---
_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: '2075'
author:
- first_name: Alexander
  full_name: Neumann, Alexander
  id: '250107'
  last_name: Neumann
  orcid: 0000-0002-2190-5576
- first_name: Christof
  full_name: Elbrechter, Christof
  last_name: Elbrechter
- first_name: Nadine
  full_name: Pfeiffer-Leßmann, Nadine
  last_name: Pfeiffer-Leßmann
- first_name: Risto
  full_name: Kõiva, Risto
  last_name: Kõiva
- first_name: Birte
  full_name: Carlmeyer, Birte
  last_name: Carlmeyer
- first_name: Stefan
  full_name: Rüther, Stefan
  last_name: Rüther
- first_name: Michael
  full_name: Schade, Michael
  last_name: Schade
- first_name: André
  full_name: Ückermann, André
  last_name: Ückermann
- first_name: Sven
  full_name: Wachsmuth, Sven
  last_name: Wachsmuth
- first_name: Helge J.
  full_name: Ritter, Helge J.
  last_name: Ritter
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Neumann,
    Alexander</span> ; <span style="font-variant:small-caps;">Elbrechter, Christof</span>
    ; <span style="font-variant:small-caps;">Pfeiffer-Leßmann, Nadine</span> ; <span
    style="font-variant:small-caps;">Kõiva, Risto</span> ; <span style="font-variant:small-caps;">Carlmeyer,
    Birte</span> ; <span style="font-variant:small-caps;">Rüther, Stefan</span> ;
    <span style="font-variant:small-caps;">Schade, Michael</span> ; <span style="font-variant:small-caps;">Ückermann,
    André</span> ; u. a.</span>: “KogniChef”: A Cognitive Cooking Assistant. In: <i>KI
    - Künstliche Intelligenz</i> Bd. 31, Springer Science and Business Media LLC (2017),
    Nr. 3, S. 273–281'
  ama: 'Neumann A, Elbrechter C, Pfeiffer-Leßmann N, et al. “KogniChef”: A Cognitive
    Cooking Assistant. <i>KI - Künstliche Intelligenz</i>. 2017;31(3):273-281. doi:<a
    href="https://doi.org/10.1007/s13218-017-0488-6">10.1007/s13218-017-0488-6</a>'
  apa: 'Neumann, A., Elbrechter, C., Pfeiffer-Leßmann, N., Kõiva, R., Carlmeyer, B.,
    Rüther, S., … Ritter, H. J. (2017). “KogniChef”: A Cognitive Cooking Assistant.
    <i>KI - Künstliche Intelligenz</i>, <i>31</i>(3), 273–281. <a href="https://doi.org/10.1007/s13218-017-0488-6">https://doi.org/10.1007/s13218-017-0488-6</a>'
  bibtex: '@article{Neumann_Elbrechter_Pfeiffer-Leßmann_Kõiva_Carlmeyer_Rüther_Schade_Ückermann_Wachsmuth_Ritter_2017,
    title={“KogniChef”: A Cognitive Cooking Assistant}, volume={31}, DOI={<a href="https://doi.org/10.1007/s13218-017-0488-6">10.1007/s13218-017-0488-6</a>},
    number={3}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science
    and Business Media LLC}, author={Neumann, Alexander and Elbrechter, Christof and
    Pfeiffer-Leßmann, Nadine and Kõiva, Risto and Carlmeyer, Birte and Rüther, Stefan
    and Schade, Michael and Ückermann, André and Wachsmuth, Sven and Ritter, Helge
    J.}, year={2017}, pages={273–281} }'
  chicago: 'Neumann, Alexander, Christof Elbrechter, Nadine Pfeiffer-Leßmann, Risto
    Kõiva, Birte Carlmeyer, Stefan Rüther, Michael Schade, André Ückermann, Sven Wachsmuth,
    and Helge J. Ritter. “‘KogniChef’: A Cognitive Cooking Assistant.” <i>KI - Künstliche
    Intelligenz</i> 31, no. 3 (2017): 273–81. <a href="https://doi.org/10.1007/s13218-017-0488-6">https://doi.org/10.1007/s13218-017-0488-6</a>.'
  ieee: 'A. Neumann <i>et al.</i>, “‘KogniChef’: A Cognitive Cooking Assistant,” <i>KI
    - Künstliche Intelligenz</i>, vol. 31, no. 3, pp. 273–281, 2017.'
  mla: 'Neumann, Alexander, et al. “‘KogniChef’: A Cognitive Cooking Assistant.” <i>KI
    - Künstliche Intelligenz</i>, vol. 31, no. 3, Springer Science and Business Media
    LLC, 2017, pp. 273–81, doi:<a href="https://doi.org/10.1007/s13218-017-0488-6">10.1007/s13218-017-0488-6</a>.'
  short: A. Neumann, C. Elbrechter, N. Pfeiffer-Leßmann, R. Kõiva, B. Carlmeyer, S.
    Rüther, M. Schade, A. Ückermann, S. Wachsmuth, H.J. Ritter, KI - Künstliche Intelligenz
    31 (2017) 273–281.
date_created: 2022-08-10T09:52:10Z
date_updated: 2026-03-17T15:28:28Z
doi: 10.1007/s13218-017-0488-6
intvolume: '        31'
issue: '3'
language:
- iso: eng
page: 273-281
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: '“KogniChef”: A Cognitive Cooking Assistant'
type: journal_article
user_id: '216066'
volume: 31
year: '2017'
...