---
_id: '12291'
citation:
  ama: Atzenbeck C, Rubart J, ACM Press, eds. <i>Proceedings of the 7th Workshop on
    Human Factors in Hypertext (HUMAN’24)</i>. ACM; 2024.
  apa: Atzenbeck, C., Rubart, J., &#38; ACM Press (Eds.). (2024). <i>Proceedings of
    the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. ACM.
  bjps: '<b>Atzenbeck C, Rubart J, and ACM Press (eds)</b> (2024) <i>Proceedings of
    the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM.'
  chicago: 'Atzenbeck, Claus, Jessica Rubart, and ACM Press, eds. <i>Proceedings of
    the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM,
    2024.'
  chicago-de: 'Atzenbeck, Claus, Jessica Rubart, und ACM Press, Hrsg. 2024. <i>Proceedings
    of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM.'
  din1505-2-1: '<span style="font-variant:small-caps;">Atzenbeck, C.</span> ; <span
    style="font-variant:small-caps;">Rubart, J.</span> ; <span style="font-variant:small-caps;">ACM
    Press</span> (Hrsg.): <i>Proceedings of the 7th Workshop on Human Factors in Hypertext
    (HUMAN’24)</i>. New York : ACM, 2024'
  havard: C. Atzenbeck, J. Rubart, ACM Press, eds., Proceedings of the 7th Workshop
    on Human Factors in Hypertext (HUMAN’24), ACM, New York, 2024.
  ieee: 'C. Atzenbeck, J. Rubart, and ACM Press, Eds., <i>Proceedings of the 7th Workshop
    on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM, 2024.'
  mla: Atzenbeck, Claus, et al., editors. <i>Proceedings of the 7th Workshop on Human
    Factors in Hypertext (HUMAN’24)</i>. ACM, 2024.
  short: C. Atzenbeck, J. Rubart, ACM Press, eds., Proceedings of the 7th Workshop
    on Human Factors in Hypertext (HUMAN’24), ACM, New York, 2024.
  ufg: '<i>Atzenbeck, Claus</i>/<i>Rubart, Jessica</i>, <i>ACM Press</i>: Proceedings
    of the 7th Workshop on Human Factors in Hypertext (HUMAN’24), New York 2024.'
  van: 'Atzenbeck C, Rubart J, ACM Press, editors. Proceedings of the 7th Workshop
    on Human Factors in Hypertext (HUMAN’24). New York: ACM; 2024.'
conference:
  end_date: 2024-09-13
  location: Poznan, Poland
  name: 35th ACM Conference on Hypertext and Social Media (HT)
  start_date: 2024-09-10
corporate_editor:
- ACM Press
date_created: 2025-01-19T17:31:33Z
date_updated: 2025-06-25T13:07:05Z
department:
- _id: DEP8008
- _id: DEP8000
editor:
- first_name: Claus
  full_name: Atzenbeck, Claus
  last_name: Atzenbeck
- first_name: Jessica
  full_name: Rubart, Jessica
  id: '45672'
  last_name: Rubart
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/proceedings/10.1145/3679058
oa: '1'
place: New York
publication_identifier:
  isbn:
  - 979-8-4007-1120-6
  - 979-8-4007-0595-3
publication_status: published
publisher: ACM
status: public
title: Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN'24)
type: conference_editor
user_id: '83781'
year: '2024'
...
---
_id: '12383'
abstract:
- lang: eng
  text: Data stories are about revealing and communicating insights from complex data.
    In this paper, we propose conversational data stories, which support end users
    in understanding the key findings of the data analysis at hand by natural language
    conversation. Creating these stories manually means to put a lot of effort into
    understanding the data and crafting visuals. With increasingly powerful generative
    large language models (LLMs), natural language processing as well as automating
    the creation of data stories is a promising field. We present a concept for a
    conversational data storytelling system that integrates LLMs as well as explainable
    AI. We present the collected requirements for our system concept and how the requirements
    are addressed. To show the potential of our approach, we provide a use case scenario
    and a discussion in this paper. This is supposed to serve as a basis for future
    research that will aim at investigating the technical reliability and the user
    experience of such a system.
author:
- first_name: Valentin
  full_name: Grimm, Valentin
  id: '74000'
  last_name: Grimm
- first_name: Jessica
  full_name: Rubart, Jessica
  id: '45672'
  last_name: Rubart
- first_name: Patrick
  full_name: Söhlke, Patrick
  id: '71784'
  last_name: Söhlke
citation:
  ama: Grimm V, Rubart J, Söhlke P. <i>Conversational Data Stories</i>. (Atzenbeck
    C, Rubart J, ACM, eds.). ACM; 2024:6. doi:<a href="https://doi.org/10.1145/3679058.3688631">10.1145/3679058.3688631</a>
  apa: Grimm, V., Rubart, J., &#38; Söhlke, P. (2024). Conversational Data Stories.
    In C. Atzenbeck, J. Rubart, &#38; ACM (Eds.), <i>Proceedings of the 7th Workshop
    on Human Factors in Hypertext (HUMAN’24)</i> (p. 6). ACM. <a href="https://doi.org/10.1145/3679058.3688631">https://doi.org/10.1145/3679058.3688631</a>
  bjps: '<b>Grimm V, Rubart J and Söhlke P</b> (2024) <i>Conversational Data Stories</i>,
    Atzenbeck C, Rubart J, and ACM (eds). New York: ACM.'
  chicago: 'Grimm, Valentin, Jessica Rubart, and Patrick Söhlke. <i>Conversational
    Data Stories</i>. Edited by Claus Atzenbeck, Jessica Rubart, and ACM. <i>Proceedings
    of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM,
    2024. <a href="https://doi.org/10.1145/3679058.3688631">https://doi.org/10.1145/3679058.3688631</a>.'
  chicago-de: 'Grimm, Valentin, Jessica Rubart und Patrick Söhlke. 2024. <i>Conversational
    Data Stories</i>. Hg. von Claus Atzenbeck, Jessica Rubart, und ACM. <i>Proceedings
    of the 7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>. New York: ACM.
    doi:<a href="https://doi.org/10.1145/3679058.3688631">10.1145/3679058.3688631</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Grimm, Valentin</span> ; <span
    style="font-variant:small-caps;">Rubart, Jessica</span> ; <span style="font-variant:small-caps;">Söhlke,
    Patrick</span> ; <span style="font-variant:small-caps;">Atzenbeck, C.</span> ;
    <span style="font-variant:small-caps;">Rubart, J.</span> ; <span style="font-variant:small-caps;">ACM</span>
    (Hrsg.): <i>Conversational Data Stories</i>. New York : ACM, 2024'
  havard: V. Grimm, J. Rubart, P. Söhlke, Conversational Data Stories, ACM, New York,
    2024.
  ieee: 'V. Grimm, J. Rubart, and P. Söhlke, <i>Conversational Data Stories</i>. New
    York: ACM, 2024, p. 6. doi: <a href="https://doi.org/10.1145/3679058.3688631">10.1145/3679058.3688631</a>.'
  mla: Grimm, Valentin, et al. “Conversational Data Stories.” <i>Proceedings of the
    7th Workshop on Human Factors in Hypertext (HUMAN’24)</i>, edited by Claus Atzenbeck
    et al., ACM, 2024, p. 6, <a href="https://doi.org/10.1145/3679058.3688631">https://doi.org/10.1145/3679058.3688631</a>.
  short: V. Grimm, J. Rubart, P. Söhlke, Conversational Data Stories, ACM, New York,
    2024.
  ufg: '<b>Grimm, Valentin/Rubart, Jessica/Söhlke, Patrick</b>: Conversational Data
    Stories, hg. von Atzenbeck, Claus/Rubart, Jessica, ACM, New York 2024.'
  van: 'Grimm V, Rubart J, Söhlke P. Conversational Data Stories. Atzenbeck C, Rubart
    J, ACM, editors. Proceedings of the 7th Workshop on Human Factors in Hypertext
    (HUMAN’24). New York: ACM; 2024.'
conference:
  end_date: 2024-09-13
  location: Poznan Poland
  name: 7th Workshop on Human Factors in Hypertext (HUMAN)
  start_date: 2024-09-10
corporate_editor:
- ACM
date_created: 2025-01-21T13:23:17Z
date_updated: 2025-06-25T13:08:04Z
department:
- _id: DEP8000
- _id: DEP8008
doi: 10.1145/3679058.3688631
editor:
- first_name: Claus
  full_name: Atzenbeck, Claus
  last_name: Atzenbeck
- first_name: Jessica
  full_name: Rubart, Jessica
  id: '45672'
  last_name: Rubart
keyword:
- Data Storytelling
- Conversational Assistant
- Conversational Data Storytelling
- Explainable AI
language:
- iso: eng
page: '6'
place: New York
publication: Proceedings of the 7th Workshop on Human Factors in Hypertext (HUMAN'24)
publication_identifier:
  isbn:
  - 979-8-4007-1120-6
publication_status: published
publisher: ACM
status: public
title: Conversational Data Stories
type: conference_editor_article
user_id: '83781'
year: '2024'
...