---
_id: '37147'
author:
- first_name: Milad
full_name: Mirbabaie, Milad
id: '88691'
last_name: Mirbabaie
- first_name: Alfred B.
full_name: Brendel, Alfred B.
last_name: Brendel
- first_name: Lennart
full_name: Hofeditz, Lennart
last_name: Hofeditz
citation:
ama: Mirbabaie M, Brendel AB, Hofeditz L. Ethics and AI in Information Systems Research.
Communications of the Association for Information Systems. 2022;50(1):726-753.
doi:10.17705/1cais.05034
apa: Mirbabaie, M., Brendel, A. B., & Hofeditz, L. (2022). Ethics and AI in
Information Systems Research. Communications of the Association for Information
Systems, 50(1), 726–753. https://doi.org/10.17705/1cais.05034
bibtex: '@article{Mirbabaie_Brendel_Hofeditz_2022, title={Ethics and AI in Information
Systems Research}, volume={50}, DOI={10.17705/1cais.05034},
number={1}, journal={Communications of the Association for Information Systems},
publisher={Association for Information Systems}, author={Mirbabaie, Milad and
Brendel, Alfred B. and Hofeditz, Lennart}, year={2022}, pages={726–753} }'
chicago: 'Mirbabaie, Milad, Alfred B. Brendel, and Lennart Hofeditz. “Ethics and
AI in Information Systems Research.” Communications of the Association for
Information Systems 50, no. 1 (2022): 726–53. https://doi.org/10.17705/1cais.05034.'
ieee: 'M. Mirbabaie, A. B. Brendel, and L. Hofeditz, “Ethics and AI in Information
Systems Research,” Communications of the Association for Information Systems,
vol. 50, no. 1, pp. 726–753, 2022, doi: 10.17705/1cais.05034.'
mla: Mirbabaie, Milad, et al. “Ethics and AI in Information Systems Research.” Communications
of the Association for Information Systems, vol. 50, no. 1, Association for
Information Systems, 2022, pp. 726–53, doi:10.17705/1cais.05034.
short: M. Mirbabaie, A.B. Brendel, L. Hofeditz, Communications of the Association
for Information Systems 50 (2022) 726–753.
date_created: 2023-01-17T15:27:25Z
date_updated: 2023-01-18T07:57:38Z
doi: 10.17705/1cais.05034
intvolume: ' 50'
issue: '1'
keyword:
- Information Systems
language:
- iso: eng
page: 726-753
publication: Communications of the Association for Information Systems
publication_identifier:
issn:
- 1529-3181
publication_status: published
publisher: Association for Information Systems
status: public
title: Ethics and AI in Information Systems Research
type: journal_article
user_id: '80546'
volume: 50
year: '2022'
...
---
_id: '5633'
abstract:
- lang: eng
text: 'Literature reviews (LRs) are recognized for their increasing impact in the
information systems literature. Methodologists have drawn attention to the question
of how we can leverage the value of LRs to preserve and generate knowledge. The
panelists who participated in the discussion of ?Standalone Literature Reviews
in IS Research: What Can Be Learnt from the Past and Other Fields?? at ICIS 2016
in Dublin acknowledged this significant issue and debated a) what the IS field
can learn from other fields and where IS-specific challenges occur, b) how the
IS field should move forward to foster the genre of LRs, and c) what best practices
are to train doctoral IS students in publishing LRs. This article reports the
key takeaways of this panel discussion. Guidance for IS scholars is provided on
how to conduct LRs that contribute to the cumulative knowledge development within
and across the IS field to best prepare the next generation of IS scholars.'
author:
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
- first_name: Alexander
full_name: Benlian, Alexander
last_name: Benlian
- first_name: Frantz
full_name: Rowe, Frantz
last_name: Rowe
- first_name: Gregor
full_name: Shirley, Gregor
last_name: Shirley
- first_name: Kai
full_name: Larsen, Kai
last_name: Larsen
- first_name: Stacie
full_name: Petter, Stacie
last_name: Petter
- first_name: Guy
full_name: Par{\'e}, Guy
last_name: Par{\'e}
- first_name: Gerit
full_name: Wagner, Gerit
last_name: Wagner
- first_name: Steffi
full_name: Haag, Steffi
last_name: Haag
- first_name: Emrah
full_name: Yasasin, Emrah
last_name: Yasasin
citation:
ama: 'Schryen G, Benlian A, Rowe F, et al. Literature Reviews in IS Research: What
Can Be Learnt from the Past and Other Fields? Communications of the AIS.
2017;40:557-569.'
apa: 'Schryen, G., Benlian, A., Rowe, F., Shirley, G., Larsen, K., Petter, S., …
Yasasin, E. (2017). Literature Reviews in IS Research: What Can Be Learnt from
the Past and Other Fields? Communications of the AIS, 40, 557–569.'
bibtex: '@article{Schryen_Benlian_Rowe_Shirley_Larsen_Petter_Par{\’e}_Wagner_Haag_Yasasin_2017,
title={Literature Reviews in IS Research: What Can Be Learnt from the Past and
Other Fields?}, volume={40}, journal={Communications of the AIS}, publisher={Association
for Information Systems (AIS)}, author={Schryen, Guido and Benlian, Alexander
and Rowe, Frantz and Shirley, Gregor and Larsen, Kai and Petter, Stacie and Par{\’e},
Guy and Wagner, Gerit and Haag, Steffi and Yasasin, Emrah}, year={2017}, pages={557–569}
}'
chicago: 'Schryen, Guido, Alexander Benlian, Frantz Rowe, Gregor Shirley, Kai Larsen,
Stacie Petter, Guy Par{\’e}, Gerit Wagner, Steffi Haag, and Emrah Yasasin. “Literature
Reviews in IS Research: What Can Be Learnt from the Past and Other Fields?” Communications
of the AIS 40 (2017): 557–69.'
ieee: 'G. Schryen et al., “Literature Reviews in IS Research: What Can Be
Learnt from the Past and Other Fields?,” Communications of the AIS, vol.
40, pp. 557–569, 2017.'
mla: 'Schryen, Guido, et al. “Literature Reviews in IS Research: What Can Be Learnt
from the Past and Other Fields?” Communications of the AIS, vol. 40, Association
for Information Systems (AIS), 2017, pp. 557–69.'
short: G. Schryen, A. Benlian, F. Rowe, G. Shirley, K. Larsen, S. Petter, G. Par{\’e},
G. Wagner, S. Haag, E. Yasasin, Communications of the AIS 40 (2017) 557–569.
date_created: 2018-11-14T14:25:40Z
date_updated: 2022-01-06T07:02:14Z
ddc:
- '000'
department:
- _id: '277'
extern: '1'
file:
- access_level: open_access
content_type: application/pdf
creator: hsiemes
date_created: 2018-12-07T11:33:59Z
date_updated: 2018-12-13T15:07:15Z
file_id: '6027'
file_name: Schryen et al. (forthcoming), Literature Reviews in IS Research, What
Can Be Learnt from the Past and Other Fields, Communications of th.pdf
file_size: 361850
relation: main_file
file_date_updated: 2018-12-13T15:07:15Z
has_accepted_license: '1'
intvolume: ' 40'
keyword:
- Literature Review
- Review Methodology
- Research Methodology
- Doctoral Training
language:
- iso: eng
oa: '1'
page: 557 - 569
publication: Communications of the AIS
publication_identifier:
issn:
- 1529-3181
publisher: Association for Information Systems (AIS)
status: public
title: 'Literature Reviews in IS Research: What Can Be Learnt from the Past and Other
Fields?'
type: journal_article
user_id: '61579'
volume: 40
year: '2017'
...
---
_id: '4691'
abstract:
- lang: eng
text: Analysts have estimated that more than 80 percent of today’s data is stored
in unstructured form (e.g., text, audio, image, video)—much of it expressed in
rich and ambiguous natural language. Traditionally, to analyze natural language,
one has used qualitative data-analysis approaches, such as manual coding. Yet,
the size of text data sets obtained from the Internet makes manual analysis virtually
impossible. In this tutorial, we discuss the challenges encountered when applying
automated text-mining techniques in information systems research. In particular,
we showcase how to use probabilistic topic modeling via Latent Dirichlet allocation,
an unsupervised text-mining technique, with a LASSO multinomial logistic regression
to explain user satisfaction with an IT artifact by automatically analyzing more
than 12,000 online customer reviews. For fellow information systems researchers,
this tutorial provides guidance for conducting text-mining studies on their own
and for evaluating the quality of others.
author:
- first_name: Stefan
full_name: Debortoli, Stefan
last_name: Debortoli
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
- first_name: Iris
full_name: Junglas, Iris
last_name: Junglas
- first_name: Jan
full_name: vom Brocke, Jan
last_name: vom Brocke
citation:
ama: 'Debortoli S, Müller O, Junglas I, vom Brocke J. Text Mining for Information
Systems Researchers: An Annotated Tutorial. Communications of the Association
for Information Systems. Published online 2016:555-582. doi:10.17705/1CAIS.03907'
apa: 'Debortoli, S., Müller, O., Junglas, I., & vom Brocke, J. (2016). Text
Mining for Information Systems Researchers: An Annotated Tutorial. Communications
of the Association for Information Systems, 555–582. https://doi.org/10.17705/1CAIS.03907'
bibtex: '@article{Debortoli_Müller_Junglas_vom Brocke_2016, title={Text Mining for
Information Systems Researchers: An Annotated Tutorial}, DOI={10.17705/1CAIS.03907},
journal={Communications of the Association for Information Systems}, author={Debortoli,
Stefan and Müller, Oliver and Junglas, Iris and vom Brocke, Jan}, year={2016},
pages={555–582} }'
chicago: 'Debortoli, Stefan, Oliver Müller, Iris Junglas, and Jan vom Brocke. “Text
Mining for Information Systems Researchers: An Annotated Tutorial.” Communications
of the Association for Information Systems, 2016, 555–82. https://doi.org/10.17705/1CAIS.03907.'
ieee: 'S. Debortoli, O. Müller, I. Junglas, and J. vom Brocke, “Text Mining for
Information Systems Researchers: An Annotated Tutorial,” Communications of
the Association for Information Systems, pp. 555–582, 2016, doi: 10.17705/1CAIS.03907.'
mla: 'Debortoli, Stefan, et al. “Text Mining for Information Systems Researchers:
An Annotated Tutorial.” Communications of the Association for Information Systems,
2016, pp. 555–82, doi:10.17705/1CAIS.03907.'
short: S. Debortoli, O. Müller, I. Junglas, J. vom Brocke, Communications of the
Association for Information Systems (2016) 555–582.
date_created: 2018-10-12T08:30:04Z
date_updated: 2026-03-10T09:44:54Z
department:
- _id: '196'
doi: 10.17705/1CAIS.03907
extern: '1'
keyword:
- Latent dirichlet allocation
- Online customer reviews
- Text mining
- Topic modeling
- User satisfaction
language:
- iso: eng
page: 555-582
publication: Communications of the Association for Information Systems
publication_identifier:
isbn:
- '9781615679119'
issn:
- 1529-3181
status: public
title: 'Text Mining for Information Systems Researchers: An Annotated Tutorial'
type: journal_article
user_id: '14972'
year: '2016'
...
---
_id: '17118'
author:
- first_name: Jan
full_name: vom Brocke, Jan
last_name: vom Brocke
- first_name: Stefan
full_name: Debortoli, Stefan
last_name: Debortoli
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
- first_name: Nadine
full_name: Reuter, Nadine
last_name: Reuter
citation:
ama: 'vom Brocke J, Debortoli S, Müller O, Reuter N. How In-memory Technology Can
Create Business Value: Insights from the Hilti Case. Communications of the
Association for Information Systems. 2014;34(1):7. doi:10.17705/1cais.03407'
apa: 'vom Brocke, J., Debortoli, S., Müller, O., & Reuter, N. (2014). How In-memory
Technology Can Create Business Value: Insights from the Hilti Case. Communications
of the Association for Information Systems, 34(1), 7. https://doi.org/10.17705/1cais.03407'
bibtex: '@article{vom Brocke_Debortoli_Müller_Reuter_2014, title={How In-memory
Technology Can Create Business Value: Insights from the Hilti Case}, volume={34},
DOI={10.17705/1cais.03407},
number={1}, journal={Communications of the Association for Information Systems},
author={vom Brocke, Jan and Debortoli, Stefan and Müller, Oliver and Reuter, Nadine},
year={2014}, pages={7} }'
chicago: 'Brocke, Jan vom, Stefan Debortoli, Oliver Müller, and Nadine Reuter. “How
In-Memory Technology Can Create Business Value: Insights from the Hilti Case.”
Communications of the Association for Information Systems 34, no. 1 (2014):
7. https://doi.org/10.17705/1cais.03407.'
ieee: 'J. vom Brocke, S. Debortoli, O. Müller, and N. Reuter, “How In-memory Technology
Can Create Business Value: Insights from the Hilti Case,” Communications of
the Association for Information Systems, vol. 34, no. 1, p. 7, 2014.'
mla: 'vom Brocke, Jan, et al. “How In-Memory Technology Can Create Business Value:
Insights from the Hilti Case.” Communications of the Association for Information
Systems, vol. 34, no. 1, 2014, p. 7, doi:10.17705/1cais.03407.'
short: J. vom Brocke, S. Debortoli, O. Müller, N. Reuter, Communications of the
Association for Information Systems 34 (2014) 7.
date_created: 2020-06-23T07:25:51Z
date_updated: 2022-01-06T06:53:05Z
department:
- _id: '196'
doi: 10.17705/1cais.03407
extern: '1'
intvolume: ' 34'
issue: '1'
language:
- iso: eng
page: '7'
publication: Communications of the Association for Information Systems
publication_identifier:
issn:
- 1529-3181
publication_status: published
status: public
title: 'How In-memory Technology Can Create Business Value: Insights from the Hilti
Case'
type: journal_article
user_id: '71922'
volume: 34
year: '2014'
...