---
_id: '10962'
abstract:
- lang: eng
  text: The increasing number of product artifacts (e.g., mechanical or electronic
    components, software functions, documents) confronts small and medium-sized companies
    with the challenge of assessing change effects. The lack of knowledge of artifact
    relationships causes problems, such as outdated documentation, lack of coordination
    with affected disciplines, or delayed changes. The Design Structure Matrix (DSM)
    can clearly represent the elements and relationships of complex systems. This
    paper presents an assistance system for intuitive visualization of engineering
    change effects using existing DSM-based methods for complexity management. The
    implemented algorithms compute graph layouts, cluster analyses, and change predictions
    in the form of change risk, time, and cost. An application example of a 3D-printed
    intelligent lamp demonstrates the approach's viability. The paper concludes with
    a discussion of the benefits and future activities.
author:
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '75846'
  last_name: Herrmann
- first_name: Sven
  full_name: Tackenberg, Sven
  id: '71470'
  last_name: Tackenberg
- first_name: Christoph
  full_name: Trojanowski, Christoph
  last_name: Trojanowski
- first_name: Carolin
  full_name: Pankrath, Carolin
  last_name: Pankrath
- first_name: Sebastian
  full_name: Imort, Sebastian
  id: '74291'
  last_name: Imort
- first_name: Andreas
  full_name: Deuter, Andreas
  id: '62088'
  last_name: Deuter
  orcid: 0000-0002-6529-6215
citation:
  ama: Herrmann JP, Tackenberg S, Trojanowski C, Pankrath C, Imort S, Deuter A. <i>Assistance
    System for Graph-Based 3D Visualization of Design Structure Matrices</i>. (Stowe
    H, Browning TR, Eppinger SD, et al., eds.). The Design Society; 2023:58-67. doi:<a
    href="https://doi.org/10.35199/dsm2023.07">10.35199/dsm2023.07</a>
  apa: 'Herrmann, J.-P., Tackenberg, S., Trojanowski, C., Pankrath, C., Imort, S.,
    &#38; Deuter, A. (2023). Assistance System for graph-based 3D Visualization of
    Design Structure Matrices. In H. Stowe, T. R. Browning, S. D. Eppinger, J. Trauer,
    C. Langner, M. Kreimeyer, O. Isaksson, M. Panarotto, &#38; A. Brahma (Eds.), <i>DS
    126: Proceedings of the 25th International DSM Conference (DSM 2023)</i> (pp.
    58–67). The Design Society. <a href="https://doi.org/10.35199/dsm2023.07">https://doi.org/10.35199/dsm2023.07</a>'
  bjps: <b>Herrmann J-P <i>et al.</i></b> (2023) <i>Assistance System for Graph-Based
    3D Visualization of Design Structure Matrices</i>, Stowe H et al. (eds). The Design
    Society.
  chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Christoph Trojanowski, Carolin
    Pankrath, Sebastian Imort, and Andreas Deuter. <i>Assistance System for Graph-Based
    3D Visualization of Design Structure Matrices</i>. Edited by Harold Stowe, Tyson
    R. Browning, Steven D. Eppinger, Jakob Trauer, Christopher Langner, Matthias Kreimeyer,
    Ola Isaksson, Massimo Panarotto, and Arindam Brahma. <i>DS 126: Proceedings of
    the 25th International DSM Conference (DSM 2023)</i>. The Design Society, 2023.
    <a href="https://doi.org/10.35199/dsm2023.07">https://doi.org/10.35199/dsm2023.07</a>.'
  chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Christoph Trojanowski, Carolin
    Pankrath, Sebastian Imort und Andreas Deuter. 2023. <i>Assistance System for graph-based
    3D Visualization of Design Structure Matrices</i>. Hg. von Harold Stowe, Tyson
    R. Browning, Steven D. Eppinger, Jakob Trauer, Christopher Langner, Matthias Kreimeyer,
    Ola Isaksson, Massimo Panarotto, und Arindam Brahma. <i>DS 126: Proceedings of
    the 25th International DSM Conference (DSM 2023)</i>. The Design Society. doi:<a
    href="https://doi.org/10.35199/dsm2023.07">10.35199/dsm2023.07</a>, .'
  din1505-2-1: '<span style="font-variant:small-caps;">Herrmann, Jan-Phillip</span>
    ; <span style="font-variant:small-caps;">Tackenberg, Sven</span> ; <span style="font-variant:small-caps;">Trojanowski,
    Christoph</span> ; <span style="font-variant:small-caps;">Pankrath, Carolin</span>
    ; <span style="font-variant:small-caps;">Imort, Sebastian</span> ; <span style="font-variant:small-caps;">Deuter,
    Andreas</span> ; <span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Stowe,
    H.</span> ; <span style="font-variant:small-caps;">Browning, T. R.</span> ; <span
    style="font-variant:small-caps;">Eppinger, S. D.</span> ; <span style="font-variant:small-caps;">Trauer,
    J.</span> ; <span style="font-variant:small-caps;">Langner, C.</span> ; <span
    style="font-variant:small-caps;">Kreimeyer, M.</span> ; <span style="font-variant:small-caps;">Isaksson,
    O.</span> ; <span style="font-variant:small-caps;">Panarotto, M.</span> ; u. a.</span>
    (Hrsg.): <i>Assistance System for graph-based 3D Visualization of Design Structure
    Matrices</i> : The Design Society, 2023'
  havard: J.-P. Herrmann, S. Tackenberg, C. Trojanowski, C. Pankrath, S. Imort, A.
    Deuter, Assistance System for graph-based 3D Visualization of Design Structure
    Matrices, The Design Society, 2023.
  ieee: 'J.-P. Herrmann, S. Tackenberg, C. Trojanowski, C. Pankrath, S. Imort, and
    A. Deuter, <i>Assistance System for graph-based 3D Visualization of Design Structure
    Matrices</i>. The Design Society, 2023, pp. 58–67. doi: <a href="https://doi.org/10.35199/dsm2023.07">10.35199/dsm2023.07</a>.'
  mla: 'Herrmann, Jan-Phillip, et al. “Assistance System for Graph-Based 3D Visualization
    of Design Structure Matrices.” <i>DS 126: Proceedings of the 25th International
    DSM Conference (DSM 2023)</i>, edited by Harold Stowe et al., The Design Society,
    2023, pp. 58–67, <a href="https://doi.org/10.35199/dsm2023.07">https://doi.org/10.35199/dsm2023.07</a>.'
  short: J.-P. Herrmann, S. Tackenberg, C. Trojanowski, C. Pankrath, S. Imort, A.
    Deuter, Assistance System for Graph-Based 3D Visualization of Design Structure
    Matrices, The Design Society, 2023.
  ufg: '<b>Herrmann, Jan-Phillip u. a.</b>: Assistance System for graph-based 3D Visualization
    of Design Structure Matrices, hg. von Stowe, Harold u. a., o. O. 2023.'
  van: 'Herrmann JP, Tackenberg S, Trojanowski C, Pankrath C, Imort S, Deuter A. Assistance
    System for graph-based 3D Visualization of Design Structure Matrices. Stowe H,
    Browning TR, Eppinger SD, Trauer J, Langner C, Kreimeyer M, et al., editors. DS
    126: Proceedings of the 25th International DSM Conference (DSM 2023). The Design
    Society; 2023.'
conference:
  end_date: 2023-10-05
  location: Gothenburg, Sweden
  name: 25th International Dependency and Structure Modeling Conference (DSM)
  start_date: 2023-10-03
date_created: 2024-01-24T10:17:16Z
date_updated: 2025-06-26T07:55:50Z
department:
- _id: DEP7022
- _id: DEP1306
- _id: DEP7001
doi: 10.35199/dsm2023.07
editor:
- first_name: Harold
  full_name: Stowe, Harold
  last_name: Stowe
- first_name: Tyson R.
  full_name: Browning, Tyson R.
  last_name: Browning
- first_name: Steven D.
  full_name: Eppinger, Steven D.
  last_name: Eppinger
- first_name: Jakob
  full_name: Trauer, Jakob
  last_name: Trauer
- first_name: Christopher
  full_name: Langner, Christopher
  last_name: Langner
- first_name: Matthias
  full_name: Kreimeyer, Matthias
  last_name: Kreimeyer
- first_name: Ola
  full_name: Isaksson, Ola
  last_name: Isaksson
- first_name: Massimo
  full_name: Panarotto, Massimo
  last_name: Panarotto
- first_name: Arindam
  full_name: Brahma, Arindam
  last_name: Brahma
keyword:
- Graph-based Visualization
- Assistance System
- Engineering Change Management
- Complexity Management
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.designsociety.org/download-publication/46879/Assistance+System+for+graph-based+3D+Visualization+of+Design+Structure+Matrices
oa: '1'
page: 58-67
publication: 'DS 126: Proceedings of the 25th International DSM Conference (DSM 2023)'
publication_status: published
publisher: The Design Society
status: public
title: Assistance System for graph-based 3D Visualization of Design Structure Matrices
type: conference_editor_article
user_id: '83781'
year: '2023'
...
---
_id: '13010'
abstract:
- lang: eng
  text: Especially in highly interdisciplinary fields such as automation engineering,
    contemporary programming education with tailored assignments and individual feedback
    is a major challenge for educational institutions due to the increasing number
    of students per teacher and the ever-increasing demand for computer science professionals.
    To address this gap, we present ”KIAAA” an AI Assistant for Automation Engineering
    Teaching, a work-in-progress approach for an integrated, customized, and AI-based
    learning support system for automation and programming courses based on instructor-defined
    course objectives. Thereby in the KIAAA system, the individual knowledge level
    of the students is determined and individually tailored virtual learning scenarios
    are generated based on the knowledge and learning profile of the students. These
    are iteratively adapted based on the answers given. To achieve this, KIAAA uses
    several AI components, a hybrid rule-based scenario generation component, a Help-DKT-based
    cognitive model, and a solution assessor that uses a combination of traditional
    code analysis methods and AI-based analyses methods for automated programming
    task assessment. These components are the main parts of KIAAA to generate customized
    programming scenarios as well as visualization and simulation based on a modern
    game and physics engine.
author:
- first_name: Sebastian
  full_name: Eilermann, Sebastian
  last_name: Eilermann
- first_name: Leon
  full_name: Wehmeier, Leon
  id: '81257'
  last_name: Wehmeier
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
- first_name: Andreas
  full_name: Deuter, Andreas
  id: '62088'
  last_name: Deuter
  orcid: 0000-0002-6529-6215
citation:
  ama: 'Eilermann S, Wehmeier L, Niggemann O, Deuter A. <i>KIAAA: An AI Assistant
    for Teaching Programming in the Field of Automation</i>. (Jasperneite J, IEEE
    International Conference on Industrial Informatics , Institute of Electrical and
    Electronics Engineers, eds.). IEEE; 2023. doi:<a href="https://doi.org/10.1109/indin51400.2023.10218157">10.1109/indin51400.2023.10218157</a>'
  apa: 'Eilermann, S., Wehmeier, L., Niggemann, O., &#38; Deuter, A. (2023). KIAAA:
    An AI Assistant for Teaching Programming in the Field of Automation. In J. Jasperneite,
    IEEE International Conference on Industrial Informatics , &#38; Institute of Electrical
    and Electronics Engineers (Eds.), <i>2023 IEEE 21st International Conference on
    Industrial Informatics (INDIN)</i>. IEEE. <a href="https://doi.org/10.1109/indin51400.2023.10218157">https://doi.org/10.1109/indin51400.2023.10218157</a>'
  bjps: '<b>Eilermann S <i>et al.</i></b> (2023) <i>KIAAA: An AI Assistant for Teaching
    Programming in the Field of Automation</i>, Jasperneite J, IEEE International
    Conference on Industrial Informatics , and Institute of Electrical and Electronics
    Engineers (eds). [Piscataway, NJ]: IEEE.'
  chicago: 'Eilermann, Sebastian, Leon Wehmeier, Oliver Niggemann, and Andreas Deuter.
    <i>KIAAA: An AI Assistant for Teaching Programming in the Field of Automation</i>.
    Edited by Jürgen Jasperneite, IEEE International Conference on Industrial Informatics
    , and Institute of Electrical and Electronics Engineers. <i>2023 IEEE 21st International
    Conference on Industrial Informatics (INDIN)</i>. [Piscataway, NJ]: IEEE, 2023.
    <a href="https://doi.org/10.1109/indin51400.2023.10218157">https://doi.org/10.1109/indin51400.2023.10218157</a>.'
  chicago-de: 'Eilermann, Sebastian, Leon Wehmeier, Oliver Niggemann und Andreas Deuter.
    2023. <i>KIAAA: An AI Assistant for Teaching Programming in the Field of Automation</i>.
    Hg. von Jürgen Jasperneite, IEEE International Conference on Industrial Informatics
    , und Institute of Electrical and Electronics Engineers. <i>2023 IEEE 21st International
    Conference on Industrial Informatics (INDIN)</i>. [Piscataway, NJ]: IEEE. doi:<a
    href="https://doi.org/10.1109/indin51400.2023.10218157">10.1109/indin51400.2023.10218157</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Eilermann, Sebastian</span>
    ; <span style="font-variant:small-caps;">Wehmeier, Leon</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span> ; <span style="font-variant:small-caps;">Deuter, Andreas</span>
    ; <span style="font-variant:small-caps;">Jasperneite, J.</span> ; <span style="font-variant:small-caps;">IEEE
    International Conference on Industrial Informatics </span> ; <span style="font-variant:small-caps;">Institute
    of Electrical and Electronics Engineers</span> (Hrsg.): <i>KIAAA: An AI Assistant
    for Teaching Programming in the Field of Automation</i>. [Piscataway, NJ] : IEEE,
    2023'
  havard: 'S. Eilermann, L. Wehmeier, O. Niggemann, A. Deuter, KIAAA: An AI Assistant
    for Teaching Programming in the Field of Automation, IEEE, [Piscataway, NJ], 2023.'
  ieee: 'S. Eilermann, L. Wehmeier, O. Niggemann, and A. Deuter, <i>KIAAA: An AI Assistant
    for Teaching Programming in the Field of Automation</i>. [Piscataway, NJ]: IEEE,
    2023. doi: <a href="https://doi.org/10.1109/indin51400.2023.10218157">10.1109/indin51400.2023.10218157</a>.'
  mla: 'Eilermann, Sebastian, et al. “KIAAA: An AI Assistant for Teaching Programming
    in the Field of Automation.” <i>2023 IEEE 21st International Conference on Industrial
    Informatics (INDIN)</i>, edited by Jürgen Jasperneite et al., IEEE, 2023, <a href="https://doi.org/10.1109/indin51400.2023.10218157">https://doi.org/10.1109/indin51400.2023.10218157</a>.'
  short: 'S. Eilermann, L. Wehmeier, O. Niggemann, A. Deuter, KIAAA: An AI Assistant
    for Teaching Programming in the Field of Automation, IEEE, [Piscataway, NJ], 2023.'
  ufg: '<b>Eilermann, Sebastian u. a.</b>: KIAAA: An AI Assistant for Teaching Programming
    in the Field of Automation, hg. von Jasperneite, Jürgen/IEEE International Conference
    on Industrial Informatics , Institute of Electrical and Electronics Engineers,
    [Piscataway, NJ] 2023.'
  van: 'Eilermann S, Wehmeier L, Niggemann O, Deuter A. KIAAA: An AI Assistant for
    Teaching Programming in the Field of Automation. Jasperneite J, IEEE International
    Conference on Industrial Informatics , Institute of Electrical and Electronics
    Engineers, editors. 2023 IEEE 21st International Conference on Industrial Informatics
    (INDIN). [Piscataway, NJ]: IEEE; 2023.'
conference:
  end_date: 2023-07-20
  location: Lemgo
  name: 21st International Conference on Industrial Informatics (INDIN)
  start_date: 2023-07-18
corporate_editor:
- 'IEEE International Conference on Industrial Informatics '
- Institute of Electrical and Electronics Engineers
date_created: 2025-06-24T09:24:47Z
date_updated: 2025-06-24T09:38:24Z
department:
- _id: DEP7022
- _id: DEP1306
- _id: DEP7001
doi: 10.1109/indin51400.2023.10218157
editor:
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
keyword:
- Visualization
- Automation
- Education
- Games
- Hybrid power systems
- Task analysis
- Artificial intelligence
language:
- iso: eng
place: '[Piscataway, NJ]'
publication: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN)
publication_identifier:
  eisbn:
  - 978-1-6654-9313-0
  isbn:
  - 978-1-6654-9314-7
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: 'KIAAA: An AI Assistant for Teaching Programming in the Field of Automation'
type: conference_editor_article
user_id: '83781'
year: '2023'
...
---
_id: '682'
abstract:
- lang: eng
  text: Well-designed interactive visualizations help users gaining insights into
    an organization's data and, finally, making decisions. In the Business Intelligence
    (BI) context, the most popular visualization approach is dashboards, which combine
    multiple visual components, such as charts, on a single view. Well-founded decisions
    require the collaboration of several analysts, such as domain experts, line-of-business
    managers, or key suppliers. For face-to-face collaboration settings, multi-display
    environments and smart meeting rooms have improved. In the BI context, support
    for boardrooms is being discussed for this setting. In this paper, we propose
    annotation dashboards, based on a multitouch and multiuser interaction approach,
    which are integrated in a multi-display environment constituting a BI digital
    boardroom. In addition, means of semantic navigation help business users to easily
    get insights into business context information.
author:
- first_name: Jessica
  full_name: Rubart, Jessica
  id: '45672'
  last_name: Rubart
- first_name: Benjamin
  full_name: Lietzau, Benjamin
  id: '58387'
  last_name: Lietzau
- first_name: Patrick
  full_name: Soehlke, Patrick
  last_name: Soehlke
- first_name: Bastian
  full_name: Alex, Bastian
  last_name: Alex
- first_name: Stephan
  full_name: Becker, Stephan
  last_name: Becker
- first_name: Tim
  full_name: Wienboeker, Tim
  last_name: Wienboeker
citation:
  ama: 'Rubart J, Lietzau B, Soehlke P, Alex B, Becker S, Wienboeker T. Semantic Navigation
    and Discussion in a Digital Boardroom. In: <i>2017 IEEE 11th International Conference
    on Semantic Computing (ICSC)</i>. IEEE; 2017. doi:<a href="https://doi.org/10.1109/icsc.2017.39">10.1109/icsc.2017.39</a>'
  apa: 'Rubart, J., Lietzau, B., Soehlke, P., Alex, B., Becker, S., &#38; Wienboeker,
    T. (2017). Semantic Navigation and Discussion in a Digital Boardroom. In <i>2017
    IEEE 11th International Conference on Semantic Computing (ICSC)</i>. San Diego,
    CA, USA: IEEE. <a href="https://doi.org/10.1109/icsc.2017.39">https://doi.org/10.1109/icsc.2017.39</a>'
  bjps: <b>Rubart J <i>et al.</i></b> (2017) Semantic Navigation and Discussion in
    a Digital Boardroom. <i>2017 IEEE 11th International Conference on Semantic Computing
    (ICSC)</i>. IEEE.
  chicago: Rubart, Jessica, Benjamin Lietzau, Patrick Soehlke, Bastian Alex, Stephan
    Becker, and Tim Wienboeker. “Semantic Navigation and Discussion in a Digital Boardroom.”
    In <i>2017 IEEE 11th International Conference on Semantic Computing (ICSC)</i>.
    IEEE, 2017. <a href="https://doi.org/10.1109/icsc.2017.39">https://doi.org/10.1109/icsc.2017.39</a>.
  chicago-de: 'Rubart, Jessica, Benjamin Lietzau, Patrick Soehlke, Bastian Alex, Stephan
    Becker und Tim Wienboeker. 2017. Semantic Navigation and Discussion in a Digital
    Boardroom. In: <i>2017 IEEE 11th International Conference on Semantic Computing
    (ICSC)</i>. IEEE. doi:<a href="https://doi.org/10.1109/icsc.2017.39,">10.1109/icsc.2017.39,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Rubart, Jessica</span> ; <span
    style="font-variant:small-caps;">Lietzau, Benjamin</span> ; <span style="font-variant:small-caps;">Soehlke,
    Patrick</span> ; <span style="font-variant:small-caps;">Alex, Bastian</span> ;
    <span style="font-variant:small-caps;">Becker, Stephan</span> ; <span style="font-variant:small-caps;">Wienboeker,
    Tim</span>: Semantic Navigation and Discussion in a Digital Boardroom. In: <i>2017
    IEEE 11th International Conference on Semantic Computing (ICSC)</i> : IEEE, 2017'
  havard: 'J. Rubart, B. Lietzau, P. Soehlke, B. Alex, S. Becker, T. Wienboeker, Semantic
    Navigation and Discussion in a Digital Boardroom, in: 2017 IEEE 11th International
    Conference on Semantic Computing (ICSC), IEEE, 2017.'
  ieee: J. Rubart, B. Lietzau, P. Soehlke, B. Alex, S. Becker, and T. Wienboeker,
    “Semantic Navigation and Discussion in a Digital Boardroom,” in <i>2017 IEEE 11th
    International Conference on Semantic Computing (ICSC)</i>, San Diego, CA, USA,
    2017.
  mla: Rubart, Jessica, et al. “Semantic Navigation and Discussion in a Digital Boardroom.”
    <i>2017 IEEE 11th International Conference on Semantic Computing (ICSC)</i>, IEEE,
    2017, doi:<a href="https://doi.org/10.1109/icsc.2017.39">10.1109/icsc.2017.39</a>.
  short: 'J. Rubart, B. Lietzau, P. Soehlke, B. Alex, S. Becker, T. Wienboeker, in:
    2017 IEEE 11th International Conference on Semantic Computing (ICSC), IEEE, 2017.'
  ufg: '<b>Rubart, Jessica et. al. (2017)</b>: Semantic Navigation and Discussion
    in a Digital Boardroom, in: <i>2017 IEEE 11th International Conference on Semantic
    Computing (ICSC)</i>.'
  van: 'Rubart J, Lietzau B, Soehlke P, Alex B, Becker S, Wienboeker T. Semantic Navigation
    and Discussion in a Digital Boardroom. In: 2017 IEEE 11th International Conference
    on Semantic Computing (ICSC). IEEE; 2017.'
conference:
  end_date: 2017-02-01
  location: San Diego, CA, USA
  name: 11th International Conference on Semantic Computing
  start_date: 2017-01-30
date_created: 2019-03-06T16:03:57Z
date_updated: 2023-03-15T13:50:08Z
department:
- _id: DEP1305
- _id: DEP8008
- _id: DEP8000
doi: 10.1109/icsc.2017.39
keyword:
- Semantics
- Data visualization
- Navigation
- Collaboration
- Context
- Business intelligence
- Digital Boardroom
- Multitouch and Multiuser Interaction
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/7889551
publication: 2017 IEEE 11th International Conference on Semantic Computing (ICSC)
publication_identifier:
  eisbn:
  - 978-1-5090-4284-5
  isbn:
  - '978-1-5090-4285-2 '
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Semantic Navigation and Discussion in a Digital Boardroom
type: conference
user_id: '45672'
year: 2017
...
---
_id: '4336'
abstract:
- lang: eng
  text: "Prolonged life expectancy along with the increasing complexity of medicine
    and health services raises health costs worldwide dramatically. Whilst the smart
    health concept has much potential to support the concept of the emerging P4-medicine
    (preventive, participatory, predictive, and personalized), such high-tech medicine
    produces large amounts of high-dimensional, weakly-structured data sets and massive
    amounts of unstructured information. All these technological approaches along
    with “big data” are turning the medical sciences into a data-intensive science.
    To keep pace with the growing amounts of complex data, smart hospital approaches
    are a commandment of the future, necessitating context aware computing along with
    advanced interaction paradigms in new physical-digital ecosystems.\r\n\r\nThe
    very successful synergistic combination of methodologies and approaches from Human-Computer
    Interaction (HCI) and Knowledge Discovery and Data Mining (KDD) offers ideal conditions
    for the vision to support human intelligence with machine learning.\r\n\r\nThe
    papers selected for this volume focus on hot topics in smart health; they discuss
    open problems and future challenges in order to provide a research agenda to stimulate
    further research and progress."
citation:
  ama: 'Holzinger A, Röcker C, Ziefle M, eds. <i>Smart Health: Open Problems and Future
    Challenges</i>. Vol 8700. Heidelberg: Springer; 2015. doi:<a href="https://doi.org/10.1007/978-3-319-16226-3">10.1007/978-3-319-16226-3</a>'
  apa: 'Holzinger, A., Röcker, C., &#38; Ziefle, M. (Eds.). (2015). <i>Smart Health:
    Open Problems and Future Challenges</i> (Vol. 8700). Heidelberg: Springer. <a
    href="https://doi.org/10.1007/978-3-319-16226-3">https://doi.org/10.1007/978-3-319-16226-3</a>'
  bjps: '<b>Holzinger A, Röcker C and Ziefle M (eds)</b> (2015) <i>Smart Health: Open
    Problems and Future Challenges</i>. Heidelberg: Springer.'
  chicago: 'Holzinger, Andreas, Carsten Röcker, and Martina Ziefle, eds. <i>Smart
    Health: Open Problems and Future Challenges</i>. Vol. 8700. Lecture Notes in Computer
    Science /  Information Systems and Applications, Incl. Internet/Web, and HCI.
    Heidelberg: Springer, 2015. <a href="https://doi.org/10.1007/978-3-319-16226-3">https://doi.org/10.1007/978-3-319-16226-3</a>.'
  chicago-de: 'Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015.
    <i>Smart Health: Open Problems and Future Challenges</i>. Bd. 8700. Lecture Notes
    in Computer Science /  Information Systems and Applications, incl. Internet/Web,
    and HCI. Heidelberg: Springer. doi:<a href="https://doi.org/10.1007/978-3-319-16226-3,">10.1007/978-3-319-16226-3,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Holzinger, A.</span> ; <span
    style="font-variant:small-caps;">Röcker, C.</span> ; <span style="font-variant:small-caps;">Ziefle,
    M.</span> (Hrsg.): <i>Smart Health: Open Problems and Future Challenges</i>, <i>Lecture
    Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web,
    and HCI</i>. Bd. 8700. Heidelberg : Springer, 2015'
  havard: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
    Future Challenges, Springer, Heidelberg, 2015.'
  ieee: 'A. Holzinger, C. Röcker, and M. Ziefle, Eds., <i>Smart Health: Open Problems
    and Future Challenges</i>, vol. 8700. Heidelberg: Springer, 2015.'
  mla: 'Holzinger, Andreas, et al., editors. <i>Smart Health: Open Problems and Future
    Challenges</i>. Vol. 8700, Springer, 2015, doi:<a href="https://doi.org/10.1007/978-3-319-16226-3">10.1007/978-3-319-16226-3</a>.'
  short: 'A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and
    Future Challenges, Springer, Heidelberg, 2015.'
  ufg: '<b>Holzinger, Andreas et. al. (Hgg.) (2015)</b>: Smart Health: Open Problems
    and Future Challenges (=<i>Lecture Notes in Computer Science /  Information Systems
    and Applications, incl. Internet/Web, and HCI 8700</i>), Heidelberg.'
  van: 'Holzinger A, Röcker C, Ziefle M, editors. Smart Health: Open Problems and
    Future Challenges. Heidelberg: Springer; 2015. 275 p. (Lecture Notes in Computer
    Science /  Information Systems and Applications, incl. Internet/Web, and HCI;
    vol. 8700).'
date_created: 2021-01-08T12:03:52Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-16226-3
editor:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Martina
  full_name: Ziefle, Martina
  last_name: Ziefle
intvolume: '      8700'
keyword:
- HCI
- ambient assisted living
- big data
- computational intelligence
- context awareness
- data centric medicine
- decision support
- interactive data mining
- keyword detection
- knoweldge bases
- knoweldge discovery
- machine learning
- medical decision support
- medical informatics
- natural language processing
- pervasive health
- smart home
- ubiquitous computing
- visualization
- wearable sensors
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: 'http://www.springerlink.com/content/978-3-319-16226-3 '
oa: '1'
page: '275'
place: Heidelberg
publication_identifier:
  eisbn:
  - 978-3-319-16226-3
  eissn:
  - 1611-3349
  isbn:
  - 978-3-319-16225-6
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science /  Information Systems and Applications,
  incl. Internet/Web, and HCI
status: public
title: 'Smart Health: Open Problems and Future Challenges'
type: book_editor
user_id: '15514'
volume: 8700
year: 2015
...
---
_id: '4371'
abstract:
- lang: eng
  text: 'A major challenge in modern data-centric medicine is the increasing amount
    of time-dependent data, which requires efficient user-friendly solutions for dealing
    with such data. To create an effective and efficient knowledge discovery process,
    it is important to support common data manipulation tasks by creating quick, responsive
    and intuitive interaction methods. In this paper we describe some methods for
    interactive longitudinal data visualization with focus on the usage of mobile
    multi-touch devices as interaction medium, based on our design and development
    experiences. We argue that when it comes to longitudinal data this device category
    offers remarkable additional interaction benefits compared to standard point-and-click
    desktop computer devices. An important advantage of multi-touch devices arises
    when interacting with particularly large longitudinal data sets: Complex, coupled
    interactions such as zooming into a region and scrolling around almost simultaneously
    is more easily achieved with the possibilities of a multi-touch device than compared
    to a regular mouse-based interaction device.'
author:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
- first_name: Michael
  full_name: Schwarz, Michael
  last_name: Schwarz
- first_name: Bernhard
  full_name: Ofner, Bernhard
  last_name: Ofner
- first_name: Fleur
  full_name: Jeanquartier, Fleur
  last_name: Jeanquartier
- first_name: Andre
  full_name: Calero-Valdez, Andre
  last_name: Calero-Valdez
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Martina
  full_name: Ziefle, Martina
  last_name: Ziefle
citation:
  ama: 'Holzinger A, Schwarz M, Ofner B, et al. Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.
    In: Teufel S, Min TA, You I, Weippl E, eds. <i> Availability, Reliability, and
    Security in Information Systems </i>. Vol 8708. Lecture Notes in Computer Science.
    Cham: Springer; 2014:124-137. doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9">10.1007/978-3-319-10975-6_9</a>'
  apa: 'Holzinger, A., Schwarz, M., Ofner, B., Jeanquartier, F., Calero-Valdez, A.,
    Röcker, C., &#38; Ziefle, M. (2014). Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In S. Teufel,
    T. A. Min, I. You, &#38; E. Weippl (Eds.), <i> Availability, Reliability, and
    Security in Information Systems </i> (Vol. 8708, pp. 124–137). Cham: Springer.
    <a href="https://doi.org/10.1007/978-3-319-10975-6_9">https://doi.org/10.1007/978-3-319-10975-6_9</a>'
  bjps: '<b>Holzinger A <i>et al.</i></b> (2014) Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.
    In Teufel S et al. (eds), <i> Availability, Reliability, and Security in Information
    Systems </i>, vol. 8708. Cham: Springer, pp. 124–137.'
  chicago: 'Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier,
    Andre Calero-Valdez, Carsten Röcker, and Martina Ziefle. “Towards Interactive
    Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch
    Tablet Computers.” In <i> Availability, Reliability, and Security in Information
    Systems </i>, edited by Stephanie  Teufel, Tjoa A  Min, Ilsun  You, and Edgar  Weippl,
    8708:124–37. Lecture Notes in Computer Science. Cham: Springer, 2014. <a href="https://doi.org/10.1007/978-3-319-10975-6_9">https://doi.org/10.1007/978-3-319-10975-6_9</a>.'
  chicago-de: 'Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier,
    Andre Calero-Valdez, Carsten Röcker und Martina Ziefle. 2014. Towards Interactive
    Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch
    Tablet Computers. In: <i> Availability, Reliability, and Security in Information
    Systems </i>, hg. von Stephanie  Teufel, Tjoa A  Min, Ilsun  You, und Edgar  Weippl,
    8708:124–137. Lecture Notes in Computer Science. Cham: Springer. doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9,">10.1007/978-3-319-10975-6_9,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Holzinger, Andreas</span> ;
    <span style="font-variant:small-caps;">Schwarz, Michael</span> ; <span style="font-variant:small-caps;">Ofner,
    Bernhard</span> ; <span style="font-variant:small-caps;">Jeanquartier, Fleur</span>
    ; <span style="font-variant:small-caps;">Calero-Valdez, Andre</span> ; <span style="font-variant:small-caps;">Röcker,
    Carsten</span> ; <span style="font-variant:small-caps;">Ziefle, Martina</span>:
    Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery
    on Multi-Touch Tablet Computers. In: <span style="font-variant:small-caps;">Teufel,
    S.</span> ; <span style="font-variant:small-caps;">Min, T. A.</span> ; <span style="font-variant:small-caps;">You,
    I.</span> ; <span style="font-variant:small-caps;">Weippl, E.</span> (Hrsg.):
    <i> Availability, Reliability, and Security in Information Systems </i>, <i>Lecture
    Notes in Computer Science</i>. Bd. 8708. Cham : Springer, 2014, S. 124–137'
  havard: 'A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez,
    C. Röcker, M. Ziefle, Towards Interactive Visualization of Longitudinal Data to
    Support Knowledge Discovery on Multi-Touch Tablet Computers, in: S. Teufel, T.A.
    Min, I. You, E. Weippl (Eds.),  Availability, Reliability, and Security in Information
    Systems , Springer, Cham, 2014: pp. 124–137.'
  ieee: A. Holzinger <i>et al.</i>, “Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,” in <i> Availability,
    Reliability, and Security in Information Systems </i>, Fribourg, Switzerland,
    2014, vol. 8708, pp. 124–137.
  mla: Holzinger, Andreas, et al. “Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.” <i> Availability,
    Reliability, and Security in Information Systems </i>, edited by Stephanie  Teufel
    et al., vol. 8708, Springer, 2014, pp. 124–37, doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9">10.1007/978-3-319-10975-6_9</a>.
  short: 'A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez, C.
    Röcker, M. Ziefle, in: S. Teufel, T.A. Min, I. You, E. Weippl (Eds.),  Availability,
    Reliability, and Security in Information Systems , Springer, Cham, 2014, pp. 124–137.'
  ufg: '<b>Holzinger, Andreas et. al. (2014)</b>: Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,
    in: Stephanie  Teufel et. al. (Hgg.): <i> Availability, Reliability, and Security
    in Information Systems </i> (=<i>Lecture Notes in Computer Science 8708</i>),
    Cham, S. 124–137.'
  van: 'Holzinger A, Schwarz M, Ofner B, Jeanquartier F, Calero-Valdez A, Röcker C,
    et al. Towards Interactive Visualization of Longitudinal Data to Support Knowledge
    Discovery on Multi-Touch Tablet Computers. In: Teufel S, Min TA, You I, Weippl
    E, editors.  Availability, Reliability, and Security in Information Systems .
    Cham: Springer; 2014. p. 124–37. (Lecture Notes in Computer Science; vol. 8708).'
conference:
  end_date: 2014-09-12
  location: Fribourg, Switzerland
  name: 5 International Cross-Domain Conference, CD-ARES 2014 and 4th International
    Workshop on Security and Cognitive Informatics for Homeland Defense, SeCIHD 2014
  start_date: 2014-09-08
date_created: 2021-01-14T10:13:18Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-10975-6_9
editor:
- first_name: 'Stephanie '
  full_name: 'Teufel, Stephanie '
  last_name: Teufel
- first_name: 'Tjoa A '
  full_name: 'Min, Tjoa A '
  last_name: Min
- first_name: 'Ilsun '
  full_name: 'You, Ilsun '
  last_name: You
- first_name: 'Edgar '
  full_name: 'Weippl, Edgar '
  last_name: Weippl
intvolume: '      8708'
keyword:
- Data Visualization
- Longitudinal Data
- Time Series
- Multi-Touch
- Mobile Computing
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 124 - 137
place: Cham
publication: ' Availability, Reliability, and Security in Information Systems '
publication_identifier:
  eisbn:
  - 978-3-319-10975-6
  isbn:
  - 978-3-319-10974-9
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Towards Interactive Visualization of Longitudinal Data to Support Knowledge
  Discovery on Multi-Touch Tablet Computers
type: conference
user_id: '15514'
volume: 8708
year: 2014
...
---
_id: '4378'
abstract:
- lang: eng
  text: The development of a widely applicable automatic motion coaching system requires
    one to address a lot of issues including motion capturing, motion analysis and
    comparison, error detection as well as error feedback. In order to cope with this
    complexity, most existing approaches focus on a specific motion sequence or exercise.
    As a first step towards the development of a more generic system, this paper systematically
    analyzes different error and feedback types. A prototype of a feedback system
    that addresses multiple modalities is presented. The system allows to evaluate
    the applicability of the proposed feedback techniques for arbitrary types of motions
    in a next step.
author:
- first_name: Norimichi
  full_name: Ukita, Norimichi
  last_name: Ukita
- first_name: Daniel
  full_name: Kaulen, Daniel
  last_name: Kaulen
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
citation:
  ama: 'Ukita N, Kaulen D, Röcker C. Towards an Automatic Motion Coaching System:
    Feedback Techniques for Different Types of Motion Errors. In: Holzinger A,  Institute
    for Systems and Technologies of Information, Control and Communication, eds. <i>Proceedings
    of the International Conference on Physiological Computing Systems (PhyCS’14)</i>.
    Vol 1.  [S.l.] :  SCITEPRESS ; 2014:167-172. doi:<a href="https://doi.org/10.5220/0004884901670172">10.5220/0004884901670172</a>'
  apa: 'Ukita, N., Kaulen, D., &#38; Röcker, C. (2014). Towards an Automatic Motion
    Coaching System: Feedback Techniques for Different Types of Motion Errors. In
    A. Holzinger &#38;  Institute for Systems and Technologies of Information, Control
    and Communication (Eds.), <i>Proceedings of the International Conference on Physiological
    Computing Systems (PhyCS’14)</i> (Vol. 1, pp. 167–172).  [S.l.] :  SCITEPRESS
    . <a href="https://doi.org/10.5220/0004884901670172">https://doi.org/10.5220/0004884901670172</a>'
  bjps: '<b>Ukita N, Kaulen D and Röcker C</b> (2014) Towards an Automatic Motion
    Coaching System: Feedback Techniques for Different Types of Motion Errors. In
    Holzinger A and  Institute for Systems and Technologies of Information, Control
    and Communication (eds), <i>Proceedings of the International Conference on Physiological
    Computing Systems (PhyCS’14)</i>, vol. 1.  [S.l.] :  SCITEPRESS , pp. 167–172.'
  chicago: 'Ukita, Norimichi, Daniel Kaulen, and Carsten Röcker. “Towards an Automatic
    Motion Coaching System: Feedback Techniques for Different Types of Motion Errors.”
    In <i>Proceedings of the International Conference on Physiological Computing Systems
    (PhyCS’14)</i>, edited by Andreas Holzinger and  Institute for Systems and Technologies
    of Information, Control and Communication, 1:167–72.  [S.l.] :  SCITEPRESS , 2014.
    <a href="https://doi.org/10.5220/0004884901670172">https://doi.org/10.5220/0004884901670172</a>.'
  chicago-de: 'Ukita, Norimichi, Daniel Kaulen und Carsten Röcker. 2014. Towards an
    Automatic Motion Coaching System: Feedback Techniques for Different Types of Motion
    Errors. In: <i>Proceedings of the International Conference on Physiological Computing
    Systems (PhyCS’14)</i>, hg. von Andreas Holzinger und  Institute for Systems and
    Technologies of Information, Control and Communication, 1:167–172.  [S.l.] :  SCITEPRESS
    . doi:<a href="https://doi.org/10.5220/0004884901670172,">10.5220/0004884901670172,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Ukita, Norimichi</span> ; <span
    style="font-variant:small-caps;">Kaulen, Daniel</span> ; <span style="font-variant:small-caps;">Röcker,
    Carsten</span>: Towards an Automatic Motion Coaching System: Feedback Techniques
    for Different Types of Motion Errors. In: <span style="font-variant:small-caps;">Holzinger,
    A.</span> ; <span style="font-variant:small-caps;"> Institute for Systems and
    Technologies of Information, Control and Communication</span> (Hrsg.): <i>Proceedings
    of the International Conference on Physiological Computing Systems (PhyCS’14)</i>.
    Bd. 1.  [S.l.]  :  SCITEPRESS , 2014, S. 167–172'
  havard: 'N. Ukita, D. Kaulen, C. Röcker, Towards an Automatic Motion Coaching System:
    Feedback Techniques for Different Types of Motion Errors, in: A. Holzinger,  Institute
    for Systems and Technologies of Information, Control and Communication (Eds.),
    Proceedings of the International Conference on Physiological Computing Systems
    (PhyCS’14),  SCITEPRESS ,  [S.l.] , 2014: pp. 167–172.'
  ieee: 'N. Ukita, D. Kaulen, and C. Röcker, “Towards an Automatic Motion Coaching
    System: Feedback Techniques for Different Types of Motion Errors,” in <i>Proceedings
    of the International Conference on Physiological Computing Systems (PhyCS’14)</i>,
    Lisbon, Portugal, 2014, vol. 1, no. PhyCS, pp. 167–172.'
  mla: 'Ukita, Norimichi, et al. “Towards an Automatic Motion Coaching System: Feedback
    Techniques for Different Types of Motion Errors.” <i>Proceedings of the International
    Conference on Physiological Computing Systems (PhyCS’14)</i>, edited by Andreas
    Holzinger and  Institute for Systems and Technologies of Information, Control
    and Communication, vol. 1, no. PhyCS,  SCITEPRESS , 2014, pp. 167–72, doi:<a href="https://doi.org/10.5220/0004884901670172">10.5220/0004884901670172</a>.'
  short: 'N. Ukita, D. Kaulen, C. Röcker, in: A. Holzinger,  Institute for Systems
    and Technologies of Information, Control and Communication (Eds.), Proceedings
    of the International Conference on Physiological Computing Systems (PhyCS’14),  SCITEPRESS
    ,  [S.l.] , 2014, pp. 167–172.'
  ufg: '<b>Ukita, Norimichi et. al. (2014)</b>: Towards an Automatic Motion Coaching
    System: Feedback Techniques for Different Types of Motion Errors, in: Andreas
    Holzinger/ Institute for Systems and Technologies of Information, Control and
    Communication (Hgg.): <i>Proceedings of the International Conference on Physiological
    Computing Systems (PhyCS’14)</i> (=<i> 1</i>),  [S.l.] , S. 167–172.'
  van: 'Ukita N, Kaulen D, Röcker C. Towards an Automatic Motion Coaching System:
    Feedback Techniques for Different Types of Motion Errors. In: Holzinger A,  Institute
    for Systems and Technologies of Information, Control and Communication, editors.
    Proceedings of the International Conference on Physiological Computing Systems
    (PhyCS’14).  [S.l.] :  SCITEPRESS ; 2014. p. 167–72.'
conference:
  end_date: 20014-01-09
  location: Lisbon, Portugal
  name: International Conference on Physiological Computing Systems (PhyCS'14)
  start_date: 2014-01-07
corporate_editor:
- ' Institute for Systems and Technologies of Information, Control and Communication'
date_created: 2021-01-14T10:13:28Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.5220/0004884901670172
editor:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
extern: '1'
intvolume: '         1'
issue: PhyCS
keyword:
- Motion Coaching
- Motion Error Feedback
- Prototyping
- Error Visualization
- Error Audiolization.
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 167 - 172
place: ' [S.l.] '
publication: Proceedings of the International Conference on Physiological Computing
  Systems (PhyCS'14)
publication_identifier:
  unknown:
  - 978-989-758-006-2
publication_status: published
publisher: ' SCITEPRESS '
status: public
title: 'Towards an Automatic Motion Coaching System: Feedback Techniques for Different
  Types of Motion Errors'
type: conference
user_id: '15514'
volume: 1
year: 2014
...