---
_id: '61531'
article_number: '102474'
author:
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Christoph
full_name: Duesing, Christoph
last_name: Duesing
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
citation:
ama: Meydani E, Duesing C, Trier M. Modeling higher-order social influence using
multi-head graph attention autoencoder. Information Systems. 2024;128.
doi:10.1016/j.is.2024.102474
apa: Meydani, E., Duesing, C., & Trier, M. (2024). Modeling higher-order social
influence using multi-head graph attention autoencoder. Information Systems,
128, Article 102474. https://doi.org/10.1016/j.is.2024.102474
bibtex: '@article{Meydani_Duesing_Trier_2024, title={Modeling higher-order social
influence using multi-head graph attention autoencoder}, volume={128}, DOI={10.1016/j.is.2024.102474},
number={102474}, journal={Information Systems}, publisher={Elsevier BV}, author={Meydani,
Elnaz and Duesing, Christoph and Trier, Matthias}, year={2024} }'
chicago: Meydani, Elnaz, Christoph Duesing, and Matthias Trier. “Modeling Higher-Order
Social Influence Using Multi-Head Graph Attention Autoencoder.” Information
Systems 128 (2024). https://doi.org/10.1016/j.is.2024.102474.
ieee: 'E. Meydani, C. Duesing, and M. Trier, “Modeling higher-order social influence
using multi-head graph attention autoencoder,” Information Systems, vol.
128, Art. no. 102474, 2024, doi: 10.1016/j.is.2024.102474.'
mla: Meydani, Elnaz, et al. “Modeling Higher-Order Social Influence Using Multi-Head
Graph Attention Autoencoder.” Information Systems, vol. 128, 102474, Elsevier
BV, 2024, doi:10.1016/j.is.2024.102474.
short: E. Meydani, C. Duesing, M. Trier, Information Systems 128 (2024).
date_created: 2025-10-07T09:06:47Z
date_updated: 2025-10-07T09:09:33Z
doi: 10.1016/j.is.2024.102474
intvolume: ' 128'
language:
- iso: eng
publication: Information Systems
publication_identifier:
issn:
- 0306-4379
publication_status: published
publisher: Elsevier BV
status: public
title: Modeling higher-order social influence using multi-head graph attention autoencoder
type: journal_article
user_id: '78567'
volume: 128
year: '2024'
...
---
_id: '61530'
author:
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
citation:
ama: 'Meydani E, Trier M. Towards a Model of Polarization Reduction with Recommender
Systems. In: Wirtschaftsinformatik . ; 2024.'
apa: Meydani, E., & Trier, M. (2024). Towards a Model of Polarization Reduction
with Recommender Systems. Wirtschaftsinformatik .
bibtex: '@inproceedings{Meydani_Trier_2024, title={Towards a Model of Polarization
Reduction with Recommender Systems}, booktitle={Wirtschaftsinformatik }, author={Meydani,
Elnaz and Trier, Matthias}, year={2024} }'
chicago: Meydani, Elnaz, and Matthias Trier. “Towards a Model of Polarization Reduction
with Recommender Systems.” In Wirtschaftsinformatik , 2024.
ieee: E. Meydani and M. Trier, “Towards a Model of Polarization Reduction with Recommender
Systems,” 2024.
mla: Meydani, Elnaz, and Matthias Trier. “Towards a Model of Polarization Reduction
with Recommender Systems.” Wirtschaftsinformatik , 2024.
short: 'E. Meydani, M. Trier, in: Wirtschaftsinformatik , 2024.'
date_created: 2025-10-07T09:04:51Z
date_updated: 2025-10-07T09:09:25Z
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/wi2024/106/
publication: 'Wirtschaftsinformatik '
status: public
title: Towards a Model of Polarization Reduction with Recommender Systems
type: conference
user_id: '78567'
year: '2024'
...
---
_id: '44072'
author:
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Christoph
full_name: Düsing, Christoph
last_name: Düsing
- first_name: Annamaria
full_name: Fedrau, Annamaria
last_name: Fedrau
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
citation:
ama: 'Meydani E, Düsing C, Fedrau A, Trier M. The “black box” of social commerce
platforms-a closer look at users’ activities. In: ; 2022.'
apa: Meydani, E., Düsing, C., Fedrau, A., & Trier, M. (2022). The “black
box” of social commerce platforms-a closer look at users’ activities.
bibtex: '@inproceedings{Meydani_Düsing_Fedrau_Trier_2022, title={The “black box”
of social commerce platforms-a closer look at users’ activities}, author={Meydani,
Elnaz and Düsing, Christoph and Fedrau, Annamaria and Trier, Matthias}, year={2022}
}'
chicago: Meydani, Elnaz, Christoph Düsing, Annamaria Fedrau, and Matthias Trier.
“The ‘Black Box’ of Social Commerce Platforms-a Closer Look at Users’ Activities,”
2022.
ieee: E. Meydani, C. Düsing, A. Fedrau, and M. Trier, “The ‘black box’ of social
commerce platforms-a closer look at users’ activities,” 2022.
mla: Meydani, Elnaz, et al. The “Black Box” of Social Commerce Platforms-a Closer
Look at Users’ Activities. 2022.
short: 'E. Meydani, C. Düsing, A. Fedrau, M. Trier, in: 2022.'
date_created: 2023-04-20T08:49:54Z
date_updated: 2023-04-20T10:16:04Z
department:
- _id: '198'
language:
- iso: eng
status: public
title: The “black box” of social commerce platforms-a closer look at users’ activities
type: conference
user_id: '78567'
year: '2022'
...
---
_id: '44073'
author:
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Christoph
full_name: Düsing, Christoph
last_name: Düsing
- first_name: Matthias
full_name: Trier, Matthias
id: '72744'
last_name: Trier
citation:
ama: 'Meydani E, Düsing C, Trier M. Towards a Trust-Aware Item Recommendation System
on a Graph Autoencoder with Attention Mechanism. In: Innovation Through Information
Systems: Volume II: A Collection of Latest Research on Technology Issues.
; 2021:72–77.'
apa: 'Meydani, E., Düsing, C., & Trier, M. (2021). Towards a Trust-Aware Item
Recommendation System on a Graph Autoencoder with Attention Mechanism. Innovation
Through Information Systems: Volume II: A Collection of Latest Research on Technology
Issues, 72–77.'
bibtex: '@inproceedings{Meydani_Düsing_Trier_2021, title={Towards a Trust-Aware
Item Recommendation System on a Graph Autoencoder with Attention Mechanism}, booktitle={Innovation
Through Information Systems: Volume II: A Collection of Latest Research on Technology
Issues}, author={Meydani, Elnaz and Düsing, Christoph and Trier, Matthias}, year={2021},
pages={72–77} }'
chicago: 'Meydani, Elnaz, Christoph Düsing, and Matthias Trier. “Towards a Trust-Aware
Item Recommendation System on a Graph Autoencoder with Attention Mechanism.” In
Innovation Through Information Systems: Volume II: A Collection of Latest Research
on Technology Issues, 72–77, 2021.'
ieee: 'E. Meydani, C. Düsing, and M. Trier, “Towards a Trust-Aware Item Recommendation
System on a Graph Autoencoder with Attention Mechanism,” in Innovation Through
Information Systems: Volume II: A Collection of Latest Research on Technology
Issues, 2021, pp. 72–77.'
mla: 'Meydani, Elnaz, et al. “Towards a Trust-Aware Item Recommendation System on
a Graph Autoencoder with Attention Mechanism.” Innovation Through Information
Systems: Volume II: A Collection of Latest Research on Technology Issues,
2021, pp. 72–77.'
short: 'E. Meydani, C. Düsing, M. Trier, in: Innovation Through Information Systems:
Volume II: A Collection of Latest Research on Technology Issues, 2021, pp. 72–77.'
date_created: 2023-04-20T08:50:47Z
date_updated: 2023-04-20T10:16:57Z
department:
- _id: '198'
language:
- iso: eng
page: 72–77
publication: 'Innovation Through Information Systems: Volume II: A Collection of Latest
Research on Technology Issues'
status: public
title: Towards a Trust-Aware Item Recommendation System on a Graph Autoencoder with
Attention Mechanism
type: conference
user_id: '78567'
year: '2021'
...
---
_id: '44074'
author:
- first_name: Gavneet Singh
full_name: Chadha, Gavneet Singh
last_name: Chadha
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Andreas
full_name: Schwung, Andreas
last_name: Schwung
citation:
ama: 'Chadha GS, Meydani E, Schwung A. Regularizing neural networks with gradient
monitoring. In: Recent Advances in Big Data and Deep Learning: Proceedings
of the INNS Big Data and Deep Learning Conference INNSBDDL2019, Held at Sestri
Levante, Genova, Italy 16-18 April 2019. ; 2020:196–205.'
apa: 'Chadha, G. S., Meydani, E., & Schwung, A. (2020). Regularizing neural
networks with gradient monitoring. Recent Advances in Big Data and Deep Learning:
Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, Held
at Sestri Levante, Genova, Italy 16-18 April 2019, 196–205.'
bibtex: '@inproceedings{Chadha_Meydani_Schwung_2020, title={Regularizing neural
networks with gradient monitoring}, booktitle={Recent Advances in Big Data and
Deep Learning: Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019,
held at Sestri Levante, Genova, Italy 16-18 April 2019}, author={Chadha, Gavneet
Singh and Meydani, Elnaz and Schwung, Andreas}, year={2020}, pages={196–205} }'
chicago: 'Chadha, Gavneet Singh, Elnaz Meydani, and Andreas Schwung. “Regularizing
Neural Networks with Gradient Monitoring.” In Recent Advances in Big Data and
Deep Learning: Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019,
Held at Sestri Levante, Genova, Italy 16-18 April 2019, 196–205, 2020.'
ieee: 'G. S. Chadha, E. Meydani, and A. Schwung, “Regularizing neural networks with
gradient monitoring,” in Recent Advances in Big Data and Deep Learning: Proceedings
of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri
Levante, Genova, Italy 16-18 April 2019, 2020, pp. 196–205.'
mla: 'Chadha, Gavneet Singh, et al. “Regularizing Neural Networks with Gradient
Monitoring.” Recent Advances in Big Data and Deep Learning: Proceedings of
the INNS Big Data and Deep Learning Conference INNSBDDL2019, Held at Sestri Levante,
Genova, Italy 16-18 April 2019, 2020, pp. 196–205.'
short: 'G.S. Chadha, E. Meydani, A. Schwung, in: Recent Advances in Big Data and
Deep Learning: Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019,
Held at Sestri Levante, Genova, Italy 16-18 April 2019, 2020, pp. 196–205.'
date_created: 2023-04-20T08:53:19Z
date_updated: 2025-10-07T09:13:36Z
language:
- iso: eng
page: 196–205
publication: 'Recent Advances in Big Data and Deep Learning: Proceedings of the INNS
Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova,
Italy 16-18 April 2019'
status: public
title: Regularizing neural networks with gradient monitoring
type: conference
user_id: '78567'
year: '2020'
...
---
_id: '44076'
author:
- first_name: Elnaz
full_name: Meydani, Elnaz
id: '78567'
last_name: Meydani
- first_name: Marziyeh
full_name: Bahonar, Marziyeh
last_name: Bahonar
- first_name: Bahareh
full_name: Gholami, Bahareh
last_name: Gholami
- first_name: Iman
full_name: Raeesi Vanani, Iman
last_name: Raeesi Vanani
- first_name: Babak
full_name: Sohrabi, Babak
last_name: Sohrabi
citation:
ama: 'Meydani E, Bahonar M, Gholami B, Raeesi Vanani I, Sohrabi B. Data Mining and
Decision Making. In: D. Nelson W, ed. Advances in Business and Management.
Volume 5. ; 2012.'
apa: Meydani, E., Bahonar, M., Gholami, B., Raeesi Vanani, I., & Sohrabi, B.
(2012). Data Mining and Decision Making. In W. D. Nelson (Ed.), Advances in
Business and Management. Volume 5.
bibtex: '@inbook{Meydani_Bahonar_Gholami_Raeesi Vanani_Sohrabi_2012, title={Data
Mining and Decision Making}, booktitle={Advances in Business and Management. Volume
5}, author={Meydani, Elnaz and Bahonar, Marziyeh and Gholami, Bahareh and Raeesi
Vanani, Iman and Sohrabi, Babak}, editor={D. Nelson, William}, year={2012} }'
chicago: Meydani, Elnaz, Marziyeh Bahonar, Bahareh Gholami, Iman Raeesi Vanani,
and Babak Sohrabi. “Data Mining and Decision Making.” In Advances in Business
and Management. Volume 5, edited by William D. Nelson, 2012.
ieee: E. Meydani, M. Bahonar, B. Gholami, I. Raeesi Vanani, and B. Sohrabi, “Data
Mining and Decision Making,” in Advances in Business and Management. Volume
5, W. D. Nelson, Ed. 2012.
mla: Meydani, Elnaz, et al. “Data Mining and Decision Making.” Advances in Business
and Management. Volume 5, edited by William D. Nelson, 2012.
short: 'E. Meydani, M. Bahonar, B. Gholami, I. Raeesi Vanani, B. Sohrabi, in: W.
D. Nelson (Ed.), Advances in Business and Management. Volume 5, 2012.'
date_created: 2023-04-20T09:00:43Z
date_updated: 2025-10-07T09:06:18Z
editor:
- first_name: William
full_name: D. Nelson, William
last_name: D. Nelson
extern: '1'
language:
- iso: eng
publication: Advances in Business and Management. Volume 5
publication_identifier:
isbn:
- 978-1-62100-563-6
status: public
title: Data Mining and Decision Making
type: book_chapter
user_id: '78567'
year: '2012'
...