---
_id: '4482'
alternative_id:
- '2298'
article_type: original
author:
- first_name: Justin
  full_name: Baudisch, Justin
  id: '247397'
  last_name: Baudisch
  orcid: 0000-0001-5565-0228
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-5565-0228/work/157784482
- first_name: Birte
  full_name: Richter, Birte
  last_name: Richter
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/157784484
citation:
  alphadin: '<span style="font-variant:small-caps;">Baudisch, Justin</span> ; <span
    style="font-variant:small-caps;">Richter, Birte</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: A Framework for Learning Event Sequences and Explaining Detected
    Anomalies in a Smart Home Environment. In: <i>KI - Künstliche Intelligenz</i>
    Bd. 36, Springer Science and Business Media LLC (2022), Nr. 3–4, S. 259–266'
  ama: Baudisch J, Richter B, Jungeblut T. A Framework for Learning Event Sequences
    and Explaining Detected Anomalies in a Smart Home Environment. <i>KI - Künstliche
    Intelligenz</i>. 2022;36(3-4):259-266. doi:<a href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>
  apa: Baudisch, J., Richter, B., &#38; Jungeblut, T. (2022). A Framework for Learning
    Event Sequences and Explaining Detected Anomalies in a Smart Home Environment.
    <i>KI - Künstliche Intelligenz</i>, <i>36</i>(3–4), 259–266. <a href="https://doi.org/10.1007/s13218-022-00775-5">https://doi.org/10.1007/s13218-022-00775-5</a>
  bibtex: '@article{Baudisch_Richter_Jungeblut_2022, title={A Framework for Learning
    Event Sequences and Explaining Detected Anomalies in a Smart Home Environment},
    volume={36}, DOI={<a href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>},
    number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science
    and Business Media LLC}, author={Baudisch, Justin and Richter, Birte and Jungeblut,
    Thorsten}, year={2022}, pages={259–266} }'
  chicago: 'Baudisch, Justin, Birte Richter, and Thorsten Jungeblut. “A Framework
    for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home
    Environment.” <i>KI - Künstliche Intelligenz</i> 36, no. 3–4 (2022): 259–66. <a
    href="https://doi.org/10.1007/s13218-022-00775-5">https://doi.org/10.1007/s13218-022-00775-5</a>.'
  ieee: J. Baudisch, B. Richter, and T. Jungeblut, “A Framework for Learning Event
    Sequences and Explaining Detected Anomalies in a Smart Home Environment,” <i>KI
    - Künstliche Intelligenz</i>, vol. 36, no. 3–4, pp. 259–266, 2022.
  mla: Baudisch, Justin, et al. “A Framework for Learning Event Sequences and Explaining
    Detected Anomalies in a Smart Home Environment.” <i>KI - Künstliche Intelligenz</i>,
    vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 259–66, doi:<a
    href="https://doi.org/10.1007/s13218-022-00775-5">10.1007/s13218-022-00775-5</a>.
  short: J. Baudisch, B. Richter, T. Jungeblut, KI - Künstliche Intelligenz 36 (2022)
    259–266.
date_created: 2024-04-16T10:32:07Z
date_updated: 2026-03-17T15:29:01Z
department:
- _id: '103'
doi: 10.1007/s13218-022-00775-5
file:
- access_level: open_access
  content_type: application/pdf
  creator: arichert1
  date_created: 2024-04-17T05:58:03Z
  date_updated: 2024-04-17T05:58:03Z
  file_id: '4509'
  file_name: Baudisch_et_al-2022-KI_-_K-nstliche_Intelligenz.pdf
  file_size: 1367814
  relation: main_file
  success: 1
file_date_updated: 2024-04-17T05:58:03Z
has_accepted_license: '1'
intvolume: '        36'
issue: 3-4
keyword:
- Ambient assisted living
- anomaly detection
- Internet of Things
- Explainable AI
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/article/10.1007/s13218-022-00775-5
oa: '1'
page: 259-266
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: KI - Künstliche Intelligenz
publication_identifier:
  eissn:
  - 1610-1987
  issn:
  - 0933-1875
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: A Framework for Learning Event Sequences and Explaining Detected Anomalies
  in a Smart Home Environment
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
urn: urn:nbn:de:hbz:bi10-22981
user_id: '220548'
volume: 36
year: '2022'
...
---
_id: '170'
author:
- first_name: Sebastian
  full_name: Bamberg, Sebastian
  id: '202383'
  last_name: Bamberg
  orcid: 0000-0003-1541-9616
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1541-9616/work/176898305
- first_name: Grit
  full_name: Behrens, Grit
  id: '207629'
  last_name: Behrens
  orcid: 0009-0009-0247-8204
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0009-0247-8204/work/176898306
- first_name: Minja
  full_name: Bergmeyer, Minja
  last_name: Bergmeyer
- first_name: Katrin
  full_name: Brewitt, Katrin
  last_name: Brewitt
- first_name: Michael
  full_name: Papendick, Michael
  last_name: Papendick
- first_name: Jonas
  full_name: Rees, Jonas
  last_name: Rees
- first_name: Jacek
  full_name: Zielinski, Jacek
  last_name: Zielinski
citation:
  alphadin: '<span style="font-variant:small-caps;">Bamberg, Sebastian</span> ; <span
    style="font-variant:small-caps;">Behrens, Grit</span> ; <span style="font-variant:small-caps;">Bergmeyer,
    Minja</span> ; <span style="font-variant:small-caps;">Brewitt, Katrin</span> ;
    <span style="font-variant:small-caps;">Papendick, Michael</span> ; <span style="font-variant:small-caps;">Rees,
    Jonas</span> ; <span style="font-variant:small-caps;">Zielinski, Jacek</span>:
    Theoriegeleitete Entwicklung eines webbasierten Unterstützungssystems zur Förderung
    klimaschonender Alltagsmobilität. In: <i>Umweltpsychologie</i> (2015), Nr. 1,
    S. 54–76'
  ama: Bamberg S, Behrens G, Bergmeyer M, et al. Theoriegeleitete Entwicklung eines
    webbasierten Unterstützungssystems zur Förderung klimaschonender Alltagsmobilität.
    <i>Umweltpsychologie</i>. 2015;(1):54-76.
  apa: Bamberg, S., Behrens, G., Bergmeyer, M., Brewitt, K., Papendick, M., Rees,
    J., &#38; Zielinski, J. (2015). Theoriegeleitete Entwicklung eines webbasierten
    Unterstützungssystems zur Förderung klimaschonender Alltagsmobilität. <i>Umweltpsychologie</i>,
    (1), 54–76.
  bibtex: '@article{Bamberg_Behrens_Bergmeyer_Brewitt_Papendick_Rees_Zielinski_2015,
    title={Theoriegeleitete Entwicklung eines webbasierten Unterstützungssystems zur
    Förderung klimaschonender Alltagsmobilität}, number={1}, journal={Umweltpsychologie},
    author={Bamberg, Sebastian and Behrens, Grit and Bergmeyer, Minja and Brewitt,
    Katrin and Papendick, Michael and Rees, Jonas and Zielinski, Jacek}, year={2015},
    pages={54–76} }'
  chicago: 'Bamberg, Sebastian, Grit Behrens, Minja Bergmeyer, Katrin Brewitt, Michael
    Papendick, Jonas Rees, and Jacek Zielinski. “Theoriegeleitete Entwicklung Eines
    Webbasierten Unterstützungssystems Zur Förderung Klimaschonender Alltagsmobilität.”
    <i>Umweltpsychologie</i>, no. 1 (2015): 54–76.'
  ieee: S. Bamberg <i>et al.</i>, “Theoriegeleitete Entwicklung eines webbasierten
    Unterstützungssystems zur Förderung klimaschonender Alltagsmobilität,” <i>Umweltpsychologie</i>,
    no. 1, pp. 54–76, 2015.
  mla: Bamberg, Sebastian, et al. “Theoriegeleitete Entwicklung Eines Webbasierten
    Unterstützungssystems Zur Förderung Klimaschonender Alltagsmobilität.” <i>Umweltpsychologie</i>,
    no. 1, 2015, pp. 54–76.
  short: S. Bamberg, G. Behrens, M. Bergmeyer, K. Brewitt, M. Papendick, J. Rees,
    J. Zielinski, Umweltpsychologie (2015) 54–76.
date_created: 2019-04-17T12:18:47Z
date_updated: 2026-03-17T15:28:24Z
issue: '1'
keyword:
- nachhaltige Mobilität
- Internet
- Intervention
- Klimawandel
- Umweltverhalten
language:
- iso: eng
main_file_link:
- url: https://www.wiso-net.de/toc_list/UMPS/2015/UMPS__%3A2015%3A1/Heft%2B1%2B%252F%2B2015/UMPS#UMPS__6FEE5F9ACB14879C9E39C65FBE4BDBA5
page: 54-76
publication: Umweltpsychologie
publication_identifier:
  eissn:
  - 2943-775X
  issn:
  - 1434-3304
status: public
title: Theoriegeleitete Entwicklung eines webbasierten Unterstützungssystems zur Förderung
  klimaschonender Alltagsmobilität
type: journal_article
user_id: '35437'
year: '2015'
...
---
_id: '483'
author:
- first_name: M. T.
  full_name: Thielsch, M. T.
  last_name: Thielsch
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: 0000-0003-2143-4564
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/179261882
citation:
  alphadin: '<span style="font-variant:small-caps;">Thielsch, M. T.</span> ; <span
    style="font-variant:small-caps;">Hirschfeld, Gerrit</span>: High and low spatial
    frequencies in website evaluations. In: <i>Ergonomics</i> Bd. 53 (2010), Nr. 8,
    S. 972–978'
  ama: Thielsch MT, Hirschfeld G. High and low spatial frequencies in website evaluations.
    <i>Ergonomics</i>. 2010;53(8):972-978. doi:<a href="https://doi.org/10.1080/00140139.2010.489970">10.1080/00140139.2010.489970</a>
  apa: Thielsch, M. T., &#38; Hirschfeld, G. (2010). High and low spatial frequencies
    in website evaluations. <i>Ergonomics</i>, <i>53</i>(8), 972–978. <a href="https://doi.org/10.1080/00140139.2010.489970">https://doi.org/10.1080/00140139.2010.489970</a>
  bibtex: '@article{Thielsch_Hirschfeld_2010, title={High and low spatial frequencies
    in website evaluations}, volume={53}, DOI={<a href="https://doi.org/10.1080/00140139.2010.489970">10.1080/00140139.2010.489970</a>},
    number={8}, journal={Ergonomics}, author={Thielsch, M. T. and Hirschfeld, Gerrit},
    year={2010}, pages={972–978} }'
  chicago: 'Thielsch, M. T., and Gerrit Hirschfeld. “High and Low Spatial Frequencies
    in Website Evaluations.” <i>Ergonomics</i> 53, no. 8 (2010): 972–78. <a href="https://doi.org/10.1080/00140139.2010.489970">https://doi.org/10.1080/00140139.2010.489970</a>.'
  ieee: M. T. Thielsch and G. Hirschfeld, “High and low spatial frequencies in website
    evaluations,” <i>Ergonomics</i>, vol. 53, no. 8, pp. 972–978, 2010.
  mla: Thielsch, M. T., and Gerrit Hirschfeld. “High and Low Spatial Frequencies in
    Website Evaluations.” <i>Ergonomics</i>, vol. 53, no. 8, 2010, pp. 972–78, doi:<a
    href="https://doi.org/10.1080/00140139.2010.489970">10.1080/00140139.2010.489970</a>.
  short: M.T. Thielsch, G. Hirschfeld, Ergonomics 53 (2010) 972–978.
date_created: 2019-05-28T12:24:28Z
date_updated: 2026-03-17T15:29:07Z
doi: 10.1080/00140139.2010.489970
intvolume: '        53'
issue: '8'
keyword:
- Adult
- Aged
- Aged
- 80 and over
- Consumer Satisfaction
- Female
- Germany
- Humans
- Internet
- Male
- Middle Aged
- '{User-Computer} Interface'
- Young Adult
language:
- iso: eng
page: 972-978
publication: Ergonomics
publication_identifier:
  eissn:
  - 1366-5847
  issn:
  - 0014-0139
status: public
title: High and low spatial frequencies in website evaluations
type: journal_article
user_id: '35437'
volume: 53
year: '2010'
...
---
_id: '36'
alternative_id:
- '451'
author:
- first_name: Gerrit
  full_name: Hirschfeld, Gerrit
  id: '234690'
  last_name: Hirschfeld
  orcid: https://orcid.org/0000-0003-2143-4564
- first_name: Heidrun
  full_name: Bien, Heidrun
  last_name: Bien
- first_name: Meinou
  full_name: de Vries, Meinou
  last_name: de Vries
- first_name: Heidi
  full_name: Lüttmann, Heidi
  last_name: Lüttmann
- first_name: Johannes
  full_name: Schwall, Johannes
  last_name: Schwall
citation:
  alphadin: '<span style="font-variant:small-caps;">Hirschfeld, Gerrit</span> ; <span
    style="font-variant:small-caps;">Bien, Heidrun</span> ; <span style="font-variant:small-caps;">de
    Vries, Meinou</span> ; <span style="font-variant:small-caps;">Lüttmann, Heidi</span>
    ; <span style="font-variant:small-caps;">Schwall, Johannes</span>: Open-source
    software to conduct online rating studies. In: <i>Behavior Research Methods</i>
    Bd. 42, Springer (2010), Nr. 2, S. 542–546'
  ama: Hirschfeld G, Bien H, de Vries M, Lüttmann H, Schwall J. Open-source software
    to conduct online rating studies. <i>Behavior Research Methods</i>. 2010;42(2):542-546.
    doi:<a href="https://doi.org/10.3758/BRM.42.2.542">10.3758/BRM.42.2.542</a>
  apa: Hirschfeld, G., Bien, H., de Vries, M., Lüttmann, H., &#38; Schwall, J. (2010).
    Open-source software to conduct online rating studies. <i>Behavior Research Methods</i>,
    <i>42</i>(2), 542–546. <a href="https://doi.org/10.3758/BRM.42.2.542">https://doi.org/10.3758/BRM.42.2.542</a>
  bibtex: '@article{Hirschfeld_Bien_de Vries_Lüttmann_Schwall_2010, title={Open-source
    software to conduct online rating studies}, volume={42}, DOI={<a href="https://doi.org/10.3758/BRM.42.2.542">10.3758/BRM.42.2.542</a>},
    number={2}, journal={Behavior Research Methods}, publisher={Springer}, author={Hirschfeld,
    Gerrit and Bien, Heidrun and de Vries, Meinou and Lüttmann, Heidi and Schwall,
    Johannes}, year={2010}, pages={542–546} }'
  chicago: 'Hirschfeld, Gerrit, Heidrun Bien, Meinou de Vries, Heidi Lüttmann, and
    Johannes Schwall. “Open-Source Software to Conduct Online Rating Studies.” <i>Behavior
    Research Methods</i> 42, no. 2 (2010): 542–46. <a href="https://doi.org/10.3758/BRM.42.2.542">https://doi.org/10.3758/BRM.42.2.542</a>.'
  ieee: G. Hirschfeld, H. Bien, M. de Vries, H. Lüttmann, and J. Schwall, “Open-source
    software to conduct online rating studies,” <i>Behavior Research Methods</i>,
    vol. 42, no. 2, pp. 542–546, 2010.
  mla: Hirschfeld, Gerrit, et al. “Open-Source Software to Conduct Online Rating Studies.”
    <i>Behavior Research Methods</i>, vol. 42, no. 2, Springer, 2010, pp. 542–46,
    doi:<a href="https://doi.org/10.3758/BRM.42.2.542">10.3758/BRM.42.2.542</a>.
  short: G. Hirschfeld, H. Bien, M. de Vries, H. Lüttmann, J. Schwall, Behavior Research
    Methods 42 (2010) 542–546.
date_created: 2019-05-22T11:24:35Z
date_updated: 2026-03-17T15:28:46Z
department:
- _id: '104'
doi: 10.3758/BRM.42.2.542
intvolume: '        42'
issue: '2'
keyword:
- Automatic Data Processing
- Humans
- Internet
- Questionnaires
- Software
language:
- iso: eng
page: 542-546
publication: Behavior Research Methods
publication_identifier:
  eissn:
  - 1554-3528
  issn:
  - 1554-351X
publisher: Springer
status: public
title: Open-source software to conduct online rating studies
type: journal_article
user_id: '220548'
volume: 42
year: '2010'
...