---
_id: '26389'
abstract:
- lang: eng
  text: Within this work, we investigate how data-driven numerical approximation methods
    of the Koopman operator can be used in practical control engineering applications.
    We refer to the method Extended Dynamic Mode Decomposition (EDMD), which approximates
    a nonlinear dynamical system as a linear model. This makes the method ideal for
    control engineering applications, because a linear system description is often
    assumed for this purpose. Using academic  examples, we simulatively analyze the
    prediction performance of the learned EDMD models and show how relevant system
    properties like stability, controllability, and observability are reflected by
    the EDMD model, which is a critical requirement for a successful control design
    process. Subsequently, we present our experimental results on a mechatronic test
    bench and evaluate the applicability to the control engineering design process.
    As a result, the investigated methods are suitable as a low-effort alternative
    for the design steps of model building and adaptation in the classical model-based
    controller design method.
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Junker A, Timmermann J, Trächtler A. Data-Driven Models for Control Engineering
    Applications Using the Koopman Operator. In: <i>2022 3rd International Conference
    on Artificial Intelligence, Robotics and Control (AIRC 2022)</i>. ; 2022:1-9.
    doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>'
  apa: Junker, A., Timmermann, J., &#38; Trächtler, A. (2022). Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator. <i>2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC 2022)</i>, 1–9.
    <a href="https://doi.org/10.1109/AIRC56195.2022.9836980">https://doi.org/10.1109/AIRC56195.2022.9836980</a>
  bibtex: '@inproceedings{Junker_Timmermann_Trächtler_2022, title={Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator}, DOI={<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>},
    booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics
    and Control (AIRC 2022)}, author={Junker, Annika and Timmermann, Julia and Trächtler,
    Ansgar}, year={2022}, pages={1–9} }'
  chicago: Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Data-Driven Models
    for Control Engineering Applications Using the Koopman Operator.” In <i>2022 3rd
    International Conference on Artificial Intelligence, Robotics and Control (AIRC
    2022)</i>, 1–9, 2022. <a href="https://doi.org/10.1109/AIRC56195.2022.9836980">https://doi.org/10.1109/AIRC56195.2022.9836980</a>.
  ieee: 'A. Junker, J. Timmermann, and A. Trächtler, “Data-Driven Models for Control
    Engineering Applications Using the Koopman Operator,” in <i>2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC 2022)</i>, Cairo,
    Egypt, 2022, pp. 1–9, doi: <a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>.'
  mla: Junker, Annika, et al. “Data-Driven Models for Control Engineering Applications
    Using the Koopman Operator.” <i>2022 3rd International Conference on Artificial
    Intelligence, Robotics and Control (AIRC 2022)</i>, 2022, pp. 1–9, doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836980">10.1109/AIRC56195.2022.9836980</a>.
  short: 'A. Junker, J. Timmermann, A. Trächtler, in: 2022 3rd International Conference
    on Artificial Intelligence, Robotics and Control (AIRC 2022), 2022, pp. 1–9.'
conference:
  end_date: 2022-05-12
  location: Cairo, Egypt
  name: 2022 3rd International Conference on Artificial Intelligence, Robotics and
    Control (AIRC 2022)
  start_date: 2022-05-10
date_created: 2021-10-18T05:59:07Z
date_updated: 2026-04-01T05:51:06Z
department:
- _id: '153'
- _id: '880'
doi: 10.1109/AIRC56195.2022.9836980
keyword:
- Koopman Operator
- Nonlinear Control
- Extended Dynamic Mode Decomposition
- Hybrid Modelling
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9836980
page: 1-9
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: 2022 3rd International Conference on Artificial Intelligence, Robotics
  and Control (AIRC 2022)
publication_identifier:
  isbn:
  - 978-1-6654-5946-4
publication_status: published
quality_controlled: '1'
status: public
title: Data-Driven Models for Control Engineering Applications Using the Koopman Operator
type: conference
user_id: '41470'
year: '2022'
...
---
_id: '34011'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
  orcid: 0009-0007-1281-4465
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Junker A, Fittkau N, Timmermann J, Trächtler A. Autonomes Putten mittels datengetriebener
    und physikbasierter Methoden. In: <i>Proceedings - 32. Workshop Computational
    Intelligence: Berlin, 1. - 2. Dezember 2022</i>. ; 2022:119-124. doi:<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>'
  apa: 'Junker, A., Fittkau, N., Timmermann, J., &#38; Trächtler, A. (2022). Autonomes
    Putten mittels datengetriebener und physikbasierter Methoden. <i>Proceedings -
    32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>, 119–124.
    <a href="https://doi.org/10.5445/KSP/1000151141">https://doi.org/10.5445/KSP/1000151141</a>'
  bibtex: '@inproceedings{Junker_Fittkau_Timmermann_Trächtler_2022, title={Autonomes
    Putten mittels datengetriebener und physikbasierter Methoden}, DOI={<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>},
    booktitle={Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. -
    2. Dezember 2022}, author={Junker, Annika and Fittkau, Niklas and Timmermann,
    Julia and Trächtler, Ansgar}, year={2022}, pages={119–124} }'
  chicago: 'Junker, Annika, Niklas Fittkau, Julia Timmermann, and Ansgar Trächtler.
    “Autonomes Putten Mittels Datengetriebener Und Physikbasierter Methoden.” In <i>Proceedings
    - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>,
    119–24, 2022. <a href="https://doi.org/10.5445/KSP/1000151141">https://doi.org/10.5445/KSP/1000151141</a>.'
  ieee: 'A. Junker, N. Fittkau, J. Timmermann, and A. Trächtler, “Autonomes Putten
    mittels datengetriebener und physikbasierter Methoden,” in <i>Proceedings - 32.
    Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>, Berlin,
    Germany, 2022, pp. 119–124, doi: <a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>.'
  mla: 'Junker, Annika, et al. “Autonomes Putten Mittels Datengetriebener Und Physikbasierter
    Methoden.” <i>Proceedings - 32. Workshop Computational Intelligence: Berlin, 1.
    - 2. Dezember 2022</i>, 2022, pp. 119–24, doi:<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>.'
  short: 'A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: Proceedings - 32.
    Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022, pp.
    119–124.'
conference:
  end_date: 2022-12-02
  location: Berlin, Germany
  name: 32. Workshop Computational Intelligence
  start_date: 2022-12-01
date_created: 2022-11-04T10:08:39Z
date_updated: 2026-04-01T05:59:13Z
department:
- _id: '153'
- _id: '880'
doi: 10.5445/KSP/1000151141
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://publikationen.bibliothek.kit.edu/1000151141
oa: '1'
page: 119-124
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: 'Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. -
  2. Dezember 2022'
quality_controlled: '1'
status: public
title: Autonomes Putten mittels datengetriebener und physikbasierter Methoden
type: conference
user_id: '41470'
year: '2022'
...
---
_id: '50071'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: Junker A, Timmermann J, Trächtler A. Learning Data-Driven PCHD Models for Control
    Engineering Applications*. <i>IFAC-PapersOnLine</i>. 2022;55(12):389-394. doi:<a
    href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>
  apa: Junker, A., Timmermann, J., &#38; Trächtler, A. (2022). Learning Data-Driven
    PCHD Models for Control Engineering Applications*. <i>IFAC-PapersOnLine</i>, <i>55</i>(12),
    389–394. <a href="https://doi.org/10.1016/j.ifacol.2022.07.343">https://doi.org/10.1016/j.ifacol.2022.07.343</a>
  bibtex: '@article{Junker_Timmermann_Trächtler_2022, title={Learning Data-Driven
    PCHD Models for Control Engineering Applications*}, volume={55}, DOI={<a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>},
    number={12}, journal={IFAC-PapersOnLine}, publisher={Elsevier BV}, author={Junker,
    Annika and Timmermann, Julia and Trächtler, Ansgar}, year={2022}, pages={389–394}
    }'
  chicago: 'Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Learning Data-Driven
    PCHD Models for Control Engineering Applications*.” <i>IFAC-PapersOnLine</i> 55,
    no. 12 (2022): 389–94. <a href="https://doi.org/10.1016/j.ifacol.2022.07.343">https://doi.org/10.1016/j.ifacol.2022.07.343</a>.'
  ieee: 'A. Junker, J. Timmermann, and A. Trächtler, “Learning Data-Driven PCHD Models
    for Control Engineering Applications*,” <i>IFAC-PapersOnLine</i>, vol. 55, no.
    12, pp. 389–394, 2022, doi: <a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>.'
  mla: Junker, Annika, et al. “Learning Data-Driven PCHD Models for Control Engineering
    Applications*.” <i>IFAC-PapersOnLine</i>, vol. 55, no. 12, Elsevier BV, 2022,
    pp. 389–94, doi:<a href="https://doi.org/10.1016/j.ifacol.2022.07.343">10.1016/j.ifacol.2022.07.343</a>.
  short: A. Junker, J. Timmermann, A. Trächtler, IFAC-PapersOnLine 55 (2022) 389–394.
date_created: 2023-12-25T11:59:49Z
date_updated: 2026-04-01T06:15:18Z
department:
- _id: '153'
- _id: '880'
doi: 10.1016/j.ifacol.2022.07.343
intvolume: '        55'
issue: '12'
keyword:
- Control and Systems Engineering
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.ifacol.2022.07.343
oa: '1'
page: 389-394
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: IFAC-PapersOnLine
publication_identifier:
  issn:
  - 2405-8963
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Learning Data-Driven PCHD Models for Control Engineering Applications*
type: journal_article
user_id: '41470'
volume: 55
year: '2022'
...
---
_id: '65277'
citation:
  ama: Droß-Krüpe K, Reinard P, Ruffing K, Deglau C, eds. <i>Volker Losemann - Antike
    und Nationalsozialismus. Gesammelte Schriften zur Wissenschafts- und Rezeptionsgeschichte
    II</i>. Vol 160.; 2022.
  apa: Droß-Krüpe, K., Reinard, P., Ruffing, K., &#38; Deglau, C. (Eds.). (2022).
    <i>Volker Losemann - Antike und Nationalsozialismus. Gesammelte Schriften zur
    Wissenschafts- und Rezeptionsgeschichte II</i> (Vol. 160).
  bibtex: '@book{Droß-Krüpe_Reinard_Ruffing_Deglau_2022, place={Wiesbaden}, series={Philippika},
    title={Volker Losemann - Antike und Nationalsozialismus. Gesammelte Schriften
    zur Wissenschafts- und Rezeptionsgeschichte II}, volume={160}, year={2022}, collection={Philippika}
    }'
  chicago: Droß-Krüpe, Kerstin, Patrick Reinard, Kai Ruffing, and Claudia Deglau,
    eds. <i>Volker Losemann - Antike und Nationalsozialismus. Gesammelte Schriften
    zur Wissenschafts- und Rezeptionsgeschichte II</i>. Vol. 160. Philippika. Wiesbaden,
    2022.
  ieee: K. Droß-Krüpe, P. Reinard, K. Ruffing, and C. Deglau, Eds., <i>Volker Losemann
    - Antike und Nationalsozialismus. Gesammelte Schriften zur Wissenschafts- und
    Rezeptionsgeschichte II</i>, vol. 160. Wiesbaden, 2022.
  mla: Droß-Krüpe, Kerstin, et al., editors. <i>Volker Losemann - Antike und Nationalsozialismus.
    Gesammelte Schriften zur Wissenschafts- und Rezeptionsgeschichte II</i>. 2022.
  short: K. Droß-Krüpe, P. Reinard, K. Ruffing, C. Deglau, eds., Volker Losemann -
    Antike und Nationalsozialismus. Gesammelte Schriften zur Wissenschafts- und Rezeptionsgeschichte
    II, Wiesbaden, 2022.
date_created: 2026-04-01T12:31:49Z
date_updated: 2026-04-02T15:44:35Z
editor:
- first_name: Kerstin
  full_name: Droß-Krüpe, Kerstin
  id: '125711'
  last_name: Droß-Krüpe
- first_name: Patrick
  full_name: Reinard, Patrick
  last_name: Reinard
- first_name: Kai
  full_name: Ruffing, Kai
  last_name: Ruffing
- first_name: Claudia
  full_name: Deglau, Claudia
  last_name: Deglau
extern: '1'
intvolume: '       160'
language:
- iso: ger
place: Wiesbaden
publication_status: published
series_title: Philippika
status: public
title: Volker Losemann - Antike und Nationalsozialismus. Gesammelte Schriften zur
  Wissenschafts- und Rezeptionsgeschichte II
type: book_editor
user_id: '125711'
volume: 160
year: '2022'
...
---
_id: '65278'
citation:
  ama: Droß-Krüpe K, Ruffing K, eds. <i>Markt, Märkte und Marktgebäude in der antiken
    Welt</i>. Vol 100.; 2022.
  apa: Droß-Krüpe, K., &#38; Ruffing, K. (Eds.). (2022). <i>Markt, Märkte und Marktgebäude
    in der antiken Welt</i> (Vol. 100).
  bibtex: '@book{Droß-Krüpe_Ruffing_2022, place={Wiesbaden}, series={Philippika},
    title={Markt, Märkte und Marktgebäude in der antiken Welt}, volume={100}, year={2022},
    collection={Philippika} }'
  chicago: Droß-Krüpe, Kerstin, and Kai Ruffing, eds. <i>Markt, Märkte und Marktgebäude
    in der antiken Welt</i>. Vol. 100. Philippika. Wiesbaden, 2022.
  ieee: K. Droß-Krüpe and K. Ruffing, Eds., <i>Markt, Märkte und Marktgebäude in der
    antiken Welt</i>, vol. 100. Wiesbaden, 2022.
  mla: Droß-Krüpe, Kerstin, and Kai Ruffing, editors. <i>Markt, Märkte und Marktgebäude
    in der antiken Welt</i>. 2022.
  short: K. Droß-Krüpe, K. Ruffing, eds., Markt, Märkte und Marktgebäude in der antiken
    Welt, Wiesbaden, 2022.
date_created: 2026-04-01T12:33:50Z
date_updated: 2026-04-02T15:45:05Z
editor:
- first_name: Kerstin
  full_name: Droß-Krüpe, Kerstin
  id: '125711'
  last_name: Droß-Krüpe
- first_name: Kai
  full_name: Ruffing, Kai
  last_name: Ruffing
extern: '1'
intvolume: '       100'
language:
- iso: ger
place: Wiesbaden
publication_status: published
series_title: Philippika
status: public
title: Markt, Märkte und Marktgebäude in der antiken Welt
type: book_editor
user_id: '125711'
volume: 100
year: '2022'
...
---
_id: '53788'
abstract:
- lang: eng
  text: '<jats:p>Globally, an unbalanced diet causes more deaths than any other factor.
    Due to a lack of knowledge, it is difficult for consumers to select healthy foods
    at the point of sale. Although different front-of-pack labeling schemes exist,
    their informative value is limited due to small sets of considered parameters
    and lacking information on ingredient composition. We developed and evalauated
    a manufacture-independent approach to quantify ingredient composition of 294 ready-to
    eat salads (distinguished into 73 subgroups) as test set. Nutritional quality
    was assessed by the nutriRECIPE-Index and compared to the Nutri-Score. The nutriRECIPE-Index
    comprises the calculation of energy-adjusted nutrient density of 16 desirable
    and three undesirable nutrients, which are weighted according to their degree
    of supply in the population. We show that the nutriRECIPE-Index has stronger discriminatory
    power compared to the Nutri-Score and discriminates as well or even better in
    63 out of the 73 subgroups. This was evident in groups where seemingly similar
    products were compared, e.g., potato salads (Nutri-Score: C only, nutriRECIPE-Index:
    B, C and D). Moreover, the nutriRECIPE-Index is adjustable to any target population’s
    specific needs and supply situation, such as seniors, and children. Hence, a more
    sophisticated distinction between single food products is possible using the nutriRECIPE-Index.</jats:p>'
article_number: '4011'
author:
- first_name: Laura
  full_name: Schlarbaum, Laura
  id: '96697'
  last_name: Schlarbaum
- first_name: Frank
  full_name: Forner, Frank
  last_name: Forner
- first_name: Kristin
  full_name: Bohn, Kristin
  last_name: Bohn
- first_name: Michael
  full_name: Amberg, Michael
  last_name: Amberg
- first_name: Patrick
  full_name: Mäder, Patrick
  last_name: Mäder
- first_name: Stefan
  full_name: Lorkowski, Stefan
  last_name: Lorkowski
- first_name: Toni
  full_name: Meier, Toni
  last_name: Meier
citation:
  ama: 'Schlarbaum L, Forner F, Bohn K, et al. Nutritional Assessment of Ready-to-Eat
    Salads in German Supermarkets: Comparison of the nutriRECIPE-Index and the Nutri-Score.
    <i>Foods</i>. 2022;11(24). doi:<a href="https://doi.org/10.3390/foods11244011">10.3390/foods11244011</a>'
  apa: 'Schlarbaum, L., Forner, F., Bohn, K., Amberg, M., Mäder, P., Lorkowski, S.,
    &#38; Meier, T. (2022). Nutritional Assessment of Ready-to-Eat Salads in German
    Supermarkets: Comparison of the nutriRECIPE-Index and the Nutri-Score. <i>Foods</i>,
    <i>11</i>(24), Article 4011. <a href="https://doi.org/10.3390/foods11244011">https://doi.org/10.3390/foods11244011</a>'
  bibtex: '@article{Schlarbaum_Forner_Bohn_Amberg_Mäder_Lorkowski_Meier_2022, title={Nutritional
    Assessment of Ready-to-Eat Salads in German Supermarkets: Comparison of the nutriRECIPE-Index
    and the Nutri-Score}, volume={11}, DOI={<a href="https://doi.org/10.3390/foods11244011">10.3390/foods11244011</a>},
    number={244011}, journal={Foods}, publisher={MDPI AG}, author={Schlarbaum, Laura
    and Forner, Frank and Bohn, Kristin and Amberg, Michael and Mäder, Patrick and
    Lorkowski, Stefan and Meier, Toni}, year={2022} }'
  chicago: 'Schlarbaum, Laura, Frank Forner, Kristin Bohn, Michael Amberg, Patrick
    Mäder, Stefan Lorkowski, and Toni Meier. “Nutritional Assessment of Ready-to-Eat
    Salads in German Supermarkets: Comparison of the NutriRECIPE-Index and the Nutri-Score.”
    <i>Foods</i> 11, no. 24 (2022). <a href="https://doi.org/10.3390/foods11244011">https://doi.org/10.3390/foods11244011</a>.'
  ieee: 'L. Schlarbaum <i>et al.</i>, “Nutritional Assessment of Ready-to-Eat Salads
    in German Supermarkets: Comparison of the nutriRECIPE-Index and the Nutri-Score,”
    <i>Foods</i>, vol. 11, no. 24, Art. no. 4011, 2022, doi: <a href="https://doi.org/10.3390/foods11244011">10.3390/foods11244011</a>.'
  mla: 'Schlarbaum, Laura, et al. “Nutritional Assessment of Ready-to-Eat Salads in
    German Supermarkets: Comparison of the NutriRECIPE-Index and the Nutri-Score.”
    <i>Foods</i>, vol. 11, no. 24, 4011, MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/foods11244011">10.3390/foods11244011</a>.'
  short: L. Schlarbaum, F. Forner, K. Bohn, M. Amberg, P. Mäder, S. Lorkowski, T.
    Meier, Foods 11 (2022).
date_created: 2024-04-29T11:51:14Z
date_updated: 2026-04-08T09:17:11Z
ddc:
- '570'
doi: 10.3390/foods11244011
file:
- access_level: closed
  content_type: application/pdf
  creator: laura36
  date_created: 2026-04-08T09:16:34Z
  date_updated: 2026-04-08T09:16:34Z
  file_id: '65378'
  file_name: foods-11-04011.pdf
  file_size: 1958241
  relation: main_file
  success: 1
file_date_updated: 2026-04-08T09:16:34Z
has_accepted_license: '1'
intvolume: '        11'
issue: '24'
language:
- iso: eng
publication: Foods
publication_identifier:
  issn:
  - 2304-8158
publication_status: published
publisher: MDPI AG
status: public
title: 'Nutritional Assessment of Ready-to-Eat Salads in German Supermarkets: Comparison
  of the nutriRECIPE-Index and the Nutri-Score'
type: journal_article
user_id: '96697'
volume: 11
year: '2022'
...
---
_id: '21405'
abstract:
- lang: eng
  text: Previous accounting research shows that taxes affect decision making by individuals
    and firms. Most studies assume that agents have an accurate perception regarding
    their tax burden. However, there is a growing body of literature analyzing whether
    taxes are indeed perceived correctly. We review 128 studies on the measurement
    of tax misperception and its behavioral implications. The review reveals that
    many taxpayers have substantial tax misperceptions that lead to biased decision
    making. We develop a Behavioral Taxpayer Response Model on the impact of provided
    tax information on tax perception. Besides individual traits, characteristics
    of the tax information and the decision environment determine the extent of tax
    misperception. We discuss opportunities for future research and methodological
    limitations. While there is much evidence on tax misperception at the individual
    level, we hardly find any research at the firm level. Little is known about the
    real effects of managers’ tax misperception and on how tax information is strategically
    managed to impact stakeholders. This research gap is surprising as a large part
    of the accounting literature analyzes decision making and disclosure of firms.
    We recommend a mixed-method approach combining experiments, surveys, and archival
    data analyses to improve the knowledge on tax misperception and its consequences.
article_type: original
author:
- first_name: Kay
  full_name: Blaufus, Kay
  last_name: Blaufus
- first_name: Malte
  full_name: Chirvi, Malte
  last_name: Chirvi
- first_name: Hans-Peter
  full_name: Huber, Hans-Peter
  last_name: Huber
- first_name: Ralf
  full_name: Maiterth, Ralf
  last_name: Maiterth
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  id: '530'
  last_name: Sureth-Sloane
  orcid: ' 0000-0002-8183-5901'
citation:
  ama: Blaufus K, Chirvi M, Huber H-P, Maiterth R, Sureth-Sloane C. Tax Misperception
    and Its Effects on Decision Making - Literature Review and Behavioral Taxpayer
    Response Model. <i>European Accounting Review</i>. 2022;31(1):111-144. doi:<a
    href="https://doi.org/10.1080/09638180.2020.1852095">10.1080/09638180.2020.1852095</a>
  apa: Blaufus, K., Chirvi, M., Huber, H.-P., Maiterth, R., &#38; Sureth-Sloane, C.
    (2022). Tax Misperception and Its Effects on Decision Making - Literature Review
    and Behavioral Taxpayer Response Model. <i>European Accounting Review</i>, <i>31</i>(1),
    111–144. <a href="https://doi.org/10.1080/09638180.2020.1852095">https://doi.org/10.1080/09638180.2020.1852095</a>
  bibtex: '@article{Blaufus_Chirvi_Huber_Maiterth_Sureth-Sloane_2022, title={Tax Misperception
    and Its Effects on Decision Making - Literature Review and Behavioral Taxpayer
    Response Model}, volume={31}, DOI={<a href="https://doi.org/10.1080/09638180.2020.1852095">10.1080/09638180.2020.1852095</a>},
    number={1}, journal={European Accounting Review}, author={Blaufus, Kay and Chirvi,
    Malte and Huber, Hans-Peter and Maiterth, Ralf and Sureth-Sloane, Caren}, year={2022},
    pages={111–144} }'
  chicago: 'Blaufus, Kay, Malte Chirvi, Hans-Peter Huber, Ralf Maiterth, and Caren
    Sureth-Sloane. “Tax Misperception and Its Effects on Decision Making - Literature
    Review and Behavioral Taxpayer Response Model.” <i>European Accounting Review</i>
    31, no. 1 (2022): 111–44. <a href="https://doi.org/10.1080/09638180.2020.1852095">https://doi.org/10.1080/09638180.2020.1852095</a>.'
  ieee: 'K. Blaufus, M. Chirvi, H.-P. Huber, R. Maiterth, and C. Sureth-Sloane, “Tax
    Misperception and Its Effects on Decision Making - Literature Review and Behavioral
    Taxpayer Response Model,” <i>European Accounting Review</i>, vol. 31, no. 1, pp.
    111–144, 2022, doi: <a href="https://doi.org/10.1080/09638180.2020.1852095">10.1080/09638180.2020.1852095</a>.'
  mla: Blaufus, Kay, et al. “Tax Misperception and Its Effects on Decision Making
    - Literature Review and Behavioral Taxpayer Response Model.” <i>European Accounting
    Review</i>, vol. 31, no. 1, 2022, pp. 111–44, doi:<a href="https://doi.org/10.1080/09638180.2020.1852095">10.1080/09638180.2020.1852095</a>.
  short: K. Blaufus, M. Chirvi, H.-P. Huber, R. Maiterth, C. Sureth-Sloane, European
    Accounting Review 31 (2022) 111–144.
date_created: 2021-03-09T08:07:40Z
date_updated: 2026-04-09T07:35:06Z
department:
- _id: '187'
doi: 10.1080/09638180.2020.1852095
intvolume: '        31'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.tandfonline.com/doi/epdf/10.1080/09638180.2020.1852095?needAccess=true&role=button
oa: '1'
page: 111-144
publication: European Accounting Review
publication_status: published
quality_controlled: '1'
related_material:
  link:
  - relation: supplementary_material
    url: https://www.tandfonline.com/doi/suppl/10.1080/09638180.2020.1852095/suppl_file/rear_a_1852095_sm0954.pdf
status: public
title: Tax Misperception and Its Effects on Decision Making - Literature Review and
  Behavioral Taxpayer Response Model
type: journal_article
user_id: '96670'
volume: 31
year: '2022'
...
---
_id: '29049'
abstract:
- lang: eng
  text: "This study investigates the conditions under which tax rate changes accelerate
    risky investments.\r\nWhile tax rate increases are often expected to harm investment,
    analytical\r\nstudies find tax rate increases may foster investment under flexibility.We
    design a theorybased\r\nexperimentwith a binomial random walk and entry–exit flexibility.We
    find accelerated\r\ninvestment upon tax rate increases irrespective of an exit
    option, but no corresponding\r\nresponse to tax cuts. This asymmetry may be due
    to tax salience and mechanisms\r\nfrom irreversible choice under uncertainty.
    Given this evidence of unexpected tax-reform\r\neffects, tax policymakers should
    carefully consider behavioral aspects."
article_type: original
author:
- first_name: René
  full_name: Fahr, René
  last_name: Fahr
- first_name: Elmar A.
  full_name: Janssen, Elmar A.
  last_name: Janssen
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  id: '530'
  last_name: Sureth-Sloane
  orcid: ' 0000-0002-8183-5901'
citation:
  ama: Fahr R, Janssen EA, Sureth-Sloane C. Can Tax Rate Changes Accelerate Investment
    under Entry and Exit Flexibility? – Insights from an Economic Experiment. <i>FinanzArchiv
    / European Journal of Public Finance</i>. 2022;78(1-2):239-289.
  apa: Fahr, R., Janssen, E. A., &#38; Sureth-Sloane, C. (2022). Can Tax Rate Changes
    Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic
    Experiment. <i>FinanzArchiv / European Journal of Public Finance</i>, <i>78</i>(1–2),
    239–289.
  bibtex: '@article{Fahr_Janssen_Sureth-Sloane_2022, title={Can Tax Rate Changes Accelerate
    Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment},
    volume={78}, number={1–2}, journal={FinanzArchiv / European Journal of Public
    Finance}, author={Fahr, René and Janssen, Elmar A. and Sureth-Sloane, Caren},
    year={2022}, pages={239–289} }'
  chicago: 'Fahr, René, Elmar A. Janssen, and Caren Sureth-Sloane. “Can Tax Rate Changes
    Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic
    Experiment.” <i>FinanzArchiv / European Journal of Public Finance</i> 78, no.
    1–2 (2022): 239–89.'
  ieee: R. Fahr, E. A. Janssen, and C. Sureth-Sloane, “Can Tax Rate Changes Accelerate
    Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment,”
    <i>FinanzArchiv / European Journal of Public Finance</i>, vol. 78, no. 1–2, pp.
    239–289, 2022.
  mla: Fahr, René, et al. “Can Tax Rate Changes Accelerate Investment under Entry
    and Exit Flexibility? – Insights from an Economic Experiment.” <i>FinanzArchiv
    / European Journal of Public Finance</i>, vol. 78, no. 1–2, 2022, pp. 239–89.
  short: R. Fahr, E.A. Janssen, C. Sureth-Sloane, FinanzArchiv / European Journal
    of Public Finance 78 (2022) 239–289.
date_created: 2021-12-20T08:23:13Z
date_updated: 2026-04-09T07:25:41Z
department:
- _id: '187'
intvolume: '        78'
issue: 1-2
jel:
- H25
- H21
- C91
keyword:
- Economic ExperimentM
- Investment Decisions
- Tax Effects
- Timing Flexibility
- Uncertainty
language:
- iso: eng
page: 239-289
publication: FinanzArchiv / European Journal of Public Finance
publication_status: published
quality_controlled: '1'
status: public
title: Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility?
  – Insights from an Economic Experiment
type: journal_article
user_id: '96670'
volume: 78
year: '2022'
...
---
_id: '29048'
abstract:
- lang: eng
  text: "We study the bargaining behavior between auditor and auditee in a tax setting
    and scrutinize\r\nthe effect of interpersonal trust and trust in government on
    both parties’ concessions.\r\nWe find evidence that both kinds of trust affect
    the concessionary behavior, albeit\r\nin different ways. While trust in government
    affects concessionary behavior in line with\r\nintuitive predictions, we find
    that interpersonal trust only affects tax auditors. For high\r\ninterpersonal
    trust, the alleviating effect of high trust in government on tax auditors’\r\nconcessions
    is less pronounced. Our findings help tax authorities to shape programs to\r\nenhance
    compliance in an atmosphere of trust."
author:
- first_name: Eva
  full_name: Eberhartinger, Eva
  last_name: Eberhartinger
- first_name: Raffael
  full_name: Speitmann, Raffael
  last_name: Speitmann
- first_name: Caren
  full_name: Sureth-Sloane, Caren
  id: '530'
  last_name: Sureth-Sloane
  orcid: ' 0000-0002-8183-5901'
- first_name: Yuchen
  full_name: Wu, Yuchen
  last_name: Wu
citation:
  ama: Eberhartinger E, Speitmann R, Sureth-Sloane C, Wu Y. How Does Trust Affect
    Concessionary Behavior in Tax Bargaining? <i>FinanzArchiv / European Journal of
    Public Finance</i>. 2022;78(1-2):112-155.
  apa: Eberhartinger, E., Speitmann, R., Sureth-Sloane, C., &#38; Wu, Y. (2022). How
    Does Trust Affect Concessionary Behavior in Tax Bargaining? <i>FinanzArchiv /
    European Journal of Public Finance</i>, <i>78</i>(1–2), 112–155.
  bibtex: '@article{Eberhartinger_Speitmann_Sureth-Sloane_Wu_2022, title={How Does
    Trust Affect Concessionary Behavior in Tax Bargaining?}, volume={78}, number={1–2},
    journal={FinanzArchiv / European Journal of Public Finance}, author={Eberhartinger,
    Eva and Speitmann, Raffael and Sureth-Sloane, Caren and Wu, Yuchen}, year={2022},
    pages={112–155} }'
  chicago: 'Eberhartinger, Eva, Raffael Speitmann, Caren Sureth-Sloane, and Yuchen
    Wu. “How Does Trust Affect Concessionary Behavior in Tax Bargaining?” <i>FinanzArchiv
    / European Journal of Public Finance</i> 78, no. 1–2 (2022): 112–55.'
  ieee: E. Eberhartinger, R. Speitmann, C. Sureth-Sloane, and Y. Wu, “How Does Trust
    Affect Concessionary Behavior in Tax Bargaining?,” <i>FinanzArchiv / European
    Journal of Public Finance</i>, vol. 78, no. 1–2, pp. 112–155, 2022.
  mla: Eberhartinger, Eva, et al. “How Does Trust Affect Concessionary Behavior in
    Tax Bargaining?” <i>FinanzArchiv / European Journal of Public Finance</i>, vol.
    78, no. 1–2, 2022, pp. 112–55.
  short: E. Eberhartinger, R. Speitmann, C. Sureth-Sloane, Y. Wu, FinanzArchiv / European
    Journal of Public Finance 78 (2022) 112–155.
date_created: 2021-12-20T08:20:42Z
date_updated: 2026-04-09T07:26:00Z
department:
- _id: '187'
intvolume: '        78'
issue: 1-2
jel:
- C92
- M40
- H20
- H25
- H83
keyword:
- Behavioral Taxation
- Concessionary Behavior
- Interpersonal Trust
- Tax Audit
- Trust in Government
language:
- iso: eng
page: 112-155
publication: FinanzArchiv / European Journal of Public Finance
publication_status: published
quality_controlled: '1'
status: public
title: How Does Trust Affect Concessionary Behavior in Tax Bargaining?
type: journal_article
user_id: '96670'
volume: 78
year: '2022'
...
---
_id: '33914'
abstract:
- lang: eng
  text: Workshops on business model generation lead to collaborative work phases and
    discussions on business models. Therefore, tools such as the Business Model Canvas
    are used, typically filled with sticky notes. Generated content needs to be digitized
    in a time-consuming manual follow-up as part of the documentation and basis for
    a further use of the results in the company. In addition, there are challenges,
    such as decentralized work and digital workshop formats. Augmented Reality offers
    a way to reduce the digitization effort and enables decentralized work. In this
    research, the potentials of the use of AR technology in workshops on business
    model generation is investigated. Therefore, functions are implemented and evaluated
    in a demonstrator that reduces digitization effort and enable distributed work.
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Benedikt
  full_name: Grewe, Benedikt
  id: '52359'
  last_name: Grewe
- first_name: Hendrik
  full_name: Kramer, Hendrik
  last_name: Kramer
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
citation:
  ama: 'Gräßler I, Grewe B, Kramer H, Pottebaum J. Supporting Business Model Generation
    with Augmented Reality. In: <i>LUT Scientific and Expertise Publications</i>.
    ; 2022.'
  apa: Gräßler, I., Grewe, B., Kramer, H., &#38; Pottebaum, J. (2022). Supporting
    Business Model Generation with Augmented Reality. <i>LUT Scientific and Expertise
    Publications</i>. 33. ISPIM Innovation Conference “Innovating in a Digital World,”
    Copenhagen.
  bibtex: '@inproceedings{Gräßler_Grewe_Kramer_Pottebaum_2022, place={Manchester},
    title={Supporting Business Model Generation with Augmented Reality}, booktitle={LUT
    Scientific and Expertise Publications}, author={Gräßler, Iris and Grewe, Benedikt
    and Kramer, Hendrik and Pottebaum, Jens}, year={2022} }'
  chicago: Gräßler, Iris, Benedikt Grewe, Hendrik Kramer, and Jens Pottebaum. “Supporting
    Business Model Generation with Augmented Reality.” In <i>LUT Scientific and Expertise
    Publications</i>. Manchester, 2022.
  ieee: I. Gräßler, B. Grewe, H. Kramer, and J. Pottebaum, “Supporting Business Model
    Generation with Augmented Reality,” presented at the 33. ISPIM Innovation Conference
    “Innovating in a Digital World,” Copenhagen, 2022.
  mla: Gräßler, Iris, et al. “Supporting Business Model Generation with Augmented
    Reality.” <i>LUT Scientific and Expertise Publications</i>, 2022.
  short: 'I. Gräßler, B. Grewe, H. Kramer, J. Pottebaum, in: LUT Scientific and Expertise
    Publications, Manchester, 2022.'
conference:
  end_date: 2022-06-08
  location: Copenhagen
  name: 33. ISPIM Innovation Conference "Innovating in a Digital World"
  start_date: 2022-06-05
date_created: 2022-10-27T13:20:22Z
date_updated: 2026-04-13T07:59:12Z
ddc:
- '620'
department:
- _id: '152'
has_accepted_license: '1'
keyword:
- business model generation
- augmented reality
- workshop
- collaborative work
- digitization
- AR-supported workshop concept
- immersive technologies
- decentralized work
- business model canvas
language:
- iso: eng
place: Manchester
publication: LUT Scientific and Expertise Publications
publication_identifier:
  unknown:
  - 978-952-335-694-8
publication_status: published
quality_controlled: '1'
status: public
title: Supporting Business Model Generation with Augmented Reality
type: conference
user_id: '5905'
year: '2022'
...
---
_id: '57993'
author:
- first_name: Greta
  full_name: Sonström, Greta
  last_name: Sonström
- first_name: Ricardo
  full_name: Louçäo, Ricardo
  last_name: Louçäo
- first_name: Elisa
  full_name: Kallioniemi, Elisa
  last_name: Kallioniemi
- first_name: Petro
  full_name: Julkunen, Petro
  last_name: Julkunen
- first_name: Charlotte
  full_name: Nettekoven, Charlotte
  last_name: Nettekoven
- first_name: Julia
  full_name: Pieczewski, Julia
  last_name: Pieczewski
- first_name: Volker
  full_name: Neuschmelting, Volker
  last_name: Neuschmelting
- first_name: Christian
  full_name: Grefkes, Christian
  last_name: Grefkes
- first_name: Roland
  full_name: Goldbrunner, Roland
  last_name: Goldbrunner
- first_name: Kristina
  full_name: Jonas, Kristina
  id: '94540'
  last_name: Jonas
  orcid: 0000-0002-1067-9139
- first_name: Carolin
  full_name: Weiß-Lucas, Carolin
  last_name: Weiß-Lucas
citation:
  ama: 'Sonström G, Louçäo R, Kallioniemi E, et al. Remote effects of paired-pulse
    TMS reflect language network connectivity: German Medical Science GMS Publishing
    House. In: <i>73. Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC),
    Joint Meeting Mit Der Griechischen Gesellschaft Für Neurochirurgie</i>. ; 2022.
    doi:<a href="https://doi.org/10.3205/22DGNC073">10.3205/22DGNC073</a>'
  apa: 'Sonström, G., Louçäo, R., Kallioniemi, E., Julkunen, P., Nettekoven, C., Pieczewski,
    J., Neuschmelting, V., Grefkes, C., Goldbrunner, R., Jonas, K., &#38; Weiß-Lucas,
    C. (2022). Remote effects of paired-pulse TMS reflect language network connectivity:
    German Medical Science GMS Publishing House. <i>73. Jahrestagung Der Deutschen
    Gesellschaft Für Neurochirurgie (DGNC), Joint Meeting Mit Der Griechischen Gesellschaft
    Für Neurochirurgie</i>. <a href="https://doi.org/10.3205/22DGNC073">https://doi.org/10.3205/22DGNC073</a>'
  bibtex: '@inproceedings{Sonström_Louçäo_Kallioniemi_Julkunen_Nettekoven_Pieczewski_Neuschmelting_Grefkes_Goldbrunner_Jonas_et
    al._2022, title={Remote effects of paired-pulse TMS reflect language network connectivity:
    German Medical Science GMS Publishing House}, DOI={<a href="https://doi.org/10.3205/22DGNC073">10.3205/22DGNC073</a>},
    booktitle={73. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC),
    Joint Meeting mit der Griechischen Gesellschaft für Neurochirurgie}, author={Sonström,
    Greta and Louçäo, Ricardo and Kallioniemi, Elisa and Julkunen, Petro and Nettekoven,
    Charlotte and Pieczewski, Julia and Neuschmelting, Volker and Grefkes, Christian
    and Goldbrunner, Roland and Jonas, Kristina and et al.}, year={2022} }'
  chicago: 'Sonström, Greta, Ricardo Louçäo, Elisa Kallioniemi, Petro Julkunen, Charlotte
    Nettekoven, Julia Pieczewski, Volker Neuschmelting, et al. “Remote Effects of
    Paired-Pulse TMS Reflect Language Network Connectivity: German Medical Science
    GMS Publishing House.” In <i>73. Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie
    (DGNC), Joint Meeting Mit Der Griechischen Gesellschaft Für Neurochirurgie</i>,
    2022. <a href="https://doi.org/10.3205/22DGNC073">https://doi.org/10.3205/22DGNC073</a>.'
  ieee: 'G. Sonström <i>et al.</i>, “Remote effects of paired-pulse TMS reflect language
    network connectivity: German Medical Science GMS Publishing House,” 2022, doi:
    <a href="https://doi.org/10.3205/22DGNC073">10.3205/22DGNC073</a>.'
  mla: 'Sonström, Greta, et al. “Remote Effects of Paired-Pulse TMS Reflect Language
    Network Connectivity: German Medical Science GMS Publishing House.” <i>73. Jahrestagung
    Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), Joint Meeting Mit Der Griechischen
    Gesellschaft Für Neurochirurgie</i>, 2022, doi:<a href="https://doi.org/10.3205/22DGNC073">10.3205/22DGNC073</a>.'
  short: 'G. Sonström, R. Louçäo, E. Kallioniemi, P. Julkunen, C. Nettekoven, J. Pieczewski,
    V. Neuschmelting, C. Grefkes, R. Goldbrunner, K. Jonas, C. Weiß-Lucas, in: 73.
    Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), Joint Meeting
    Mit Der Griechischen Gesellschaft Für Neurochirurgie, 2022.'
date_created: 2025-01-06T12:11:47Z
date_updated: 2026-04-13T10:55:17Z
doi: 10.3205/22DGNC073
keyword:
- Medicine and health
language:
- iso: eng
publication: 73. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC),
  Joint Meeting mit der Griechischen Gesellschaft für Neurochirurgie
status: public
title: 'Remote effects of paired-pulse TMS reflect language network connectivity:
  German Medical Science GMS Publishing House'
type: conference_abstract
user_id: '61071'
year: '2022'
...
---
_id: '58046'
author:
- first_name: Carolin
  full_name: Weiß-Lucas, Carolin
  last_name: Weiß-Lucas
- first_name: Luisa
  full_name: Dechange, Luisa
  last_name: Dechange
- first_name: Johanna
  full_name: Jost, Johanna
  last_name: Jost
- first_name: Kristina
  full_name: Jonas, Kristina
  id: '94540'
  last_name: Jonas
  orcid: 0000-0002-1067-9139
- first_name: Dorothee
  full_name: Wiewrodt, Dorothee
  last_name: Wiewrodt
- first_name: Roland
  full_name: Goldbrunner, Roland
  last_name: Goldbrunner
citation:
  ama: 'Weiß-Lucas C, Dechange L, Jost J, Jonas K, Wiewrodt D, Goldbrunner R. Readiness
    of patients with malignant brain tumours for video-based online visits and medical
    assessments: German Medical Science GMS Publishing House. In: <i>73. Jahrestagung
    Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), Joint Meeting Mit Der Griechischen
    Gesellschaft Für Neurochirurgie</i>. ; 2022. doi:<a href="https://doi.org/10.3205/22DGNC531">10.3205/22DGNC531</a>'
  apa: 'Weiß-Lucas, C., Dechange, L., Jost, J., Jonas, K., Wiewrodt, D., &#38; Goldbrunner,
    R. (2022). Readiness of patients with malignant brain tumours for video-based
    online visits and medical assessments: German Medical Science GMS Publishing House.
    <i>73. Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), Joint
    Meeting Mit Der Griechischen Gesellschaft Für Neurochirurgie</i>. <a href="https://doi.org/10.3205/22DGNC531">https://doi.org/10.3205/22DGNC531</a>'
  bibtex: '@inproceedings{Weiß-Lucas_Dechange_Jost_Jonas_Wiewrodt_Goldbrunner_2022,
    title={Readiness of patients with malignant brain tumours for video-based online
    visits and medical assessments: German Medical Science GMS Publishing House},
    DOI={<a href="https://doi.org/10.3205/22DGNC531">10.3205/22DGNC531</a>}, booktitle={73.
    Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC), Joint Meeting
    mit der Griechischen Gesellschaft für Neurochirurgie}, author={Weiß-Lucas, Carolin
    and Dechange, Luisa and Jost, Johanna and Jonas, Kristina and Wiewrodt, Dorothee
    and Goldbrunner, Roland}, year={2022} }'
  chicago: 'Weiß-Lucas, Carolin, Luisa Dechange, Johanna Jost, Kristina Jonas, Dorothee
    Wiewrodt, and Roland Goldbrunner. “Readiness of Patients with Malignant Brain
    Tumours for Video-Based Online Visits and Medical Assessments: German Medical
    Science GMS Publishing House.” In <i>73. Jahrestagung Der Deutschen Gesellschaft
    Für Neurochirurgie (DGNC), Joint Meeting Mit Der Griechischen Gesellschaft Für
    Neurochirurgie</i>, 2022. <a href="https://doi.org/10.3205/22DGNC531">https://doi.org/10.3205/22DGNC531</a>.'
  ieee: 'C. Weiß-Lucas, L. Dechange, J. Jost, K. Jonas, D. Wiewrodt, and R. Goldbrunner,
    “Readiness of patients with malignant brain tumours for video-based online visits
    and medical assessments: German Medical Science GMS Publishing House,” 2022, doi:
    <a href="https://doi.org/10.3205/22DGNC531">10.3205/22DGNC531</a>.'
  mla: 'Weiß-Lucas, Carolin, et al. “Readiness of Patients with Malignant Brain Tumours
    for Video-Based Online Visits and Medical Assessments: German Medical Science
    GMS Publishing House.” <i>73. Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie
    (DGNC), Joint Meeting Mit Der Griechischen Gesellschaft Für Neurochirurgie</i>,
    2022, doi:<a href="https://doi.org/10.3205/22DGNC531">10.3205/22DGNC531</a>.'
  short: 'C. Weiß-Lucas, L. Dechange, J. Jost, K. Jonas, D. Wiewrodt, R. Goldbrunner,
    in: 73. Jahrestagung Der Deutschen Gesellschaft Für Neurochirurgie (DGNC), Joint
    Meeting Mit Der Griechischen Gesellschaft Für Neurochirurgie, 2022.'
date_created: 2025-01-06T12:11:54Z
date_updated: 2026-04-13T10:56:48Z
doi: 10.3205/22DGNC531
keyword:
- Medicine and health
language:
- iso: eng
publication: 73. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC),
  Joint Meeting mit der Griechischen Gesellschaft für Neurochirurgie
status: public
title: 'Readiness of patients with malignant brain tumours for video-based online
  visits and medical assessments: German Medical Science GMS Publishing House'
type: conference_abstract
user_id: '61071'
year: '2022'
...
---
_id: '24721'
author:
- first_name: Abdullah
  full_name: Fathi Ahmed, Abdullah
  last_name: Fathi Ahmed
- first_name: Mohamed
  full_name: Ahmed Sherif, Mohamed
  last_name: Ahmed Sherif
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: Fathi Ahmed A, Ahmed Sherif M, Moussallem D, Ngonga Ngomo A-C. Multilingual
    Verbalization and Summarization for Explainable Link Discovery. <i>Data Knowl
    Eng</i>. 2021;133:101874. doi:<a href="https://doi.org/10.1016/j.datak.2021.101874">10.1016/j.datak.2021.101874</a>
  apa: Fathi Ahmed, A., Ahmed Sherif, M., Moussallem, D., &#38; Ngonga Ngomo, A.-C.
    (2021). Multilingual Verbalization and Summarization for Explainable Link Discovery.
    <i>Data Knowl. Eng.</i>, <i>133</i>, 101874. <a href="https://doi.org/10.1016/j.datak.2021.101874">https://doi.org/10.1016/j.datak.2021.101874</a>
  bibtex: '@article{Fathi Ahmed_Ahmed Sherif_Moussallem_Ngonga Ngomo_2021, title={Multilingual
    Verbalization and Summarization for Explainable Link Discovery}, volume={133},
    DOI={<a href="https://doi.org/10.1016/j.datak.2021.101874">10.1016/j.datak.2021.101874</a>},
    journal={Data Knowl. Eng.}, author={Fathi Ahmed, Abdullah and Ahmed Sherif, Mohamed
    and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={101874}
    }'
  chicago: 'Fathi Ahmed, Abdullah, Mohamed Ahmed Sherif, Diego Moussallem, and Axel-Cyrille
    Ngonga Ngomo. “Multilingual Verbalization and Summarization for Explainable Link
    Discovery.” <i>Data Knowl. Eng.</i> 133 (2021): 101874. <a href="https://doi.org/10.1016/j.datak.2021.101874">https://doi.org/10.1016/j.datak.2021.101874</a>.'
  ieee: 'A. Fathi Ahmed, M. Ahmed Sherif, D. Moussallem, and A.-C. Ngonga Ngomo, “Multilingual
    Verbalization and Summarization for Explainable Link Discovery,” <i>Data Knowl.
    Eng.</i>, vol. 133, p. 101874, 2021, doi: <a href="https://doi.org/10.1016/j.datak.2021.101874">10.1016/j.datak.2021.101874</a>.'
  mla: Fathi Ahmed, Abdullah, et al. “Multilingual Verbalization and Summarization
    for Explainable Link Discovery.” <i>Data Knowl. Eng.</i>, vol. 133, 2021, p. 101874,
    doi:<a href="https://doi.org/10.1016/j.datak.2021.101874">10.1016/j.datak.2021.101874</a>.
  short: A. Fathi Ahmed, M. Ahmed Sherif, D. Moussallem, A.-C. Ngonga Ngomo, Data
    Knowl. Eng. 133 (2021) 101874.
date_created: 2021-09-20T13:04:11Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1016/j.datak.2021.101874
intvolume: '       133'
language:
- iso: eng
page: '101874'
publication: Data Knowl. Eng.
status: public
title: Multilingual Verbalization and Summarization for Explainable Link Discovery
type: journal_article
user_id: '65716'
volume: 133
year: '2021'
...
---
_id: '24722'
author:
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Philip
  full_name: Frerk, Philip
  last_name: Frerk
- first_name: Felix
  full_name: Conrads, Felix
  last_name: Conrads
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Röder M, Frerk P, Conrads F, Ngonga Ngomo A-C. Applying Grammar-Based Compression
    to RDF. In: Verborgh R, Hose K, Paulheim H, et al., eds. <i>The Semantic Web -
    18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings</i>.
    Vol 12731. Lecture Notes in Computer Science. Springer; 2021:93-108. doi:<a href="https://doi.org/10.1007/978-3-030-77385-4\_6">10.1007/978-3-030-77385-4\_6</a>'
  apa: Röder, M., Frerk, P., Conrads, F., &#38; Ngonga Ngomo, A.-C. (2021). Applying
    Grammar-Based Compression to RDF. In R. Verborgh, K. Hose, H. Paulheim, P.-A.
    Champin, M. Maleshkova, O. Corcho, P. Ristoski, &#38; M. Alam (Eds.), <i>The Semantic
    Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021,
    Proceedings</i> (Vol. 12731, pp. 93–108). Springer. <a href="https://doi.org/10.1007/978-3-030-77385-4\_6">https://doi.org/10.1007/978-3-030-77385-4\_6</a>
  bibtex: '@inproceedings{Röder_Frerk_Conrads_Ngonga Ngomo_2021, series={Lecture Notes
    in Computer Science}, title={Applying Grammar-Based Compression to RDF}, volume={12731},
    DOI={<a href="https://doi.org/10.1007/978-3-030-77385-4\_6">10.1007/978-3-030-77385-4\_6</a>},
    booktitle={The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual
    Event, June 6-10, 2021, Proceedings}, publisher={Springer}, author={Röder, Michael
    and Frerk, Philip and Conrads, Felix and Ngonga Ngomo, Axel-Cyrille}, editor={Verborgh,
    Ruben and Hose, Katja and Paulheim, Heiko and Champin, Pierre-Antoine and Maleshkova,
    Maria and Corcho, Oscar and Ristoski, Petar and Alam, Mehwish}, year={2021}, pages={93–108},
    collection={Lecture Notes in Computer Science} }'
  chicago: Röder, Michael, Philip Frerk, Felix Conrads, and Axel-Cyrille Ngonga Ngomo.
    “Applying Grammar-Based Compression to RDF.” In <i>The Semantic Web - 18th International
    Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings</i>, edited
    by Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova,
    Oscar Corcho, Petar Ristoski, and Mehwish Alam, 12731:93–108. Lecture Notes in
    Computer Science. Springer, 2021. <a href="https://doi.org/10.1007/978-3-030-77385-4\_6">https://doi.org/10.1007/978-3-030-77385-4\_6</a>.
  ieee: 'M. Röder, P. Frerk, F. Conrads, and A.-C. Ngonga Ngomo, “Applying Grammar-Based
    Compression to RDF,” in <i>The Semantic Web - 18th International Conference, {ESWC}
    2021, Virtual Event, June 6-10, 2021, Proceedings</i>, 2021, vol. 12731, pp. 93–108,
    doi: <a href="https://doi.org/10.1007/978-3-030-77385-4\_6">10.1007/978-3-030-77385-4\_6</a>.'
  mla: Röder, Michael, et al. “Applying Grammar-Based Compression to RDF.” <i>The
    Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June
    6-10, 2021, Proceedings</i>, edited by Ruben Verborgh et al., vol. 12731, Springer,
    2021, pp. 93–108, doi:<a href="https://doi.org/10.1007/978-3-030-77385-4\_6">10.1007/978-3-030-77385-4\_6</a>.
  short: 'M. Röder, P. Frerk, F. Conrads, A.-C. Ngonga Ngomo, in: R. Verborgh, K.
    Hose, H. Paulheim, P.-A. Champin, M. Maleshkova, O. Corcho, P. Ristoski, M. Alam
    (Eds.), The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual
    Event, June 6-10, 2021, Proceedings, Springer, 2021, pp. 93–108.'
date_created: 2021-09-20T13:07:40Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1007/978-3-030-77385-4\_6
editor:
- first_name: Ruben
  full_name: Verborgh, Ruben
  last_name: Verborgh
- first_name: Katja
  full_name: Hose, Katja
  last_name: Hose
- first_name: Heiko
  full_name: Paulheim, Heiko
  last_name: Paulheim
- first_name: Pierre-Antoine
  full_name: Champin, Pierre-Antoine
  last_name: Champin
- first_name: Maria
  full_name: Maleshkova, Maria
  last_name: Maleshkova
- first_name: Oscar
  full_name: Corcho, Oscar
  last_name: Corcho
- first_name: Petar
  full_name: Ristoski, Petar
  last_name: Ristoski
- first_name: Mehwish
  full_name: Alam, Mehwish
  last_name: Alam
intvolume: '     12731'
language:
- iso: eng
page: 93-108
publication: The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual
  Event, June 6-10, 2021, Proceedings
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Applying Grammar-Based Compression to RDF
type: conference
user_id: '65716'
volume: 12731
year: '2021'
...
---
_id: '24723'
author:
- first_name: Manzoor
  full_name: Ali, Manzoor
  last_name: Ali
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Ali M, Saleem M, Ngonga Ngomo A-C. Unsupervised Relation Extraction Using
    Sentence Encoding. In: Verborgh R, Dimou A, Hogan A, et al., eds. <i>The Semantic
    Web: {ESWC} 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected
    Papers</i>. Vol 12739. Lecture Notes in Computer Science. Springer; 2021:136-140.
    doi:<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>'
  apa: 'Ali, M., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2021). Unsupervised Relation
    Extraction Using Sentence Encoding. In R. Verborgh, A. Dimou, A. Hogan, C. d’Amato,
    I. Tiddi, A. Br{\"{o}}ring, S. Maier, F. Ongenae, R. Tommasini, &#38; M. Alam
    (Eds.), <i>The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers</i> (Vol. 12739, pp. 136–140). Springer. <a
    href="https://doi.org/10.1007/978-3-030-80418-3\_25">https://doi.org/10.1007/978-3-030-80418-3\_25</a>'
  bibtex: '@inproceedings{Ali_Saleem_Ngonga Ngomo_2021, series={Lecture Notes in Computer
    Science}, title={Unsupervised Relation Extraction Using Sentence Encoding}, volume={12739},
    DOI={<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>},
    booktitle={The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers}, publisher={Springer}, author={Ali, Manzoor
    and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, editor={Verborgh, Ruben
    and Dimou, Anastasia and Hogan, Aidan and d’Amato, Claudia and Tiddi, Ilaria and
    Br{\"{o}}ring, Arne and Maier, Simon and Ongenae, Femke and Tommasini, Riccardo
    and Alam, Mehwish}, year={2021}, pages={136–140}, collection={Lecture Notes in
    Computer Science} }'
  chicago: 'Ali, Manzoor, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “Unsupervised
    Relation Extraction Using Sentence Encoding.” In <i>The Semantic Web: {ESWC} 2021
    Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers</i>,
    edited by Ruben Verborgh, Anastasia Dimou, Aidan Hogan, Claudia d’Amato, Ilaria
    Tiddi, Arne Br{\"{o}}ring, Simon Maier, Femke Ongenae, Riccardo Tommasini, and
    Mehwish Alam, 12739:136–40. Lecture Notes in Computer Science. Springer, 2021.
    <a href="https://doi.org/10.1007/978-3-030-80418-3\_25">https://doi.org/10.1007/978-3-030-80418-3\_25</a>.'
  ieee: 'M. Ali, M. Saleem, and A.-C. Ngonga Ngomo, “Unsupervised Relation Extraction
    Using Sentence Encoding,” in <i>The Semantic Web: {ESWC} 2021 Satellite Events
    - Virtual Event, June 6-10, 2021, Revised Selected Papers</i>, 2021, vol. 12739,
    pp. 136–140, doi: <a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>.'
  mla: 'Ali, Manzoor, et al. “Unsupervised Relation Extraction Using Sentence Encoding.”
    <i>The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June 6-10,
    2021, Revised Selected Papers</i>, edited by Ruben Verborgh et al., vol. 12739,
    Springer, 2021, pp. 136–40, doi:<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>.'
  short: 'M. Ali, M. Saleem, A.-C. Ngonga Ngomo, in: R. Verborgh, A. Dimou, A. Hogan,
    C. d’Amato, I. Tiddi, A. Br{\"{o}}ring, S. Maier, F. Ongenae, R. Tommasini, M.
    Alam (Eds.), The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers, Springer, 2021, pp. 136–140.'
date_created: 2021-09-20T13:12:07Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1007/978-3-030-80418-3\_25
editor:
- first_name: Ruben
  full_name: Verborgh, Ruben
  last_name: Verborgh
- first_name: Anastasia
  full_name: Dimou, Anastasia
  last_name: Dimou
- first_name: Aidan
  full_name: Hogan, Aidan
  last_name: Hogan
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Ilaria
  full_name: Tiddi, Ilaria
  last_name: Tiddi
- first_name: Arne
  full_name: Br{\"{o}}ring, Arne
  last_name: Br{\"{o}}ring
- first_name: Simon
  full_name: Maier, Simon
  last_name: Maier
- first_name: Femke
  full_name: Ongenae, Femke
  last_name: Ongenae
- first_name: Riccardo
  full_name: Tommasini, Riccardo
  last_name: Tommasini
- first_name: Mehwish
  full_name: Alam, Mehwish
  last_name: Alam
intvolume: '     12739'
language:
- iso: eng
page: 136-140
publication: 'The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
  6-10, 2021, Revised Selected Papers'
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Unsupervised Relation Extraction Using Sentence Encoding
type: conference
user_id: '65716'
volume: 12739
year: '2021'
...
---
_id: '24724'
author:
- first_name: Manzoor
  full_name: Ali, Manzoor
  last_name: Ali
- first_name: Muhammad
  full_name: Saleem, Muhammad
  last_name: Saleem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Ali M, Saleem M, Ngonga Ngomo A-C. Unsupervised Relation Extraction Using
    Sentence Encoding. In: Verborgh R, Dimou A, Hogan A, et al., eds. <i>The Semantic
    Web: {ESWC} 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected
    Papers</i>. Vol 12739. Lecture Notes in Computer Science. Springer; 2021:136-140.
    doi:<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>'
  apa: 'Ali, M., Saleem, M., &#38; Ngonga Ngomo, A.-C. (2021). Unsupervised Relation
    Extraction Using Sentence Encoding. In R. Verborgh, A. Dimou, A. Hogan, C. d’Amato,
    I. Tiddi, A. Br{\"{o}}ring, S. Maier, F. Ongenae, R. Tommasini, &#38; M. Alam
    (Eds.), <i>The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers</i> (Vol. 12739, pp. 136–140). Springer. <a
    href="https://doi.org/10.1007/978-3-030-80418-3\_25">https://doi.org/10.1007/978-3-030-80418-3\_25</a>'
  bibtex: '@inproceedings{Ali_Saleem_Ngonga Ngomo_2021, series={Lecture Notes in Computer
    Science}, title={Unsupervised Relation Extraction Using Sentence Encoding}, volume={12739},
    DOI={<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>},
    booktitle={The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers}, publisher={Springer}, author={Ali, Manzoor
    and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, editor={Verborgh, Ruben
    and Dimou, Anastasia and Hogan, Aidan and d’Amato, Claudia and Tiddi, Ilaria and
    Br{\"{o}}ring, Arne and Maier, Simon and Ongenae, Femke and Tommasini, Riccardo
    and Alam, Mehwish}, year={2021}, pages={136–140}, collection={Lecture Notes in
    Computer Science} }'
  chicago: 'Ali, Manzoor, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo. “Unsupervised
    Relation Extraction Using Sentence Encoding.” In <i>The Semantic Web: {ESWC} 2021
    Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers</i>,
    edited by Ruben Verborgh, Anastasia Dimou, Aidan Hogan, Claudia d’Amato, Ilaria
    Tiddi, Arne Br{\"{o}}ring, Simon Maier, Femke Ongenae, Riccardo Tommasini, and
    Mehwish Alam, 12739:136–40. Lecture Notes in Computer Science. Springer, 2021.
    <a href="https://doi.org/10.1007/978-3-030-80418-3\_25">https://doi.org/10.1007/978-3-030-80418-3\_25</a>.'
  ieee: 'M. Ali, M. Saleem, and A.-C. Ngonga Ngomo, “Unsupervised Relation Extraction
    Using Sentence Encoding,” in <i>The Semantic Web: {ESWC} 2021 Satellite Events
    - Virtual Event, June 6-10, 2021, Revised Selected Papers</i>, 2021, vol. 12739,
    pp. 136–140, doi: <a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>.'
  mla: 'Ali, Manzoor, et al. “Unsupervised Relation Extraction Using Sentence Encoding.”
    <i>The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June 6-10,
    2021, Revised Selected Papers</i>, edited by Ruben Verborgh et al., vol. 12739,
    Springer, 2021, pp. 136–40, doi:<a href="https://doi.org/10.1007/978-3-030-80418-3\_25">10.1007/978-3-030-80418-3\_25</a>.'
  short: 'M. Ali, M. Saleem, A.-C. Ngonga Ngomo, in: R. Verborgh, A. Dimou, A. Hogan,
    C. d’Amato, I. Tiddi, A. Br{\"{o}}ring, S. Maier, F. Ongenae, R. Tommasini, M.
    Alam (Eds.), The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
    6-10, 2021, Revised Selected Papers, Springer, 2021, pp. 136–140.'
date_created: 2021-09-20T13:13:12Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1007/978-3-030-80418-3\_25
editor:
- first_name: Ruben
  full_name: Verborgh, Ruben
  last_name: Verborgh
- first_name: Anastasia
  full_name: Dimou, Anastasia
  last_name: Dimou
- first_name: Aidan
  full_name: Hogan, Aidan
  last_name: Hogan
- first_name: Claudia
  full_name: d'Amato, Claudia
  last_name: d'Amato
- first_name: Ilaria
  full_name: Tiddi, Ilaria
  last_name: Tiddi
- first_name: Arne
  full_name: Br{\"{o}}ring, Arne
  last_name: Br{\"{o}}ring
- first_name: Simon
  full_name: Maier, Simon
  last_name: Maier
- first_name: Femke
  full_name: Ongenae, Femke
  last_name: Ongenae
- first_name: Riccardo
  full_name: Tommasini, Riccardo
  last_name: Tommasini
- first_name: Mehwish
  full_name: Alam, Mehwish
  last_name: Alam
intvolume: '     12739'
language:
- iso: eng
page: 136-140
publication: 'The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
  6-10, 2021, Revised Selected Papers'
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Unsupervised Relation Extraction Using Sentence Encoding
type: conference
user_id: '65716'
volume: 12739
year: '2021'
...
---
_id: '24725'
author:
- first_name: Moemmur
  full_name: Shahzad, Moemmur
  last_name: Shahzad
- first_name: Ayesha
  full_name: Amin, Ayesha
  last_name: Amin
- first_name: Diego
  full_name: Esteves, Diego
  last_name: Esteves
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Shahzad M, Amin A, Esteves D, Ngonga Ngomo A-C. InferNER: an attentive model
    leveraging the sentence-level information for Named Entity Recognition in Microblogs.
    In: Bell E, Keshtkar F, eds. <i>Proceedings of the Thirty-Fourth International
    Florida Artificial Intelligence Research Society Conference, North Miami Beach,
    Florida, USA, May 17-19, 2021</i>. ; 2021. doi:<a href="https://doi.org/10.32473/flairs.v34i1.128538">10.32473/flairs.v34i1.128538</a>'
  apa: 'Shahzad, M., Amin, A., Esteves, D., &#38; Ngonga Ngomo, A.-C. (2021). InferNER:
    an attentive model leveraging the sentence-level information for Named Entity
    Recognition in Microblogs. In E. Bell &#38; F. Keshtkar (Eds.), <i>Proceedings
    of the Thirty-Fourth International Florida Artificial Intelligence Research Society
    Conference, North Miami Beach, Florida, USA, May 17-19, 2021</i>. <a href="https://doi.org/10.32473/flairs.v34i1.128538">https://doi.org/10.32473/flairs.v34i1.128538</a>'
  bibtex: '@inproceedings{Shahzad_Amin_Esteves_Ngonga Ngomo_2021, title={InferNER:
    an attentive model leveraging the sentence-level information for Named Entity
    Recognition in Microblogs}, DOI={<a href="https://doi.org/10.32473/flairs.v34i1.128538">10.32473/flairs.v34i1.128538</a>},
    booktitle={Proceedings of the Thirty-Fourth International Florida Artificial Intelligence
    Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021},
    author={Shahzad, Moemmur and Amin, Ayesha and Esteves, Diego and Ngonga Ngomo,
    Axel-Cyrille}, editor={Bell, Eric and Keshtkar, Fazel}, year={2021} }'
  chicago: 'Shahzad, Moemmur, Ayesha Amin, Diego Esteves, and Axel-Cyrille Ngonga
    Ngomo. “InferNER: An Attentive Model Leveraging the Sentence-Level Information
    for Named Entity Recognition in Microblogs.” In <i>Proceedings of the Thirty-Fourth
    International Florida Artificial Intelligence Research Society Conference, North
    Miami Beach, Florida, USA, May 17-19, 2021</i>, edited by Eric Bell and Fazel
    Keshtkar, 2021. <a href="https://doi.org/10.32473/flairs.v34i1.128538">https://doi.org/10.32473/flairs.v34i1.128538</a>.'
  ieee: 'M. Shahzad, A. Amin, D. Esteves, and A.-C. Ngonga Ngomo, “InferNER: an attentive
    model leveraging the sentence-level information for Named Entity Recognition in
    Microblogs,” in <i>Proceedings of the Thirty-Fourth International Florida Artificial
    Intelligence Research Society Conference, North Miami Beach, Florida, USA, May
    17-19, 2021</i>, 2021, doi: <a href="https://doi.org/10.32473/flairs.v34i1.128538">10.32473/flairs.v34i1.128538</a>.'
  mla: 'Shahzad, Moemmur, et al. “InferNER: An Attentive Model Leveraging the Sentence-Level
    Information for Named Entity Recognition in Microblogs.” <i>Proceedings of the
    Thirty-Fourth International Florida Artificial Intelligence Research Society Conference,
    North Miami Beach, Florida, USA, May 17-19, 2021</i>, edited by Eric Bell and
    Fazel Keshtkar, 2021, doi:<a href="https://doi.org/10.32473/flairs.v34i1.128538">10.32473/flairs.v34i1.128538</a>.'
  short: 'M. Shahzad, A. Amin, D. Esteves, A.-C. Ngonga Ngomo, in: E. Bell, F. Keshtkar
    (Eds.), Proceedings of the Thirty-Fourth International Florida Artificial Intelligence
    Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021,
    2021.'
date_created: 2021-09-20T13:13:49Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.32473/flairs.v34i1.128538
editor:
- first_name: Eric
  full_name: Bell, Eric
  last_name: Bell
- first_name: Fazel
  full_name: Keshtkar, Fazel
  last_name: Keshtkar
language:
- iso: eng
publication: Proceedings of the Thirty-Fourth International Florida Artificial Intelligence
  Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021
status: public
title: 'InferNER: an attentive model leveraging the sentence-level information for
  Named Entity Recognition in Microblogs'
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24726'
author:
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Pham
  full_name: Thuy Sy Nguyen, Pham
  last_name: Thuy Sy Nguyen
- first_name: Felix
  full_name: Conrads, Felix
  last_name: Conrads
- first_name: Ana
  full_name: Alexandra Morim da Silva, Ana
  last_name: Alexandra Morim da Silva
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Röder M, Thuy Sy Nguyen P, Conrads F, Alexandra Morim da Silva A, Ngonga Ngomo
    A-C. Lemming - Example-based Mimicking of Knowledge Graphs. In: <i>15th {IEEE}
    International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA,
    USA, January 27-29, 2021</i>. {IEEE}; 2021:62-69. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00015">10.1109/ICSC50631.2021.00015</a>'
  apa: Röder, M., Thuy Sy Nguyen, P., Conrads, F., Alexandra Morim da Silva, A., &#38;
    Ngonga Ngomo, A.-C. (2021). Lemming - Example-based Mimicking of Knowledge Graphs.
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, 62–69. <a href="https://doi.org/10.1109/ICSC50631.2021.00015">https://doi.org/10.1109/ICSC50631.2021.00015</a>
  bibtex: '@inproceedings{Röder_Thuy Sy Nguyen_Conrads_Alexandra Morim da Silva_Ngonga
    Ngomo_2021, title={Lemming - Example-based Mimicking of Knowledge Graphs}, DOI={<a
    href="https://doi.org/10.1109/ICSC50631.2021.00015">10.1109/ICSC50631.2021.00015</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Röder,
    Michael and Thuy Sy Nguyen, Pham and Conrads, Felix and Alexandra Morim da Silva,
    Ana and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={62–69} }'
  chicago: Röder, Michael, Pham Thuy Sy Nguyen, Felix Conrads, Ana Alexandra Morim
    da Silva, and Axel-Cyrille Ngonga Ngomo. “Lemming - Example-Based Mimicking of
    Knowledge Graphs.” In <i>15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, 62–69. {IEEE}, 2021.
    <a href="https://doi.org/10.1109/ICSC50631.2021.00015">https://doi.org/10.1109/ICSC50631.2021.00015</a>.
  ieee: 'M. Röder, P. Thuy Sy Nguyen, F. Conrads, A. Alexandra Morim da Silva, and
    A.-C. Ngonga Ngomo, “Lemming - Example-based Mimicking of Knowledge Graphs,” in
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, 2021, pp. 62–69, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00015">10.1109/ICSC50631.2021.00015</a>.'
  mla: Röder, Michael, et al. “Lemming - Example-Based Mimicking of Knowledge Graphs.”
    <i>15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna
    Hills, CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp. 62–69, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00015">10.1109/ICSC50631.2021.00015</a>.
  short: 'M. Röder, P. Thuy Sy Nguyen, F. Conrads, A. Alexandra Morim da Silva, A.-C.
    Ngonga Ngomo, in: 15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021, {IEEE}, 2021, pp. 62–69.'
date_created: 2021-09-20T13:14:21Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00015
language:
- iso: eng
page: 62-69
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: Lemming - Example-based Mimicking of Knowledge Graphs
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24727'
author:
- first_name: Abdelmoneim
  full_name: Amer Desouki, Abdelmoneim
  last_name: Amer Desouki
- first_name: Felix
  full_name: Conrads, Felix
  last_name: Conrads
- first_name: Michael
  full_name: Röder, Michael
  last_name: Röder
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Amer Desouki A, Conrads F, Röder M, Ngonga Ngomo A-C. SYNTHG: Mimicking RDF
    Graphs Using Tensor Factorization. In: <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>.
    {IEEE}; 2021:76-79. doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00017">10.1109/ICSC50631.2021.00017</a>'
  apa: 'Amer Desouki, A., Conrads, F., Röder, M., &#38; Ngonga Ngomo, A.-C. (2021).
    SYNTHG: Mimicking RDF Graphs Using Tensor Factorization. <i>15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021</i>, 76–79. <a href="https://doi.org/10.1109/ICSC50631.2021.00017">https://doi.org/10.1109/ICSC50631.2021.00017</a>'
  bibtex: '@inproceedings{Amer Desouki_Conrads_Röder_Ngonga Ngomo_2021, title={SYNTHG:
    Mimicking RDF Graphs Using Tensor Factorization}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00017">10.1109/ICSC50631.2021.00017</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Amer
    Desouki, Abdelmoneim and Conrads, Felix and Röder, Michael and Ngonga Ngomo, Axel-Cyrille},
    year={2021}, pages={76–79} }'
  chicago: 'Amer Desouki, Abdelmoneim, Felix Conrads, Michael Röder, and Axel-Cyrille
    Ngonga Ngomo. “SYNTHG: Mimicking RDF Graphs Using Tensor Factorization.” In <i>15th
    {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills,
    CA, USA, January 27-29, 2021</i>, 76–79. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00017">https://doi.org/10.1109/ICSC50631.2021.00017</a>.'
  ieee: 'A. Amer Desouki, F. Conrads, M. Röder, and A.-C. Ngonga Ngomo, “SYNTHG: Mimicking
    RDF Graphs Using Tensor Factorization,” in <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>,
    2021, pp. 76–79, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00017">10.1109/ICSC50631.2021.00017</a>.'
  mla: 'Amer Desouki, Abdelmoneim, et al. “SYNTHG: Mimicking RDF Graphs Using Tensor
    Factorization.” <i>15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp.
    76–79, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00017">10.1109/ICSC50631.2021.00017</a>.'
  short: 'A. Amer Desouki, F. Conrads, M. Röder, A.-C. Ngonga Ngomo, in: 15th {IEEE}
    International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA,
    USA, January 27-29, 2021, {IEEE}, 2021, pp. 76–79.'
date_created: 2021-09-20T13:15:06Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00017
language:
- iso: eng
page: 76-79
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: 'SYNTHG: Mimicking RDF Graphs Using Tensor Factorization'
type: conference
user_id: '65716'
year: '2021'
...
---
_id: '24728'
author:
- first_name: Caglar
  full_name: Demir, Caglar
  last_name: Demir
- first_name: Diego
  full_name: Moussallem, Diego
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Demir C, Moussallem D, Ngonga Ngomo A-C. A shallow neural model for relation
    prediction. In: <i>15th {IEEE} International Conference on Semantic Computing,
    {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>. {IEEE}; 2021:179-182.
    doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00038">10.1109/ICSC50631.2021.00038</a>'
  apa: Demir, C., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2021). A shallow neural
    model for relation prediction. <i>15th {IEEE} International Conference on Semantic
    Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, 179–182.
    <a href="https://doi.org/10.1109/ICSC50631.2021.00038">https://doi.org/10.1109/ICSC50631.2021.00038</a>
  bibtex: '@inproceedings{Demir_Moussallem_Ngonga Ngomo_2021, title={A shallow neural
    model for relation prediction}, DOI={<a href="https://doi.org/10.1109/ICSC50631.2021.00038">10.1109/ICSC50631.2021.00038</a>},
    booktitle={15th {IEEE} International Conference on Semantic Computing, {ICSC}
    2021, Laguna Hills, CA, USA, January 27-29, 2021}, publisher={{IEEE}}, author={Demir,
    Caglar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={179–182}
    }'
  chicago: Demir, Caglar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “A Shallow
    Neural Model for Relation Prediction.” In <i>15th {IEEE} International Conference
    on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>,
    179–82. {IEEE}, 2021. <a href="https://doi.org/10.1109/ICSC50631.2021.00038">https://doi.org/10.1109/ICSC50631.2021.00038</a>.
  ieee: 'C. Demir, D. Moussallem, and A.-C. Ngonga Ngomo, “A shallow neural model
    for relation prediction,” in <i>15th {IEEE} International Conference on Semantic
    Computing, {ICSC} 2021, Laguna Hills, CA, USA, January 27-29, 2021</i>, 2021,
    pp. 179–182, doi: <a href="https://doi.org/10.1109/ICSC50631.2021.00038">10.1109/ICSC50631.2021.00038</a>.'
  mla: Demir, Caglar, et al. “A Shallow Neural Model for Relation Prediction.” <i>15th
    {IEEE} International Conference on Semantic Computing, {ICSC} 2021, Laguna Hills,
    CA, USA, January 27-29, 2021</i>, {IEEE}, 2021, pp. 179–82, doi:<a href="https://doi.org/10.1109/ICSC50631.2021.00038">10.1109/ICSC50631.2021.00038</a>.
  short: 'C. Demir, D. Moussallem, A.-C. Ngonga Ngomo, in: 15th {IEEE} International
    Conference on Semantic Computing, {ICSC} 2021, Laguna Hills, CA, USA, January
    27-29, 2021, {IEEE}, 2021, pp. 179–182.'
date_created: 2021-09-20T13:15:47Z
date_updated: 2022-01-06T06:56:33Z
department:
- _id: '574'
doi: 10.1109/ICSC50631.2021.00038
language:
- iso: eng
page: 179-182
publication: 15th {IEEE} International Conference on Semantic Computing, {ICSC} 2021,
  Laguna Hills, CA, USA, January 27-29, 2021
publisher: '{IEEE}'
status: public
title: A shallow neural model for relation prediction
type: conference
user_id: '65716'
year: '2021'
...
