---
_id: '6352'
author:
- first_name: Tim
  full_name: Kampe, Tim
  id: '222105'
  last_name: Kampe
  orcid: 0000-0003-1217-1360
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1217-1360/work/198289328
- first_name: Christian
  full_name: Haas, Christian
  last_name: Haas
citation:
  alphadin: '<span style="font-variant:small-caps;">Kampe, Tim</span> ; <span style="font-variant:small-caps;">Haas,
    Christian</span>: The Impact of Digitalization and Artificial Intelligence on
    Professional Service Firms and their Business Models: The Good, the Bad, and the
    Ugly. In: <i>International Entrepreneurship Education Summit (IEES), Hochschule
    der Medien, Stuttgart, 28.11. </i>, 2025'
  ama: 'Kampe T, Haas C. The Impact of Digitalization and Artificial Intelligence
    on Professional Service Firms and their Business Models: The Good, the Bad, and
    the Ugly. In: <i>International Entrepreneurship Education Summit (IEES), Hochschule
    Der Medien, Stuttgart, 28.11. </i>. ; 2025.'
  apa: 'Kampe, T., &#38; Haas, C. (2025). The Impact of Digitalization and Artificial
    Intelligence on Professional Service Firms and their Business Models: The Good,
    the Bad, and the Ugly. In <i>International Entrepreneurship Education Summit (IEES),
    Hochschule der Medien, Stuttgart, 28.11. </i>. Stuttgart.'
  bibtex: '@inproceedings{Kampe_Haas_2025, title={The Impact of Digitalization and
    Artificial Intelligence on Professional Service Firms and their Business Models:
    The Good, the Bad, and the Ugly}, booktitle={International Entrepreneurship Education
    Summit (IEES), Hochschule der Medien, Stuttgart, 28.11. }, author={Kampe, Tim
    and Haas, Christian}, year={2025} }'
  chicago: 'Kampe, Tim, and Christian Haas. “The Impact of Digitalization and Artificial
    Intelligence on Professional Service Firms and Their Business Models: The Good,
    the Bad, and the Ugly.” In <i>International Entrepreneurship Education Summit
    (IEES), Hochschule Der Medien, Stuttgart, 28.11. </i>, 2025.'
  ieee: 'T. Kampe and C. Haas, “The Impact of Digitalization and Artificial Intelligence
    on Professional Service Firms and their Business Models: The Good, the Bad, and
    the Ugly,” in <i>International Entrepreneurship Education Summit (IEES), Hochschule
    der Medien, Stuttgart, 28.11. </i>, Stuttgart, 2025.'
  mla: 'Kampe, Tim, and Christian Haas. “The Impact of Digitalization and Artificial
    Intelligence on Professional Service Firms and Their Business Models: The Good,
    the Bad, and the Ugly.” <i>International Entrepreneurship Education Summit (IEES),
    Hochschule Der Medien, Stuttgart, 28.11. </i>, 2025.'
  short: 'T. Kampe, C. Haas, in: International Entrepreneurship Education Summit (IEES),
    Hochschule Der Medien, Stuttgart, 28.11. , 2025.'
conference:
  end_date: 2025-11-28
  location: Stuttgart
  name: International Entrepreneurship Education Summit (IEES)
  start_date: 2025-11-28
date_created: 2025-11-29T12:58:35Z
date_updated: 2026-03-17T15:29:29Z
keyword:
- Professional Service Firm
- Business Model Canvas
- AI
- Accounting Firm
- Law Firm
- Executive Search
- Consulting Firm
language:
- iso: eng
publication: 'International Entrepreneurship Education Summit (IEES), Hochschule der
  Medien, Stuttgart, 28.11. '
publication_status: published
status: public
title: 'The Impact of Digitalization and Artificial Intelligence on Professional Service
  Firms and their Business Models: The Good, the Bad, and the Ugly'
type: conference
user_id: '263827'
year: '2025'
...
---
_id: '6175'
author:
- first_name: Marc
  full_name: Halbrügge, Marc
  id: '256353'
  last_name: Halbrügge
  orcid: 0009-0007-3208-1297
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0007-3208-1297/work/193197170
- 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/193197171
citation:
  alphadin: '<span style="font-variant:small-caps;">Halbrügge, Marc</span> ; <span
    style="font-variant:small-caps;">Jungeblut, Thorsten</span>: Beyond Heatmaps:
    Evaluating LIME Visualizations for Human Understandability. In: <span style="font-variant:small-caps;">Gesellschaft
    für Kognitionswissenschaft</span> (Hrsg.): <i>KogWis 2025. 16th Biannual Conference
    of the German Cognitive Science Society.</i>, 2025'
  ama: 'Halbrügge M, Jungeblut T. Beyond Heatmaps: Evaluating LIME Visualizations
    for Human Understandability. In: Gesellschaft für Kognitionswissenschaft, ed.
    <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.</i>
    ; 2025.'
  apa: 'Halbrügge, M., &#38; Jungeblut, T. (2025). Beyond Heatmaps: Evaluating LIME
    Visualizations for Human Understandability. In Gesellschaft für Kognitionswissenschaft
    (Ed.), <i>KogWis 2025. 16th Biannual Conference of the German Cognitive Science
    Society.</i> Bochum.'
  bibtex: '@inproceedings{Halbrügge_Jungeblut_2025, title={Beyond Heatmaps: Evaluating
    LIME Visualizations for Human Understandability}, booktitle={KogWis 2025. 16th
    Biannual Conference of the German Cognitive Science Society.}, author={Halbrügge,
    Marc and Jungeblut, Thorsten}, editor={Gesellschaft für KognitionswissenschaftEditor},
    year={2025} }'
  chicago: 'Halbrügge, Marc, and Thorsten Jungeblut. “Beyond Heatmaps: Evaluating
    LIME Visualizations for Human Understandability.” In <i>KogWis 2025. 16th Biannual
    Conference of the German Cognitive Science Society.</i>, edited by Gesellschaft
    für Kognitionswissenschaft, 2025.'
  ieee: 'M. Halbrügge and T. Jungeblut, “Beyond Heatmaps: Evaluating LIME Visualizations
    for Human Understandability,” in <i>KogWis 2025. 16th Biannual Conference of the
    German Cognitive Science Society.</i>, Bochum, 2025.'
  mla: 'Halbrügge, Marc, and Thorsten Jungeblut. “Beyond Heatmaps: Evaluating LIME
    Visualizations for Human Understandability.” <i>KogWis 2025. 16th Biannual Conference
    of the German Cognitive Science Society.</i>, edited by Gesellschaft für Kognitionswissenschaft,
    2025.'
  short: 'M. Halbrügge, T. Jungeblut, in: Gesellschaft für Kognitionswissenschaft
    (Ed.), KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society.,
    2025.'
conference:
  end_date: 2025-09-03
  location: Bochum
  name: KogWis 2025. 16th Biannual Conference of the German Cognitive Science Society
  start_date: 2025-09-01
corporate_editor:
- Gesellschaft für Kognitionswissenschaft
date_created: 2025-09-05T13:54:35Z
date_updated: 2026-03-17T15:29:27Z
keyword:
- Explainable AI
- XAI
- LIME
language:
- iso: eng
project:
- _id: 72dfeb62-b436-11ed-9513-f39505d26204
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: KogWis 2025. 16th Biannual Conference of the German Cognitive Science
  Society.
publication_status: published
quality_controlled: '1'
status: public
title: 'Beyond Heatmaps: Evaluating LIME Visualizations for Human Understandability'
type: conference_abstract
user_id: '242294'
year: '2025'
...
---
_id: '6244'
article_number: '261'
article_type: original
author:
- first_name: Marvin
  full_name: Niederhaus, Marvin
  id: '232004'
  last_name: Niederhaus
  orcid: 0009-0008-8581-2708
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0008-8581-2708/work/194508828
- first_name: Nico
  full_name: Migenda, Nico
  id: '218473'
  last_name: Migenda
  orcid: 0000-0002-7223-1735
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7223-1735/work/194483982
- first_name: Julian
  full_name: Weller, Julian
  last_name: Weller
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/194483983
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/194483984
citation:
  alphadin: '<span style="font-variant:small-caps;">Niederhaus, Marvin</span> ; <span
    style="font-variant:small-caps;">Migenda, Nico</span> ; <span style="font-variant:small-caps;">Weller,
    Julian</span> ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>
    ; <span style="font-variant:small-caps;">Schenck, Wolfram</span>: Integrating
    Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems. In:
    <i>Big Data and Cognitive Computing</i> Bd. 9, MDPI AG (2025), Nr. 10'
  ama: Niederhaus M, Migenda N, Weller J, Kohlhase M, Schenck W. Integrating Graph
    Retrieval-Augmented Generation into Prescriptive Recommender Systems. <i>Big Data
    and Cognitive Computing</i>. 2025;9(10). doi:<a href="https://doi.org/10.3390/bdcc9100261">10.3390/bdcc9100261</a>
  apa: Niederhaus, M., Migenda, N., Weller, J., Kohlhase, M., &#38; Schenck, W. (2025).
    Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender
    Systems. <i>Big Data and Cognitive Computing</i>, <i>9</i>(10). <a href="https://doi.org/10.3390/bdcc9100261">https://doi.org/10.3390/bdcc9100261</a>
  bibtex: '@article{Niederhaus_Migenda_Weller_Kohlhase_Schenck_2025, title={Integrating
    Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems}, volume={9},
    DOI={<a href="https://doi.org/10.3390/bdcc9100261">10.3390/bdcc9100261</a>}, number={10261},
    journal={Big Data and Cognitive Computing}, publisher={MDPI AG}, author={Niederhaus,
    Marvin and Migenda, Nico and Weller, Julian and Kohlhase, Martin and Schenck,
    Wolfram}, year={2025} }'
  chicago: Niederhaus, Marvin, Nico Migenda, Julian Weller, Martin Kohlhase, and Wolfram
    Schenck. “Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender
    Systems.” <i>Big Data and Cognitive Computing</i> 9, no. 10 (2025). <a href="https://doi.org/10.3390/bdcc9100261">https://doi.org/10.3390/bdcc9100261</a>.
  ieee: M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, and W. Schenck, “Integrating
    Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems,” <i>Big
    Data and Cognitive Computing</i>, vol. 9, no. 10, 2025.
  mla: Niederhaus, Marvin, et al. “Integrating Graph Retrieval-Augmented Generation
    into Prescriptive Recommender Systems.” <i>Big Data and Cognitive Computing</i>,
    vol. 9, no. 10, 261, MDPI AG, 2025, doi:<a href="https://doi.org/10.3390/bdcc9100261">10.3390/bdcc9100261</a>.
  short: M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, W. Schenck, Big Data and
    Cognitive Computing 9 (2025).
date_created: 2025-10-17T07:19:59Z
date_updated: 2026-03-17T15:29:27Z
department:
- _id: '103'
doi: 10.3390/bdcc9100261
file:
- access_level: open_access
  content_type: application/pdf
  creator: mniederhaus
  date_created: 2025-10-17T07:11:25Z
  date_updated: 2025-10-17T07:11:25Z
  file_id: '6245'
  file_name: BDCC-09-00261.pdf
  file_size: 13995224
  relation: main_file
  success: 1
file_date_updated: 2025-10-17T07:11:25Z
funded_apc: '1'
has_accepted_license: '1'
intvolume: '         9'
issue: '10'
keyword:
- prescriptive analytics
- prescriptive platforms
- advanced data analytics
- retrieval-augmented generation
- graph-based retrieval-augmented generation
- large language models
- generative AI
- genAI
- recommender system
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2504-2289/9/10/261/pdf
oa: '1'
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Big Data and Cognitive Computing
publication_identifier:
  eissn:
  - 2504-2289
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender
  Systems
type: journal_article
urn: urn:nbn:de:hbz:bi10-62444
user_id: '224375'
volume: 9
year: '2025'
...
---
_id: '4881'
article_type: original
author:
- first_name: Frauke
  full_name: Wiegraebe, Frauke
  last_name: Wiegraebe
- first_name: Marleen
  full_name: Schönbeck, Marleen
  last_name: Schönbeck
- first_name: Paul
  full_name: Wunderlich, Paul
  last_name: Wunderlich
- first_name: Annette
  full_name: Nauerth, Annette
  id: '33965'
  last_name: Nauerth
  orcid: 0009-0006-8407-3136
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0006-8407-3136/work/165894265
- first_name: Helene
  full_name: Dörksen, Helene
  last_name: Dörksen
citation:
  alphadin: '<span style="font-variant:small-caps;">Wiegraebe, Frauke</span> ; <span
    style="font-variant:small-caps;">Schönbeck, Marleen</span> ; <span style="font-variant:small-caps;">Wunderlich,
    Paul</span> ; <span style="font-variant:small-caps;">Nauerth, Annette</span> ;
    <span style="font-variant:small-caps;">Dörksen, Helene</span>: KI-basiertes Unterstützungstool
    für pflegende Erwerbstätige. In: <i>Pflege und Gesellschaft</i> Bd. 3, BeltzJuventa
    (2024), S. 271–285'
  ama: Wiegraebe F, Schönbeck M, Wunderlich P, Nauerth A, Dörksen H. KI-basiertes
    Unterstützungstool für pflegende Erwerbstätige. <i>Pflege und Gesellschaft</i>.
    2024;3:271-285. doi:<a href="https://doi.org/10.3262/P&#38;G2403271">10.3262/P&#38;G2403271</a>
  apa: Wiegraebe, F., Schönbeck, M., Wunderlich, P., Nauerth, A., &#38; Dörksen, H.
    (2024). KI-basiertes Unterstützungstool für pflegende Erwerbstätige. <i>Pflege
    und Gesellschaft</i>, <i>3</i>, 271–285. <a href="https://doi.org/10.3262/P&#38;G2403271">https://doi.org/10.3262/P&#38;G2403271</a>
  bibtex: '@article{Wiegraebe_Schönbeck_Wunderlich_Nauerth_Dörksen_2024, title={KI-basiertes
    Unterstützungstool für pflegende Erwerbstätige}, volume={3}, DOI={<a href="https://doi.org/10.3262/P&#38;G2403271">10.3262/P&#38;G2403271</a>},
    journal={Pflege und Gesellschaft}, publisher={BeltzJuventa}, author={Wiegraebe,
    Frauke and Schönbeck, Marleen and Wunderlich, Paul and Nauerth, Annette and Dörksen,
    Helene}, year={2024}, pages={271–285} }'
  chicago: 'Wiegraebe, Frauke, Marleen Schönbeck, Paul Wunderlich, Annette Nauerth,
    and Helene Dörksen. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.”
    <i>Pflege und Gesellschaft</i> 3 (2024): 271–85. <a href="https://doi.org/10.3262/P&#38;G2403271">https://doi.org/10.3262/P&#38;G2403271</a>.'
  ieee: F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, and H. Dörksen, “KI-basiertes
    Unterstützungstool für pflegende Erwerbstätige,” <i>Pflege und Gesellschaft</i>,
    vol. 3, pp. 271–285, 2024.
  mla: Wiegraebe, Frauke, et al. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.”
    <i>Pflege und Gesellschaft</i>, vol. 3, BeltzJuventa, 2024, pp. 271–85, doi:<a
    href="https://doi.org/10.3262/P&#38;G2403271">10.3262/P&#38;G2403271</a>.
  short: F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, H. Dörksen, Pflege
    und Gesellschaft 3 (2024) 271–285.
date_created: 2024-08-20T16:06:49Z
date_updated: 2026-03-17T15:29:08Z
department:
- _id: 4b342258-bee3-11eb-b75f-c9bf9d645214
doi: 10.3262/P&G2403271
intvolume: '         3'
keyword:
- Digital care support tool
- caring workforce
- interdisciplinarity
- AI application
- machine learning
- user orientation
language:
- iso: ger
page: 271-285
publication: Pflege und Gesellschaft
publication_identifier:
  issn:
  - 1430-9653
publication_status: published
publisher: BeltzJuventa
quality_controlled: '1'
research_group:
- _id: f025f82c-c221-11ec-90a2-d82e18d06cb8
  name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
status: public
title: KI-basiertes Unterstützungstool für pflegende Erwerbstätige
type: journal_article
user_id: '220548'
volume: 3
year: '2024'
...
---
_id: '3505'
article_type: original
author:
- first_name: Thomas
  full_name: Süße, Thomas
  id: '241496'
  last_name: Süße
  orcid: 0000-0001-6832-7753
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6832-7753/work/181729020
- first_name: Maria
  full_name: Kobert, Maria
  last_name: Kobert
- first_name: Caroline
  full_name: Kries, Caroline
  last_name: Kries
citation:
  alphadin: '<span style="font-variant:small-caps;">Süße, Thomas</span> ; <span style="font-variant:small-caps;">Kobert,
    Maria</span> ; <span style="font-variant:small-caps;">Kries, Caroline</span>:
    Human-AI interaction in remanufacturing: exploring shop floor workers’ behavioural
    patterns within a specific human-AI system. In: <i>Labour and Industry</i>, Informa
    UK Limited (2023), S. 1–20'
  ama: 'Süße T, Kobert M, Kries C. Human-AI interaction in remanufacturing: exploring
    shop floor workers’ behavioural patterns within a specific human-AI system. <i>Labour
    and Industry</i>. 2023:1-20. doi:<a href="https://doi.org/10.1080/10301763.2023.2251103">10.1080/10301763.2023.2251103</a>'
  apa: 'Süße, T., Kobert, M., &#38; Kries, C. (2023). Human-AI interaction in remanufacturing:
    exploring shop floor workers’ behavioural patterns within a specific human-AI
    system. <i>Labour and Industry</i>, 1–20. <a href="https://doi.org/10.1080/10301763.2023.2251103">https://doi.org/10.1080/10301763.2023.2251103</a>'
  bibtex: '@article{Süße_Kobert_Kries_2023, title={Human-AI interaction in remanufacturing:
    exploring shop floor workers’ behavioural patterns within a specific human-AI
    system}, DOI={<a href="https://doi.org/10.1080/10301763.2023.2251103">10.1080/10301763.2023.2251103</a>},
    journal={Labour and Industry}, publisher={Informa UK Limited}, author={Süße, Thomas
    and Kobert, Maria and Kries, Caroline}, year={2023}, pages={1–20} }'
  chicago: 'Süße, Thomas, Maria Kobert, and Caroline Kries. “Human-AI Interaction
    in Remanufacturing: Exploring Shop Floor Workers’ Behavioural Patterns within
    a Specific Human-AI System.” <i>Labour and Industry</i>, 2023, 1–20. <a href="https://doi.org/10.1080/10301763.2023.2251103">https://doi.org/10.1080/10301763.2023.2251103</a>.'
  ieee: 'T. Süße, M. Kobert, and C. Kries, “Human-AI interaction in remanufacturing:
    exploring shop floor workers’ behavioural patterns within a specific human-AI
    system,” <i>Labour and Industry</i>, pp. 1–20, 2023.'
  mla: 'Süße, Thomas, et al. “Human-AI Interaction in Remanufacturing: Exploring Shop
    Floor Workers’ Behavioural Patterns within a Specific Human-AI System.” <i>Labour
    and Industry</i>, Informa UK Limited, 2023, pp. 1–20, doi:<a href="https://doi.org/10.1080/10301763.2023.2251103">10.1080/10301763.2023.2251103</a>.'
  short: T. Süße, M. Kobert, C. Kries, Labour and Industry (2023) 1–20.
date_created: 2023-08-29T15:11:47Z
date_updated: 2026-03-17T15:28:45Z
doi: 10.1080/10301763.2023.2251103
keyword:
- Human-AI interaction
- AI competence
- AI-based agents
- transformation of work
language:
- iso: eng
page: 1-20
publication: Labour and Industry
publication_identifier:
  eissn:
  - 2325-5676
  issn:
  - 1030-1763
publication_status: published
publisher: Informa UK Limited
quality_controlled: '1'
status: public
title: 'Human-AI interaction in remanufacturing: exploring shop floor workers’ behavioural
  patterns within a specific human-AI system'
type: journal_article
user_id: '231260'
year: '2023'
...
---
_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
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  creator: arichert1
  date_created: 2024-04-17T05:58:03Z
  date_updated: 2024-04-17T05:58:03Z
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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'
...