---
_id: '65626'
article_number: '102748'
author:
- first_name: Alexander Marcus
  full_name: Skolik, Alexander Marcus
  id: '92908'
  last_name: Skolik
  orcid: 0009-0006-2519-1765
- first_name: Sascha Benjamin
  full_name: Kaltenpoth, Sascha Benjamin
  id: '50640'
  last_name: Kaltenpoth
- 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: Skolik AM, Kaltenpoth SB, Beverungen D, Müller O. A modular large language
    model agent architecture for adaptive and autonomous process-aware execution.
    <i>Information Systems</i>. Published online 2026. doi:<a href="https://doi.org/10.1016/j.is.2026.102748">10.1016/j.is.2026.102748</a>
  apa: Skolik, A. M., Kaltenpoth, S. B., Beverungen, D., &#38; Müller, O. (2026).
    A modular large language model agent architecture for adaptive and autonomous
    process-aware execution. <i>Information Systems</i>, Article 102748. <a href="https://doi.org/10.1016/j.is.2026.102748">https://doi.org/10.1016/j.is.2026.102748</a>
  bibtex: '@article{Skolik_Kaltenpoth_Beverungen_Müller_2026, title={A modular large
    language model agent architecture for adaptive and autonomous process-aware execution},
    DOI={<a href="https://doi.org/10.1016/j.is.2026.102748">10.1016/j.is.2026.102748</a>},
    number={102748}, journal={Information Systems}, publisher={Elsevier BV}, author={Skolik,
    Alexander Marcus and Kaltenpoth, Sascha Benjamin and Beverungen, Daniel and Müller,
    Oliver}, year={2026} }'
  chicago: Skolik, Alexander Marcus, Sascha Benjamin Kaltenpoth, Daniel Beverungen,
    and Oliver Müller. “A Modular Large Language Model Agent Architecture for Adaptive
    and Autonomous Process-Aware Execution.” <i>Information Systems</i>, 2026. <a
    href="https://doi.org/10.1016/j.is.2026.102748">https://doi.org/10.1016/j.is.2026.102748</a>.
  ieee: 'A. M. Skolik, S. B. Kaltenpoth, D. Beverungen, and O. Müller, “A modular
    large language model agent architecture for adaptive and autonomous process-aware
    execution,” <i>Information Systems</i>, Art. no. 102748, 2026, doi: <a href="https://doi.org/10.1016/j.is.2026.102748">10.1016/j.is.2026.102748</a>.'
  mla: Skolik, Alexander Marcus, et al. “A Modular Large Language Model Agent Architecture
    for Adaptive and Autonomous Process-Aware Execution.” <i>Information Systems</i>,
    102748, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.is.2026.102748">10.1016/j.is.2026.102748</a>.
  short: A.M. Skolik, S.B. Kaltenpoth, D. Beverungen, O. Müller, Information Systems
    (2026).
date_created: 2026-05-14T11:19:08Z
date_updated: 2026-05-14T11:20:02Z
doi: 10.1016/j.is.2026.102748
language:
- iso: eng
publication: Information Systems
publication_identifier:
  issn:
  - 0306-4379
publication_status: published
publisher: Elsevier BV
status: public
title: A modular large language model agent architecture for adaptive and autonomous
  process-aware execution
type: journal_article
user_id: '92908'
year: '2026'
...
---
_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. <i>Information Systems</i>. 2024;128.
    doi:<a href="https://doi.org/10.1016/j.is.2024.102474">10.1016/j.is.2024.102474</a>
  apa: Meydani, E., Duesing, C., &#38; Trier, M. (2024). Modeling higher-order social
    influence using multi-head graph attention autoencoder. <i>Information Systems</i>,
    <i>128</i>, Article 102474. <a href="https://doi.org/10.1016/j.is.2024.102474">https://doi.org/10.1016/j.is.2024.102474</a>
  bibtex: '@article{Meydani_Duesing_Trier_2024, title={Modeling higher-order social
    influence using multi-head graph attention autoencoder}, volume={128}, DOI={<a
    href="https://doi.org/10.1016/j.is.2024.102474">10.1016/j.is.2024.102474</a>},
    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.” <i>Information
    Systems</i> 128 (2024). <a href="https://doi.org/10.1016/j.is.2024.102474">https://doi.org/10.1016/j.is.2024.102474</a>.
  ieee: 'E. Meydani, C. Duesing, and M. Trier, “Modeling higher-order social influence
    using multi-head graph attention autoencoder,” <i>Information Systems</i>, vol.
    128, Art. no. 102474, 2024, doi: <a href="https://doi.org/10.1016/j.is.2024.102474">10.1016/j.is.2024.102474</a>.'
  mla: Meydani, Elnaz, et al. “Modeling Higher-Order Social Influence Using Multi-Head
    Graph Attention Autoencoder.” <i>Information Systems</i>, vol. 128, 102474, Elsevier
    BV, 2024, doi:<a href="https://doi.org/10.1016/j.is.2024.102474">10.1016/j.is.2024.102474</a>.
  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: '17339'
author:
- first_name: Josep
  full_name: Carmona, Josep
  last_name: Carmona
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
- first_name: Akhil
  full_name: Kumar, Akhil
  last_name: Kumar
- first_name: Manfred
  full_name: Reichert, Manfred
  last_name: Reichert
citation:
  ama: 'Carmona J, Engels G, Kumar A, Reichert M. Special issue: Selected papers of
    BPM 2017. <i>Information Systems</i>. 2019:238-239. doi:<a href="https://doi.org/10.1016/j.is.2019.06.001">10.1016/j.is.2019.06.001</a>'
  apa: 'Carmona, J., Engels, G., Kumar, A., &#38; Reichert, M. (2019). Special issue:
    Selected papers of BPM 2017. <i>Information Systems</i>, 238–239. <a href="https://doi.org/10.1016/j.is.2019.06.001">https://doi.org/10.1016/j.is.2019.06.001</a>'
  bibtex: '@article{Carmona_Engels_Kumar_Reichert_2019, title={Special issue: Selected
    papers of BPM 2017}, DOI={<a href="https://doi.org/10.1016/j.is.2019.06.001">10.1016/j.is.2019.06.001</a>},
    journal={Information Systems}, author={Carmona, Josep and Engels, Gregor and Kumar,
    Akhil and Reichert, Manfred}, year={2019}, pages={238–239} }'
  chicago: 'Carmona, Josep, Gregor Engels, Akhil Kumar, and Manfred Reichert. “Special
    Issue: Selected Papers of BPM 2017.” <i>Information Systems</i>, 2019, 238–39.
    <a href="https://doi.org/10.1016/j.is.2019.06.001">https://doi.org/10.1016/j.is.2019.06.001</a>.'
  ieee: 'J. Carmona, G. Engels, A. Kumar, and M. Reichert, “Special issue: Selected
    papers of BPM 2017,” <i>Information Systems</i>, pp. 238–239, 2019.'
  mla: 'Carmona, Josep, et al. “Special Issue: Selected Papers of BPM 2017.” <i>Information
    Systems</i>, 2019, pp. 238–39, doi:<a href="https://doi.org/10.1016/j.is.2019.06.001">10.1016/j.is.2019.06.001</a>.'
  short: J. Carmona, G. Engels, A. Kumar, M. Reichert, Information Systems (2019)
    238–239.
date_created: 2020-06-26T10:48:24Z
date_updated: 2022-01-06T06:53:08Z
department:
- _id: '66'
doi: 10.1016/j.is.2019.06.001
language:
- iso: eng
page: 238-239
publication: Information Systems
publication_identifier:
  issn:
  - 0306-4379
publication_status: published
status: public
title: 'Special issue: Selected papers of BPM 2017'
type: journal_article
user_id: '57458'
year: '2019'
...
---
_id: '6736'
author:
- first_name: Stefan
  full_name: Böttcher, Stefan
  id: '624'
  last_name: Böttcher
- first_name: Rita
  full_name: Hartel, Rita
  id: '14961'
  last_name: Hartel
- first_name: Dennis
  full_name: Wolters, Dennis
  id: '11308'
  last_name: Wolters
citation:
  ama: 'Böttcher S, Hartel R, Wolters D. S2CX: From relational data via SQL/XML to
    (Un-)Compressed XML. <i>Information Systems</i>. 2016;56:198-213. doi:<a href="https://doi.org/10.1016/j.is.2015.09.011">10.1016/j.is.2015.09.011</a>'
  apa: 'Böttcher, S., Hartel, R., &#38; Wolters, D. (2016). S2CX: From relational
    data via SQL/XML to (Un-)Compressed XML. <i>Information Systems</i>, <i>56</i>,
    198–213. <a href="https://doi.org/10.1016/j.is.2015.09.011">https://doi.org/10.1016/j.is.2015.09.011</a>'
  bibtex: '@article{Böttcher_Hartel_Wolters_2016, title={S2CX: From relational data
    via SQL/XML to (Un-)Compressed XML}, volume={56}, DOI={<a href="https://doi.org/10.1016/j.is.2015.09.011">10.1016/j.is.2015.09.011</a>},
    journal={Information Systems}, publisher={Elsevier BV}, author={Böttcher, Stefan
    and Hartel, Rita and Wolters, Dennis}, year={2016}, pages={198–213} }'
  chicago: 'Böttcher, Stefan, Rita Hartel, and Dennis Wolters. “S2CX: From Relational
    Data via SQL/XML to (Un-)Compressed XML.” <i>Information Systems</i> 56 (2016):
    198–213. <a href="https://doi.org/10.1016/j.is.2015.09.011">https://doi.org/10.1016/j.is.2015.09.011</a>.'
  ieee: 'S. Böttcher, R. Hartel, and D. Wolters, “S2CX: From relational data via SQL/XML
    to (Un-)Compressed XML,” <i>Information Systems</i>, vol. 56, pp. 198–213, 2016.'
  mla: 'Böttcher, Stefan, et al. “S2CX: From Relational Data via SQL/XML to (Un-)Compressed
    XML.” <i>Information Systems</i>, vol. 56, Elsevier BV, 2016, pp. 198–213, doi:<a
    href="https://doi.org/10.1016/j.is.2015.09.011">10.1016/j.is.2015.09.011</a>.'
  short: S. Böttcher, R. Hartel, D. Wolters, Information Systems 56 (2016) 198–213.
date_created: 2019-01-15T14:05:01Z
date_updated: 2022-01-06T07:03:17Z
department:
- _id: '66'
- _id: '69'
doi: 10.1016/j.is.2015.09.011
intvolume: '        56'
language:
- iso: eng
page: 198-213
publication: Information Systems
publication_identifier:
  issn:
  - 0306-4379
publication_status: published
publisher: Elsevier BV
status: public
title: 'S2CX: From relational data via SQL/XML to (Un-)Compressed XML'
type: journal_article
user_id: '11308'
volume: 56
year: '2016'
...