place: Marrakech, Morroco
publication: Proceedings of the 28th European Conference on Information Systems
status: public
title: Detecting Workarounds in Business Processes — A Deep Learning Method for Analyzing
Event Logs
type: conference
user_id: '23633'
year: '2020'
...
---
_id: '15501'
author:
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
- first_name: Alena
full_name: Franke, Alena
last_name: Franke
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Wolf V, Franke A, Bartelheimer C, Beverungen D. Establishing Smart Service
Systems is a Challenge: A Case Study on Pitfalls and Implications. In: Proceedings
of the 15th International Conference on Wirtschaftsinformatik. Potsdam, Germany;
2020.'
apa: 'Wolf, V., Franke, A., Bartelheimer, C., & Beverungen, D. (2020). Establishing
Smart Service Systems is a Challenge: A Case Study on Pitfalls and Implications.
In Proceedings of the 15th International Conference on Wirtschaftsinformatik.
Potsdam, Germany.'
bibtex: '@inproceedings{Wolf_Franke_Bartelheimer_Beverungen_2020, place={Potsdam,
Germany}, title={Establishing Smart Service Systems is a Challenge: A Case Study
on Pitfalls and Implications}, booktitle={Proceedings of the 15th International
Conference on Wirtschaftsinformatik}, author={Wolf, Verena and Franke, Alena and
Bartelheimer, Christian and Beverungen, Daniel}, year={2020} }'
chicago: 'Wolf, Verena, Alena Franke, Christian Bartelheimer, and Daniel Beverungen.
“Establishing Smart Service Systems Is a Challenge: A Case Study on Pitfalls and
Implications.” In Proceedings of the 15th International Conference on Wirtschaftsinformatik.
Potsdam, Germany, 2020.'
ieee: 'V. Wolf, A. Franke, C. Bartelheimer, and D. Beverungen, “Establishing Smart
Service Systems is a Challenge: A Case Study on Pitfalls and Implications,” in
Proceedings of the 15th International Conference on Wirtschaftsinformatik,
2020.'
mla: 'Wolf, Verena, et al. “Establishing Smart Service Systems Is a Challenge: A
Case Study on Pitfalls and Implications.” Proceedings of the 15th International
Conference on Wirtschaftsinformatik, 2020.'
short: 'V. Wolf, A. Franke, C. Bartelheimer, D. Beverungen, in: Proceedings of the
15th International Conference on Wirtschaftsinformatik, Potsdam, Germany, 2020.'
date_created: 2020-01-13T12:23:59Z
date_updated: 2022-01-06T06:52:28Z
department:
- _id: '195'
language:
- iso: eng
place: Potsdam, Germany
publication: Proceedings of the 15th International Conference on Wirtschaftsinformatik
status: public
title: 'Establishing Smart Service Systems is a Challenge: A Case Study on Pitfalls
and Implications'
type: conference
user_id: '23633'
year: '2020'
...
---
_id: '16285'
abstract:
- lang: eng
text: To decide in which part of town to open stores, high street retailers
consult statistical data on customers and cities, but they cannot analyze their
customers’ shopping behavior and geospatial features of a city due to missing
data. While previous research has proposed recommendation systems and
decision aids that address this type of decision problem – including factory
location and assortment planning – there currently is no design knowledge
available to prescribe the design of city center area recommendation systems
(CCARS). We set out to design a software prototype considering local
customers’ shopping interests and geospatial data on their shopping trips for
retail site selection. With real data on 500 customers and 1,100 shopping trips,
we demonstrate and evaluate our IT artifact. Our results illustrate how retailers
and public town center managers can use CCARS for spatial location selection,
growing retailers’ profits and a city center’s attractiveness for its citizens.
author:
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Carsten Ingo
full_name: Berendes, Carsten Ingo
id: '53344'
last_name: Berendes
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'zur Heiden P, Berendes CI, Beverungen D. Designing City Center Area Recommendation
Systems . In: Proceedings of the 15th International Conference on Wirtschaftsinformatik.
Potsdam; 2020. doi:doi.org/10.30844/wi_2020_e1-heiden'
apa: zur Heiden, P., Berendes, C. I., & Beverungen, D. (2020). Designing City
Center Area Recommendation Systems . In Proceedings of the 15th International
Conference on Wirtschaftsinformatik. Potsdam. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden
bibtex: '@inproceedings{zur Heiden_Berendes_Beverungen_2020, place={Potsdam}, title={Designing
City Center Area Recommendation Systems }, DOI={doi.org/10.30844/wi_2020_e1-heiden},
booktitle={Proceedings of the 15th International Conference on Wirtschaftsinformatik},
author={zur Heiden, Philipp and Berendes, Carsten Ingo and Beverungen, Daniel},
year={2020} }'
chicago: Heiden, Philipp zur, Carsten Ingo Berendes, and Daniel Beverungen. “Designing
City Center Area Recommendation Systems .” In Proceedings of the 15th International
Conference on Wirtschaftsinformatik. Potsdam, 2020. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden.
ieee: P. zur Heiden, C. I. Berendes, and D. Beverungen, “Designing City Center Area
Recommendation Systems ,” in Proceedings of the 15th International Conference
on Wirtschaftsinformatik, Potsdam, 2020.
mla: zur Heiden, Philipp, et al. “Designing City Center Area Recommendation Systems
.” Proceedings of the 15th International Conference on Wirtschaftsinformatik,
2020, doi:doi.org/10.30844/wi_2020_e1-heiden.
short: 'P. zur Heiden, C.I. Berendes, D. Beverungen, in: Proceedings of the 15th
International Conference on Wirtschaftsinformatik, Potsdam, 2020.'
conference:
end_date: 2020-03-11
location: Potsdam
name: 15th International Conference on Wirtschaftsinformatik
start_date: 2020-03-07
date_created: 2020-03-13T07:05:24Z
date_updated: 2022-01-06T06:52:48Z
ddc:
- '000'
department:
- _id: '526'
doi: doi.org/10.30844/wi_2020_e1-heiden
file:
- access_level: closed
content_type: application/pdf
creator: pzh
date_created: 2020-03-13T06:58:54Z
date_updated: 2020-03-13T06:58:54Z
file_id: '16286'
file_name: E1_City_recommendations_Master_final.pdf
file_size: 1370273
relation: main_file
success: 1
file_date_updated: 2020-03-13T06:58:54Z
has_accepted_license: '1'
keyword:
- Town Center Management
- High Street Retail
- Recommender Systems
- Geospatial Recommendations
- Design Science Research
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://library.gito.de/open-access-pdf/E1_City_recommendations_Master_final.pdf
oa: '1'
place: Potsdam
project:
- _id: '35'
grant_number: 02K15A073
name: Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen
publication: Proceedings of the 15th International Conference on Wirtschaftsinformatik
publication_status: published
quality_controlled: '1'
status: public
title: 'Designing City Center Area Recommendation Systems '
type: conference
user_id: '64394'
year: '2020'
...
---
_id: '35723'
abstract:
- lang: eng
text: The development of renewable energies and smart mobility has profoundly
impacted the future of the distribution grid. An increasing bidirectional energy
flow stresses the assets of the distribution grid, especially medium voltage switchgear.
This calls for improved maintenance strategies to prevent critical failures. Predictive
maintenance, a maintenance strategy relying on current condition data of assets,
serves as a guideline. Novel sensors covering thermal, mechanical, and partial
discharge aspects of switchgear, enable continuous condition monitoring of some
of the most critical assets of the distribution grid. Combined with machine learning
algorithms, the demands put on the distribution grid by the energy and mobility
revolutions can be handled. In this paper, we review the current state-of-the-art
of all aspects of condition monitoring for medium voltage switchgear. Furthermore,
we present an approach to develop a predictive maintenance system based on novel
sensors and machine learning. We show how the existing medium voltage grid infrastructure
can adapt these new needs on an economic scale.
article_number: '2099'
author:
- first_name: Martin W.
full_name: Hoffmann, Martin W.
last_name: Hoffmann
- first_name: Stephan
full_name: Wildermuth, Stephan
last_name: Wildermuth
- first_name: Ralf
full_name: Gitzel, Ralf
last_name: Gitzel
- first_name: Aydin
full_name: Boyaci, Aydin
last_name: Boyaci
- first_name: Jörg
full_name: Gebhardt, Jörg
last_name: Gebhardt
- first_name: Holger
full_name: Kaul, Holger
last_name: Kaul
- first_name: Ido
full_name: Amihai, Ido
last_name: Amihai
- first_name: Bodo
full_name: Forg, Bodo
last_name: Forg
- first_name: Michael
full_name: Suriyah, Michael
last_name: Suriyah
- first_name: Thomas
full_name: Leibfried, Thomas
last_name: Leibfried
- first_name: Volker
full_name: Stich, Volker
last_name: Stich
- first_name: Jan
full_name: Hicking, Jan
last_name: Hicking
- first_name: Martin
full_name: Bremer, Martin
last_name: Bremer
- first_name: Lars
full_name: Kaminski, Lars
last_name: Kaminski
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Tanja
full_name: Tornede, Tanja
last_name: Tornede
citation:
ama: Hoffmann MW, Wildermuth S, Gitzel R, et al. Integration of Novel Sensors and
Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable
the Energy and Mobility Revolutions. Sensors. 2020;20(7). doi:10.3390/s20072099
apa: Hoffmann, M. W., Wildermuth, S., Gitzel, R., Boyaci, A., Gebhardt, J., Kaul,
H., Amihai, I., Forg, B., Suriyah, M., Leibfried, T., Stich, V., Hicking, J.,
Bremer, M., Kaminski, L., Beverungen, D., zur Heiden, P., & Tornede, T. (2020).
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in
Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors,
20(7), Article 2099. https://doi.org/10.3390/s20072099
bibtex: '@article{Hoffmann_Wildermuth_Gitzel_Boyaci_Gebhardt_Kaul_Amihai_Forg_Suriyah_Leibfried_et
al._2020, title={Integration of Novel Sensors and Machine Learning for Predictive
Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions},
volume={20}, DOI={10.3390/s20072099},
number={72099}, journal={Sensors}, publisher={MDPI AG}, author={Hoffmann, Martin
W. and Wildermuth, Stephan and Gitzel, Ralf and Boyaci, Aydin and Gebhardt, Jörg
and Kaul, Holger and Amihai, Ido and Forg, Bodo and Suriyah, Michael and Leibfried,
Thomas and et al.}, year={2020} }'
chicago: Hoffmann, Martin W., Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg
Gebhardt, Holger Kaul, Ido Amihai, et al. “Integration of Novel Sensors and Machine
Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the
Energy and Mobility Revolutions.” Sensors 20, no. 7 (2020). https://doi.org/10.3390/s20072099.
ieee: 'M. W. Hoffmann et al., “Integration of Novel Sensors and Machine Learning
for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and
Mobility Revolutions,” Sensors, vol. 20, no. 7, Art. no. 2099, 2020, doi:
10.3390/s20072099.'
mla: Hoffmann, Martin W., et al. “Integration of Novel Sensors and Machine Learning
for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and
Mobility Revolutions.” Sensors, vol. 20, no. 7, 2099, MDPI AG, 2020, doi:10.3390/s20072099.
short: M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul,
I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer,
L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors 20 (2020).
date_created: 2023-01-10T09:39:14Z
date_updated: 2023-01-10T09:53:13Z
department:
- _id: '526'
doi: 10.3390/s20072099
intvolume: ' 20'
issue: '7'
keyword:
- Electrical and Electronic Engineering
- Biochemistry
- Instrumentation
- Atomic and Molecular Physics
- and Optics
- Analytical Chemistry
language:
- iso: eng
publication: Sensors
publication_identifier:
issn:
- 1424-8220
publication_status: published
publisher: MDPI AG
status: public
title: Integration of Novel Sensors and Machine Learning for Predictive Maintenance
in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
type: journal_article
user_id: '21671'
volume: 20
year: '2020'
...
---
_id: '17156'
abstract:
- lang: eng
text: Business Process Management is a boundary-spanning discipline that aligns
operational capabilities and technology to design and manage business processes.
The Digital Transformation has enabled human actors, information systems, and
smart products to interact with each other via multiple digital channels. The
emergence of this hyper-connected world greatly leverages the prospects of business
processes – but also boosts their complexity to a new level. We need to discuss
how the BPM discipline can find new ways for identifying, analyzing, designing,
implementing, executing, and monitoring business processes. In this research note,
selected transformative trends are explored and their impact on current theories
and IT artifacts in the BPM discipline is discussed to stimulate transformative
thinking and prospective research in this field.
article_type: original
author:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Joos C. A. M.
full_name: Buijs, Joos C. A. M.
last_name: Buijs
- first_name: Jörg
full_name: Becker, Jörg
last_name: Becker
- first_name: Claudio
full_name: Di Ciccio, Claudio
last_name: Di Ciccio
- first_name: Wil M. P.
full_name: van der Aalst, Wil M. P.
last_name: van der Aalst
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Jan
full_name: vom Brocke, Jan
last_name: vom Brocke
- first_name: Marco
full_name: Comuzzi, Marco
last_name: Comuzzi
- first_name: Karsten
full_name: Kraume, Karsten
last_name: Kraume
- first_name: Henrik
full_name: Leopold, Henrik
last_name: Leopold
- first_name: Martin
full_name: Matzner, Martin
last_name: Matzner
- first_name: Jan
full_name: Mendling, Jan
last_name: Mendling
- first_name: Nadine
full_name: Ogonek, Nadine
last_name: Ogonek
- first_name: Till
full_name: Post, Till
last_name: Post
- first_name: Manuel
full_name: Resinas, Manuel
last_name: Resinas
- first_name: Kate
full_name: Revoredo, Kate
last_name: Revoredo
- first_name: Adela
full_name: del-Río-Ortega, Adela
last_name: del-Río-Ortega
- first_name: Marcello
full_name: La Rosa, Marcello
last_name: La Rosa
- first_name: Flávia Maria
full_name: Santoro, Flávia Maria
last_name: Santoro
- first_name: Andreas
full_name: Solti, Andreas
last_name: Solti
- first_name: Minseok
full_name: Song, Minseok
last_name: Song
- first_name: Armin
full_name: Stein, Armin
last_name: Stein
- first_name: Matthias
full_name: Stierle, Matthias
last_name: Stierle
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
citation:
ama: Beverungen D, Buijs JCAM, Becker J, et al. Seven Paradoxes of Business Process
Management in a Hyper-Connected World. Business & Information Systems Engineering.
2020;63:145-156. doi:10.1007/s12599-020-00646-z
apa: Beverungen, D., Buijs, J. C. A. M., Becker, J., Di Ciccio, C., van der Aalst,
W. M. P., Bartelheimer, C., vom Brocke, J., Comuzzi, M., Kraume, K., Leopold,
H., Matzner, M., Mendling, J., Ogonek, N., Post, T., Resinas, M., Revoredo, K.,
del-Río-Ortega, A., La Rosa, M., Santoro, F. M., … Wolf, V. (2020). Seven Paradoxes
of Business Process Management in a Hyper-Connected World. Business & Information
Systems Engineering, 63, 145–156. https://doi.org/10.1007/s12599-020-00646-z
bibtex: '@article{Beverungen_Buijs_Becker_Di Ciccio_van der Aalst_Bartelheimer_vom
Brocke_Comuzzi_Kraume_Leopold_et al._2020, title={Seven Paradoxes of Business
Process Management in a Hyper-Connected World}, volume={63}, DOI={10.1007/s12599-020-00646-z},
journal={Business & Information Systems Engineering}, publisher={SpringerNature},
author={Beverungen, Daniel and Buijs, Joos C. A. M. and Becker, Jörg and Di Ciccio,
Claudio and van der Aalst, Wil M. P. and Bartelheimer, Christian and vom Brocke,
Jan and Comuzzi, Marco and Kraume, Karsten and Leopold, Henrik and et al.}, year={2020},
pages={145–156} }'
chicago: 'Beverungen, Daniel, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio,
Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, et al. “Seven
Paradoxes of Business Process Management in a Hyper-Connected World.” Business
& Information Systems Engineering 63 (2020): 145–56. https://doi.org/10.1007/s12599-020-00646-z.'
ieee: 'D. Beverungen et al., “Seven Paradoxes of Business Process Management
in a Hyper-Connected World,” Business & Information Systems Engineering,
vol. 63, pp. 145–156, 2020, doi: 10.1007/s12599-020-00646-z.'
mla: Beverungen, Daniel, et al. “Seven Paradoxes of Business Process Management
in a Hyper-Connected World.” Business & Information Systems Engineering,
vol. 63, SpringerNature, 2020, pp. 145–56, doi:10.1007/s12599-020-00646-z.
short: D. Beverungen, J.C.A.M. Buijs, J. Becker, C. Di Ciccio, W.M.P. van der Aalst,
C. Bartelheimer, J. vom Brocke, M. Comuzzi, K. Kraume, H. Leopold, M. Matzner,
J. Mendling, N. Ogonek, T. Post, M. Resinas, K. Revoredo, A. del-Río-Ortega, M.
La Rosa, F.M. Santoro, A. Solti, M. Song, A. Stein, M. Stierle, V. Wolf, Business
& Information Systems Engineering 63 (2020) 145–156.
date_created: 2020-06-24T10:40:45Z
date_updated: 2024-04-18T12:50:57Z
ddc:
- '380'
department:
- _id: '526'
doi: 10.1007/s12599-020-00646-z
file:
- access_level: closed
content_type: application/pdf
creator: dabe
date_created: 2024-04-18T12:49:25Z
date_updated: 2024-04-18T12:49:25Z
file_id: '53574'
file_name: Business_Process_Management_in_a_Hyperconnected_World.pdf
file_size: 360869
relation: main_file
success: 1
file_date_updated: 2024-04-18T12:49:25Z
has_accepted_license: '1'
intvolume: ' 63'
keyword:
- Business process management (BPM)
- Social computing
- Smart devices
- Big data analytics
- Real-time computing
- BPM life-cycle
language:
- iso: eng
page: 145-156
project:
- _id: '1070'
call_identifier: MSCA-RISE-2014
grant_number: '645751'
name: 'RISE_BPM: Propelling Business Process Management by Research and Innovation
Staff Exchange'
publication: Business & Information Systems Engineering
publication_identifier:
issn:
- 2363-7005
- 1867-0202
publication_status: published
publisher: SpringerNature
quality_controlled: '1'
status: public
title: Seven Paradoxes of Business Process Management in a Hyper-Connected World
type: journal_article
user_id: '59677'
volume: 63
year: '2020'
...
---
_id: '4517'
author:
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Wolf V, Bartelheimer C, Beverungen D. Digitalization of Work Systems—An Organizational
Routines’ Perspective. In: Proceedings of the 52nd Hawaii International Conference
on System Sciences (HICSS-52). ; 2019.'
apa: Wolf, V., Bartelheimer, C., & Beverungen, D. (2019). Digitalization of
Work Systems—An Organizational Routines’ Perspective. In Proceedings of the
52nd Hawaii International Conference on System Sciences (HICSS-52). Maui,
Hawaii.
bibtex: '@inproceedings{Wolf_Bartelheimer_Beverungen_2019, title={Digitalization
of Work Systems—An Organizational Routines’ Perspective}, booktitle={Proceedings
of the 52nd Hawaii International Conference on System Sciences (HICSS-52)}, author={Wolf,
Verena and Bartelheimer, Christian and Beverungen, Daniel}, year={2019} }'
chicago: Wolf, Verena, Christian Bartelheimer, and Daniel Beverungen. “Digitalization
of Work Systems—An Organizational Routines’ Perspective.” In Proceedings of
the 52nd Hawaii International Conference on System Sciences (HICSS-52), 2019.
ieee: V. Wolf, C. Bartelheimer, and D. Beverungen, “Digitalization of Work Systems—An
Organizational Routines’ Perspective,” in Proceedings of the 52nd Hawaii International
Conference on System Sciences (HICSS-52), Maui, Hawaii, 2019.
mla: Wolf, Verena, et al. “Digitalization of Work Systems—An Organizational Routines’
Perspective.” Proceedings of the 52nd Hawaii International Conference on System
Sciences (HICSS-52), 2019.
short: 'V. Wolf, C. Bartelheimer, D. Beverungen, in: Proceedings of the 52nd Hawaii
International Conference on System Sciences (HICSS-52), 2019.'
conference:
end_date: 2019-01-11
location: Maui, Hawaii
name: 52nd Hawaii International Conference on System Sciences (HICSS-52)
start_date: 2019-01-08
date_created: 2018-09-19T14:13:19Z
date_updated: 2022-01-06T07:01:08Z
department:
- _id: '526'
language:
- iso: eng
publication: Proceedings of the 52nd Hawaii International Conference on System Sciences
(HICSS-52)
status: public
title: Digitalization of Work Systems—An Organizational Routines’ Perspective
type: conference
user_id: '1112'
year: '2019'
...
---
_id: '7622'
author:
- first_name: Dennis
full_name: Kundisch, Dennis
id: '21117'
last_name: Kundisch
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: Kundisch D, Beverungen D. Als Wirtschaftsinformatiker die digitale Transformation
in Organisationen gestalten. Martin, Slovakia; 2019:22-26.
apa: Kundisch, D., & Beverungen, D. (2019). Als Wirtschaftsinformatiker die
digitale Transformation in Organisationen gestalten (pp. 22–26). Martin, Slovakia.
bibtex: '@book{Kundisch_Beverungen_2019, place={Martin, Slovakia}, series={Perspektiven
für Informatiker 2020, e-fellows.net}, title={Als Wirtschaftsinformatiker die
digitale Transformation in Organisationen gestalten}, author={Kundisch, Dennis
and Beverungen, Daniel}, year={2019}, pages={22–26}, collection={Perspektiven
für Informatiker 2020, e-fellows.net} }'
chicago: Kundisch, Dennis, and Daniel Beverungen. Als Wirtschaftsinformatiker
die digitale Transformation in Organisationen gestalten. Perspektiven für
Informatiker 2020, e-fellows.net. Martin, Slovakia, 2019.
ieee: D. Kundisch and D. Beverungen, Als Wirtschaftsinformatiker die digitale
Transformation in Organisationen gestalten. Martin, Slovakia, 2019, pp. 22–26.
mla: Kundisch, Dennis, and Daniel Beverungen. Als Wirtschaftsinformatiker die
digitale Transformation in Organisationen gestalten. 2019, pp. 22–26.
short: D. Kundisch, D. Beverungen, Als Wirtschaftsinformatiker die digitale Transformation
in Organisationen gestalten, Martin, Slovakia, 2019.
date_created: 2019-02-11T12:39:15Z
date_updated: 2022-01-06T07:03:41Z
department:
- _id: '276'
language:
- iso: ger
page: 22-26
place: Martin, Slovakia
series_title: Perspektiven für Informatiker 2020, e-fellows.net
status: public
title: Als Wirtschaftsinformatiker die digitale Transformation in Organisationen gestalten
type: report
user_id: '16205'
year: '2019'
...
---
_id: '9617'
author:
- first_name: Jan H.
full_name: Betzing, Jan H.
last_name: Betzing
- first_name: Christian
full_name: Bartelheimer, Christian
id: '49160'
last_name: Bartelheimer
- first_name: Marco
full_name: Niemann, Marco
last_name: Niemann
- first_name: Carsten Ingo
full_name: Berendes, Carsten Ingo
id: '53344'
last_name: Berendes
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Betzing JH, Bartelheimer C, Niemann M, Berendes CI, Beverungen D. Quantifying
the Impact of Geospatial Recommendations: A Field Experiment in High Street Retail.
In: Proceedings of the 27th European Conference on Information Systems (ECIS).
Stockholm-Uppsala, Sweden; 2019.'
apa: 'Betzing, J. H., Bartelheimer, C., Niemann, M., Berendes, C. I., & Beverungen,
D. (2019). Quantifying the Impact of Geospatial Recommendations: A Field Experiment
in High Street Retail. In Proceedings of the 27th European Conference on Information
Systems (ECIS). Stockholm-Uppsala, Sweden.'
bibtex: '@inproceedings{Betzing_Bartelheimer_Niemann_Berendes_Beverungen_2019, place={Stockholm-Uppsala,
Sweden}, title={Quantifying the Impact of Geospatial Recommendations: A Field
Experiment in High Street Retail}, booktitle={Proceedings of the 27th European
Conference on Information Systems (ECIS)}, author={Betzing, Jan H. and Bartelheimer,
Christian and Niemann, Marco and Berendes, Carsten Ingo and Beverungen, Daniel},
year={2019} }'
chicago: 'Betzing, Jan H., Christian Bartelheimer, Marco Niemann, Carsten Ingo Berendes,
and Daniel Beverungen. “Quantifying the Impact of Geospatial Recommendations:
A Field Experiment in High Street Retail.” In Proceedings of the 27th European
Conference on Information Systems (ECIS). Stockholm-Uppsala, Sweden, 2019.'
ieee: 'J. H. Betzing, C. Bartelheimer, M. Niemann, C. I. Berendes, and D. Beverungen,
“Quantifying the Impact of Geospatial Recommendations: A Field Experiment in High
Street Retail,” in Proceedings of the 27th European Conference on Information
Systems (ECIS), Stockholm, 2019.'
mla: 'Betzing, Jan H., et al. “Quantifying the Impact of Geospatial Recommendations:
A Field Experiment in High Street Retail.” Proceedings of the 27th European
Conference on Information Systems (ECIS), 2019.'
short: 'J.H. Betzing, C. Bartelheimer, M. Niemann, C.I. Berendes, D. Beverungen,
in: Proceedings of the 27th European Conference on Information Systems (ECIS),
Stockholm-Uppsala, Sweden, 2019.'
conference:
location: Stockholm
name: ECIS 2019
date_created: 2019-05-06T10:51:43Z
date_updated: 2022-01-06T07:04:17Z
department:
- _id: '526'
language:
- iso: eng
place: Stockholm-Uppsala, Sweden
publication: Proceedings of the 27th European Conference on Information Systems (ECIS)
status: public
title: 'Quantifying the Impact of Geospatial Recommendations: A Field Experiment in
High Street Retail'
type: conference
user_id: '49160'
year: '2019'
...
---
_id: '9676'
abstract:
- lang: eng
text: Employees’ acceptance and resistance of new technology and social structure
are frequently examined in Information Systems research. Resistance is expressed
in various forms, including a lack of cooperation, workarounds, and physical sabotage.
Workarounds, in particular, have a dual nature and can refer to both, undesirable
behavior that contradicts organizational struc-ture and to desired organizational
innovation. While antecedents and different forms of worka-rounds have been explored,
literature has remained silent on how and why workarounds of an individual employee
can affect activities performed by other employees and thereby, change work routines
on an organizational level. Since employees’ day-to-day performances constitute
the ostensive patterns of a routine, we argue that workarounds will not only impact
performanc-es of adjacent routines, but also transform the organization as a social
structure. With a prelim-inary set of qualitative data from 24 interviews, we
used a multiple case study design to concep-tualize six patterns that illustrate
how and why workarounds can spread through an organiza-tion. The patterns are
systematized by a framework that considers three types of collaboration and two
types of handoffs across routines. This first evidence points at the nature of
complex desired and undesired consequences that can emerge through workarounds
performed in an organization.
author:
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'Wolf V, Beverungen D. Conceptualizing the Impact of Workarounds – An Organizational
Routines’ Perspective. In: Proceedings of the 27th European Conference on Information
Systems (ECIS). Stockholm-Uppsala, Sweden; 2019.'
apa: Wolf, V., & Beverungen, D. (2019). Conceptualizing the Impact of Workarounds
– An Organizational Routines’ Perspective. In Proceedings of the 27th European
Conference on Information Systems (ECIS). Stockholm-Uppsala, Sweden.
bibtex: '@inproceedings{Wolf_Beverungen_2019, place={Stockholm-Uppsala, Sweden},
title={Conceptualizing the Impact of Workarounds – An Organizational Routines’
Perspective}, booktitle={Proceedings of the 27th European Conference on Information
Systems (ECIS)}, author={Wolf, Verena and Beverungen, Daniel}, year={2019} }'
chicago: Wolf, Verena, and Daniel Beverungen. “Conceptualizing the Impact of Workarounds
– An Organizational Routines’ Perspective.” In Proceedings of the 27th European
Conference on Information Systems (ECIS). Stockholm-Uppsala, Sweden, 2019.
ieee: V. Wolf and D. Beverungen, “Conceptualizing the Impact of Workarounds – An
Organizational Routines’ Perspective,” in Proceedings of the 27th European
Conference on Information Systems (ECIS), Stockholm-Uppsala, Sweden, 2019.
mla: Wolf, Verena, and Daniel Beverungen. “Conceptualizing the Impact of Workarounds
– An Organizational Routines’ Perspective.” Proceedings of the 27th European
Conference on Information Systems (ECIS), 2019.
short: 'V. Wolf, D. Beverungen, in: Proceedings of the 27th European Conference
on Information Systems (ECIS), Stockholm-Uppsala, Sweden, 2019.'
conference:
end_date: 2019-06-14
location: Stockholm-Uppsala, Sweden
name: 27th European Conference on Information Systems
start_date: 2019-06-10
date_created: 2019-05-07T14:11:29Z
date_updated: 2022-01-06T07:04:18Z
keyword:
- Resistance
- Workaround
- Organizational Routines
- Structuration Theory
language:
- iso: eng
place: Stockholm-Uppsala, Sweden
publication: Proceedings of the 27th European Conference on Information Systems (ECIS)
status: public
title: Conceptualizing the Impact of Workarounds – An Organizational Routines’ Perspective
type: conference
user_id: '23633'
year: '2019'
...
---
_id: '12929'
author:
- first_name: Sebastian
full_name: Bräuer, Sebastian
last_name: Bräuer
- first_name: Florian
full_name: Plenter, Florian
last_name: Plenter
- first_name: Benjamin
full_name: Klör, Benjamin
last_name: Klör
- first_name: Markus
full_name: Monhof, Markus
last_name: Monhof
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Jörg
full_name: Becker, Jörg
last_name: Becker
citation:
ama: 'Bräuer S, Plenter F, Klör B, Monhof M, Beverungen D, Becker J. Transactions
for trading used electric vehicle batteries: theoretical underpinning and information
systems design principles. Business Research. 2019. doi:10.1007/s40685-019-0091-9'
apa: 'Bräuer, S., Plenter, F., Klör, B., Monhof, M., Beverungen, D., & Becker,
J. (2019). Transactions for trading used electric vehicle batteries: theoretical
underpinning and information systems design principles. Business Research.
https://doi.org/10.1007/s40685-019-0091-9'
bibtex: '@article{Bräuer_Plenter_Klör_Monhof_Beverungen_Becker_2019, title={Transactions
for trading used electric vehicle batteries: theoretical underpinning and information
systems design principles}, DOI={10.1007/s40685-019-0091-9},
journal={Business Research}, author={Bräuer, Sebastian and Plenter, Florian and
Klör, Benjamin and Monhof, Markus and Beverungen, Daniel and Becker, Jörg}, year={2019}
}'
chicago: 'Bräuer, Sebastian, Florian Plenter, Benjamin Klör, Markus Monhof, Daniel
Beverungen, and Jörg Becker. “Transactions for Trading Used Electric Vehicle Batteries:
Theoretical Underpinning and Information Systems Design Principles.” Business
Research, 2019. https://doi.org/10.1007/s40685-019-0091-9.'
ieee: 'S. Bräuer, F. Plenter, B. Klör, M. Monhof, D. Beverungen, and J. Becker,
“Transactions for trading used electric vehicle batteries: theoretical underpinning
and information systems design principles,” Business Research, 2019.'
mla: 'Bräuer, Sebastian, et al. “Transactions for Trading Used Electric Vehicle
Batteries: Theoretical Underpinning and Information Systems Design Principles.”
Business Research, 2019, doi:10.1007/s40685-019-0091-9.'
short: S. Bräuer, F. Plenter, B. Klör, M. Monhof, D. Beverungen, J. Becker, Business
Research (2019).
date_created: 2019-08-14T08:48:58Z
date_updated: 2022-01-06T06:51:26Z
department:
- _id: '526'
doi: 10.1007/s40685-019-0091-9
language:
- iso: eng
publication: Business Research
publication_identifier:
issn:
- 2198-3402
- 2198-2627
publication_status: published
status: public
title: 'Transactions for trading used electric vehicle batteries: theoretical underpinning
and information systems design principles'
type: journal_article
user_id: '21671'
year: '2019'
...
---
_id: '14023'
author:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Christoph F.
full_name: Breidbach, Christoph F.
last_name: Breidbach
- first_name: Jens
full_name: Poeppelbuss, Jens
last_name: Poeppelbuss
- first_name: Virpi Kristiina
full_name: Tuunainen, Virpi Kristiina
last_name: Tuunainen
citation:
ama: 'Beverungen D, Breidbach CF, Poeppelbuss J, Tuunainen VK. Smart service systems:
An interdisciplinary perspective. Information Systems Journal. 2019. doi:10.1111/isj.12275'
apa: 'Beverungen, D., Breidbach, C. F., Poeppelbuss, J., & Tuunainen, V. K.
(2019). Smart service systems: An interdisciplinary perspective. Information
Systems Journal. https://doi.org/10.1111/isj.12275'
bibtex: '@article{Beverungen_Breidbach_Poeppelbuss_Tuunainen_2019, title={Smart
service systems: An interdisciplinary perspective}, DOI={10.1111/isj.12275},
journal={Information Systems Journal}, author={Beverungen, Daniel and Breidbach,
Christoph F. and Poeppelbuss, Jens and Tuunainen, Virpi Kristiina}, year={2019}
}'
chicago: 'Beverungen, Daniel, Christoph F. Breidbach, Jens Poeppelbuss, and Virpi
Kristiina Tuunainen. “Smart Service Systems: An Interdisciplinary Perspective.”
Information Systems Journal, 2019. https://doi.org/10.1111/isj.12275.'
ieee: 'D. Beverungen, C. F. Breidbach, J. Poeppelbuss, and V. K. Tuunainen, “Smart
service systems: An interdisciplinary perspective,” Information Systems Journal,
2019.'
mla: 'Beverungen, Daniel, et al. “Smart Service Systems: An Interdisciplinary Perspective.”
Information Systems Journal, 2019, doi:10.1111/isj.12275.'
short: D. Beverungen, C.F. Breidbach, J. Poeppelbuss, V.K. Tuunainen, Information
Systems Journal (2019).
date_created: 2019-10-29T13:00:15Z
date_updated: 2022-01-06T06:51:52Z
department:
- _id: '526'
doi: 10.1111/isj.12275
language:
- iso: eng
publication: Information Systems Journal
publication_identifier:
issn:
- 1350-1917
- 1365-2575
publication_status: published
status: public
title: 'Smart service systems: An interdisciplinary perspective'
type: journal_article
user_id: '21671'
year: '2019'
...