---
_id: '13334'
abstract:
- lang: eng
  text: Retrieval-augmented generation (RAG) based on large language models (LLMs)
    has established itself as a key technology for combining domain-specific information
    with generative language skills, thereby providing transparent, up-to-date information.
    Many firms are already piloting such LLM-based information systems, but report
    a high degree of complexity in planning and implementation. A generally accepted
    regulatory framework that consistently maps key decisions is not yet available
    to companies. This article therefore presents a multi-level system that organizes
    design decisions throughout the configuration process. This framework is intended
    to support users in the planning, realizing, evaluation, and further development
    of an LLM-based information system. To achieve this goal, a qualitative-empirical
    research design was chosen. First, publications from the period 2022 to 2025 were
    identified and selected using a systematic literature search in accordance with
    the PRISMA guideline. The selected publications were then evaluated using a qualitative
    content analysis. The result is a system that was reviewed, revised and finalized
    at an expert workshop.
author:
- first_name: Dominik
  full_name: Ullrich, Dominik
  id: '85823'
  last_name: Ullrich
- first_name: Jens
  full_name: Wallys, Jens
  id: '79046'
  last_name: Wallys
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Ullrich D, Wallys J, Hinrichsen S. <i>Conceptual Framework for Designing Domain-Specific
    LLM-Based Information Systems</i>. Vol 200. (Ahram T, Karwowski W, Giraldi  L,
    Benelli  E, AHFE Open Access, eds.). AHFE International; 2026:63-73. doi:<a href="https://doi.org/10.54941/ahfe1007065">10.54941/ahfe1007065</a>
  apa: 'Ullrich, D., Wallys, J., &#38; Hinrichsen, S. (2026). Conceptual Framework
    for Designing Domain-Specific LLM-Based Information Systems. In T. Ahram, W. Karwowski,
    L. Giraldi , E. Benelli , &#38; AHFE Open Access (Eds.), <i>Intelligent Human
    Systems Integration (IHSI 2026): Disruptive and Innovative Technologies</i> (Vol.
    200, pp. 63–73). AHFE International. <a href="https://doi.org/10.54941/ahfe1007065">https://doi.org/10.54941/ahfe1007065</a>'
  bjps: '<b>Ullrich D, Wallys J and Hinrichsen S</b> (2026) <i>Conceptual Framework
    for Designing Domain-Specific LLM-Based Information Systems</i>, Ahram T et al.
    (eds). USA: AHFE International.'
  chicago: 'Ullrich, Dominik, Jens Wallys, and Sven Hinrichsen. <i>Conceptual Framework
    for Designing Domain-Specific LLM-Based Information Systems</i>. Edited by Tareq
    Ahram, Waldemar Karwowski, Laura Giraldi , Elisabetta Benelli , and AHFE Open
    Access. <i>Intelligent Human Systems Integration (IHSI 2026): Disruptive and Innovative
    Technologies</i>. Vol. 200. AHFE International. USA: AHFE International, 2026.
    <a href="https://doi.org/10.54941/ahfe1007065">https://doi.org/10.54941/ahfe1007065</a>.'
  chicago-de: 'Ullrich, Dominik, Jens Wallys und Sven Hinrichsen. 2026. <i>Conceptual
    Framework for Designing Domain-Specific LLM-Based Information Systems</i>. Hg.
    von Tareq Ahram, Waldemar Karwowski, Laura Giraldi , Elisabetta Benelli , und
    AHFE Open Access. <i>Intelligent Human Systems Integration (IHSI 2026): Disruptive
    and Innovative Technologies</i>. Bd. 200. AHFE International. USA: AHFE International.
    doi:<a href="https://doi.org/10.54941/ahfe1007065">10.54941/ahfe1007065</a>, .'
  din1505-2-1: '<span style="font-variant:small-caps;">Ullrich, Dominik</span> ; <span
    style="font-variant:small-caps;">Wallys, Jens</span> ; <span style="font-variant:small-caps;">Hinrichsen,
    Sven</span> ; <span style="font-variant:small-caps;">Ahram, T.</span> ; <span
    style="font-variant:small-caps;">Karwowski, W.</span> ; <span style="font-variant:small-caps;">Giraldi
    , L.</span> ; <span style="font-variant:small-caps;">Benelli , E.</span> ; <span
    style="font-variant:small-caps;">AHFE Open Access</span> (Hrsg.): <i>Conceptual
    Framework for Designing Domain-Specific LLM-Based Information Systems</i>, <i>AHFE
    International</i>. Bd. 200. USA : AHFE International, 2026'
  havard: D. Ullrich, J. Wallys, S. Hinrichsen, Conceptual Framework for Designing
    Domain-Specific LLM-Based Information Systems, AHFE International, USA, 2026.
  ieee: 'D. Ullrich, J. Wallys, and S. Hinrichsen, <i>Conceptual Framework for Designing
    Domain-Specific LLM-Based Information Systems</i>, vol. 200. USA: AHFE International,
    2026, pp. 63–73. doi: <a href="https://doi.org/10.54941/ahfe1007065">10.54941/ahfe1007065</a>.'
  mla: 'Ullrich, Dominik, et al. “Conceptual Framework for Designing Domain-Specific
    LLM-Based Information Systems.” <i>Intelligent Human Systems Integration (IHSI
    2026): Disruptive and Innovative Technologies</i>, edited by Tareq Ahram et al.,
    vol. 200, AHFE International, 2026, pp. 63–73, <a href="https://doi.org/10.54941/ahfe1007065">https://doi.org/10.54941/ahfe1007065</a>.'
  short: D. Ullrich, J. Wallys, S. Hinrichsen, Conceptual Framework for Designing
    Domain-Specific LLM-Based Information Systems, AHFE International, USA, 2026.
  ufg: '<b>Ullrich, Dominik/Wallys, Jens/Hinrichsen, Sven</b>: Conceptual Framework
    for Designing Domain-Specific LLM-Based Information Systems, Bd. 200, hg. von
    Ahram, Tareq u. a., USA 2026 (AHFE International).'
  van: 'Ullrich D, Wallys J, Hinrichsen S. Conceptual Framework for Designing Domain-Specific
    LLM-Based Information Systems. Ahram T, Karwowski W, Giraldi  L, Benelli  E, AHFE
    Open Access, editors. Intelligent Human Systems Integration (IHSI 2026): Disruptive
    and Innovative Technologies. USA: AHFE International; 2026. (AHFE International;
    vol. 200).'
conference:
  end_date: 2026-02-13
  location: Florence
  name: '9th Intelligent Human Systems Integration (IHSI 2026): Disruptive and Innovative
    Technologies'
  start_date: 2026-02-11
corporate_editor:
- AHFE Open Access
date_created: 2026-01-09T07:27:32Z
date_updated: 2026-01-12T09:36:40Z
department:
- _id: DEP7020
- _id: DEP1305
- _id: DEP7000
doi: 10.54941/ahfe1007065
editor:
- first_name: Tareq
  full_name: Ahram, Tareq
  last_name: Ahram
- first_name: Waldemar
  full_name: Karwowski, Waldemar
  last_name: Karwowski
- first_name: Laura
  full_name: Giraldi , Laura
  last_name: 'Giraldi '
- first_name: Elisabetta
  full_name: Benelli , Elisabetta
  last_name: 'Benelli '
intvolume: '       200'
keyword:
- Retrieval-Augmented Generation
- LLM-Based Information System
- Conceptual Framework
language:
- iso: eng
page: 63-73
place: USA
publication: 'Intelligent Human Systems Integration (IHSI 2026): Disruptive and Innovative
  Technologies'
publication_identifier:
  isbn:
  - 978-1-964867-76-2
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
series_title: AHFE International
status: public
title: Conceptual Framework for Designing Domain-Specific LLM-Based Information Systems
type: conference_editor_article
user_id: '83781'
volume: 200
year: '2026'
...
---
_id: '13291'
abstract:
- lang: eng
  text: The application of Large Language Models (LLMs) for the automated generation
    of assembly instructions shows significant potential for improving work preparation
    in production processes. However, challenges remain regarding the overall information
    quality and precision of the generated instructions. In light of these challenges,
    this study explores how the information quality of automatically generated assembly
    instructions can be enhanced through the targeted provision of structured input
    data, such as Assembly and Quantity BOMs (Bills of Materials), as well as the
    use of optimized prompt chaining techniques. The methodology employs ChatGPT-4o
    in combination with Retrieval Augmented Generation (RAG) within the Microsoft
    Azure environment. The results demonstrate that structured data inputs, particularly
    the use of Assembly BOMs with defined Tool-to-Component relations, significantly
    improve the precision and relevance of the generated instructions. Despite these
    advancements, achieving consistent information quality remains a barrier to broader
    practical implementation. Therefore, feedback loops should be integrated into
    the assembly instruction generation process to ensure continuous refinement and
    reliability. Future research should investigate the use of RAG or similar frameworks,
    focusing on optimizing data structures and implementing feedback mechanisms to
    enhance the automated generation of assembly instructions.
author:
- first_name: Robin
  full_name: Herbort, Robin
  id: '86239'
  last_name: Herbort
- first_name: Dominik
  full_name: Green, Dominik
  id: '85489'
  last_name: Green
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Herbort R, Green D, Hinrichsen S. <i>Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation</i>. Vol 160. (Ahram T, Karwowski W, Martino
    C, Di Bucchianico G, Maselli V, eds.). AHFE ; 2025:765-775. doi:<a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>
  apa: 'Herbort, R., Green, D., &#38; Hinrichsen, S. (2025). Automatic Creation of
    Assembly Instructions by Using Retrieval Augmented Generation. In T. Ahram, W.
    Karwowski, C. Martino, G. Di Bucchianico, &#38; V. Maselli (Eds.), <i>Intelligent
    Human Systems Integration (IHSI 2025): Integrating People and Intelligent Systems</i>
    (Vol. 160, pp. 765–775). AHFE . <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>'
  bjps: '<b>Herbort R, Green D and Hinrichsen S</b> (2025) <i>Automatic Creation of
    Assembly Instructions by Using Retrieval Augmented Generation</i>, Ahram T et
    al. (eds). New York, NY: AHFE .'
  chicago: 'Herbort, Robin, Dominik Green, and Sven Hinrichsen. <i>Automatic Creation
    of Assembly Instructions by Using Retrieval Augmented Generation</i>. Edited by
    Tareq  Ahram, Waldemar  Karwowski, Carlo  Martino, Giuseppe  Di Bucchianico, and
    Vincenzo  Maselli. <i>Intelligent Human Systems Integration (IHSI 2025): Integrating
    People and Intelligent Systems</i>. Vol. 160. AHFE International. New York, NY:
    AHFE , 2025. <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>.'
  chicago-de: 'Herbort, Robin, Dominik Green und Sven Hinrichsen. 2025. <i>Automatic
    Creation of Assembly Instructions by Using Retrieval Augmented Generation</i>.
    Hg. von Tareq  Ahram, Waldemar  Karwowski, Carlo  Martino, Giuseppe  Di Bucchianico,
    und Vincenzo  Maselli. <i>Intelligent Human Systems Integration (IHSI 2025): Integrating
    People and Intelligent Systems</i>. Bd. 160. AHFE International. New York, NY:
    AHFE . doi:<a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Herbort, Robin</span> ; <span
    style="font-variant:small-caps;">Green, Dominik</span> ; <span style="font-variant:small-caps;">Hinrichsen,
    Sven</span> ; <span style="font-variant:small-caps;">Ahram, T.</span> ; <span
    style="font-variant:small-caps;">Karwowski, W.</span> ; <span style="font-variant:small-caps;">Martino,
    C.</span> ; <span style="font-variant:small-caps;">Di Bucchianico, G.</span> ;
    <span style="font-variant:small-caps;">Maselli, V.</span> (Hrsg.): <i>Automatic
    Creation of Assembly Instructions by Using Retrieval Augmented Generation</i>,
    <i>AHFE International</i>. Bd. 160. New York, NY : AHFE , 2025'
  havard: R. Herbort, D. Green, S. Hinrichsen, Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation, AHFE , New York, NY, 2025.
  ieee: 'R. Herbort, D. Green, and S. Hinrichsen, <i>Automatic Creation of Assembly
    Instructions by Using Retrieval Augmented Generation</i>, vol. 160. New York,
    NY: AHFE , 2025, pp. 765–775. doi: <a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>.'
  mla: 'Herbort, Robin, et al. “Automatic Creation of Assembly Instructions by Using
    Retrieval Augmented Generation.” <i>Intelligent Human Systems Integration (IHSI
    2025): Integrating People and Intelligent Systems</i>, edited by Tareq  Ahram
    et al., vol. 160, AHFE , 2025, pp. 765–75, <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>.'
  short: R. Herbort, D. Green, S. Hinrichsen, Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation, AHFE , New York, NY, 2025.
  ufg: '<b>Herbort, Robin/Green, Dominik/Hinrichsen, Sven</b>: Automatic Creation
    of Assembly Instructions by Using Retrieval Augmented Generation, Bd. 160, hg.
    von Ahram, Tareq u. a., New York, NY 2025 (AHFE International).'
  van: 'Herbort R, Green D, Hinrichsen S. Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation. Ahram T, Karwowski W, Martino C, Di Bucchianico
    G, Maselli V, editors. Intelligent Human Systems Integration (IHSI 2025): Integrating
    People and Intelligent Systems. New York, NY: AHFE ; 2025. (AHFE International;
    vol. 160).'
conference:
  end_date: 2025-02-26
  location: Rome, Italy
  name: 8th International Conference on Intelligent Human Systems Integration (IHSI
    2025)
  start_date: 2025-02-24
date_created: 2025-11-10T15:56:45Z
date_updated: 2026-01-12T09:39:25Z
department:
- _id: DEP7020
doi: 10.54941/ahfe1005883
editor:
- first_name: 'Tareq '
  full_name: 'Ahram, Tareq '
  last_name: Ahram
- first_name: 'Waldemar '
  full_name: 'Karwowski, Waldemar '
  last_name: Karwowski
- first_name: 'Carlo '
  full_name: 'Martino, Carlo '
  last_name: Martino
- first_name: 'Giuseppe '
  full_name: 'Di Bucchianico, Giuseppe '
  last_name: Di Bucchianico
- first_name: 'Vincenzo '
  full_name: 'Maselli, Vincenzo '
  last_name: Maselli
intvolume: '       160'
keyword:
- Assembly Instruction
- Retrieval Augmented Generation (RAG)
- Large Language Model (LLM)
language:
- iso: eng
page: 765-775
place: New York, NY
publication: 'Intelligent Human Systems Integration (IHSI 2025): Integrating People
  and Intelligent Systems'
publication_identifier:
  isbn:
  - 978-1-964867-36-6
  issn:
  - 2771-0718
publication_status: published
publisher: 'AHFE '
series_title: AHFE International
status: public
title: Automatic Creation of Assembly Instructions by Using Retrieval Augmented Generation
type: conference_editor_article
user_id: '83781'
volume: 160
year: '2025'
...
---
_id: '13292'
abstract:
- lang: eng
  text: The application of Large Language Models (LLMs) for the automated generation
    of assembly instructions shows significant potential for improving work preparation
    in production processes. However, challenges remain regarding the overall information
    quality and precision of the generated instructions. In light of these challenges,
    this study explores how the information quality of automatically generated assembly
    instructions can be enhanced through the targeted provision of structured input
    data, such as Assembly and Quantity BOMs (Bills of Materials), as well as the
    use of optimized prompt chaining techniques. The methodology employs ChatGPT-4o
    in combination with Retrieval Augmented Generation (RAG) within the Microsoft
    Azure environment. The results demonstrate that structured data inputs, particularly
    the use of Assembly BOMs with defined Tool-to-Component relations, significantly
    improve the precision and relevance of the generated instructions. Despite these
    advancements, achieving consistent information quality remains a barrier to broader
    practical implementation. Therefore, feedback loops should be integrated into
    the assembly instruction generation process to ensure continuous refinement and
    reliability. Future research should investigate the use of RAG or similar frameworks,
    focusing on optimizing data structures and implementing feedback mechanisms to
    enhance the automated generation of assembly instructions.
author:
- first_name: Robin
  full_name: Herbort, Robin
  id: '70575'
  last_name: Herbort
- first_name: Dominik
  full_name: Green, Dominik
  id: '85489'
  last_name: Green
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Herbort R, Green D, Hinrichsen S. <i>Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation</i>. Vol 160. (Ahram T, Karwowski W, Martino
    C, Di Bucchianico G, Maselli V, eds.). AHFE; 2025. doi:<a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>
  apa: 'Herbort, R., Green, D., &#38; Hinrichsen, S. (2025). Automatic Creation of
    Assembly Instructions by Using Retrieval Augmented Generation. In T. Ahram, W.
    Karwowski, C. Martino, G. Di Bucchianico, &#38; V. Maselli (Eds.), <i>Intelligent
    Human Systems Integration (IHSI 2025): Integrating People and Intelligent Systems</i>
    (Vol. 160). AHFE. <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>'
  bjps: '<b>Herbort R, Green D and Hinrichsen S</b> (2025) <i>Automatic Creation of
    Assembly Instructions by Using Retrieval Augmented Generation</i>, Ahram T et
    al. (eds). New York, NY: AHFE.'
  chicago: 'Herbort, Robin, Dominik Green, and Sven Hinrichsen. <i>Automatic Creation
    of Assembly Instructions by Using Retrieval Augmented Generation</i>. Edited by
    Tareq Ahram, Waldemar Karwowski, Carlo Martino, Giuseppe Di Bucchianico, and Vincenzo
    Maselli. <i>Intelligent Human Systems Integration (IHSI 2025): Integrating People
    and Intelligent Systems</i>. Vol. 160. AHFE International. New York, NY: AHFE,
    2025. <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>.'
  chicago-de: 'Herbort, Robin, Dominik Green und Sven Hinrichsen. 2025. <i>Automatic
    Creation of Assembly Instructions by Using Retrieval Augmented Generation</i>.
    Hg. von Tareq Ahram, Waldemar Karwowski, Carlo Martino, Giuseppe Di Bucchianico,
    und Vincenzo Maselli. <i>Intelligent Human Systems Integration (IHSI 2025): Integrating
    People and Intelligent Systems</i>. Bd. 160. AHFE International. New York, NY:
    AHFE. doi:<a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Herbort, Robin</span> ; <span
    style="font-variant:small-caps;">Green, Dominik</span> ; <span style="font-variant:small-caps;">Hinrichsen,
    Sven</span> ; <span style="font-variant:small-caps;">Ahram, T.</span> ; <span
    style="font-variant:small-caps;">Karwowski, W.</span> ; <span style="font-variant:small-caps;">Martino,
    C.</span> ; <span style="font-variant:small-caps;">Di Bucchianico, G.</span> ;
    <span style="font-variant:small-caps;">Maselli, V.</span> (Hrsg.): <i>Automatic
    Creation of Assembly Instructions by Using Retrieval Augmented Generation</i>,
    <i>AHFE International</i>. Bd. 160. New York, NY : AHFE, 2025'
  havard: R. Herbort, D. Green, S. Hinrichsen, Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation, AHFE, New York, NY, 2025.
  ieee: 'R. Herbort, D. Green, and S. Hinrichsen, <i>Automatic Creation of Assembly
    Instructions by Using Retrieval Augmented Generation</i>, vol. 160. New York,
    NY: AHFE, 2025. doi: <a href="https://doi.org/10.54941/ahfe1005883">10.54941/ahfe1005883</a>.'
  mla: 'Herbort, Robin, et al. “Automatic Creation of Assembly Instructions by Using
    Retrieval Augmented Generation.” <i>Intelligent Human Systems Integration (IHSI
    2025): Integrating People and Intelligent Systems</i>, edited by Tareq Ahram et
    al., vol. 160, AHFE, 2025, <a href="https://doi.org/10.54941/ahfe1005883">https://doi.org/10.54941/ahfe1005883</a>.'
  short: R. Herbort, D. Green, S. Hinrichsen, Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation, AHFE, New York, NY, 2025.
  ufg: '<b>Herbort, Robin/Green, Dominik/Hinrichsen, Sven</b>: Automatic Creation
    of Assembly Instructions by Using Retrieval Augmented Generation, Bd. 160, hg.
    von Ahram, Tareq u. a., New York, NY 2025 (AHFE International).'
  van: 'Herbort R, Green D, Hinrichsen S. Automatic Creation of Assembly Instructions
    by Using Retrieval Augmented Generation. Ahram T, Karwowski W, Martino C, Di Bucchianico
    G, Maselli V, editors. Intelligent Human Systems Integration (IHSI 2025): Integrating
    People and Intelligent Systems. New York, NY: AHFE; 2025. (AHFE International;
    vol. 160).'
conference:
  end_date: 2025-02-26
  location: Rome
  name: Intelligent Human Systems Integration (IHSI)
  start_date: 2025-02-24
date_created: 2025-11-10T15:56:46Z
date_updated: 2025-11-24T08:28:55Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1005883
editor:
- first_name: Tareq
  full_name: Ahram, Tareq
  last_name: Ahram
- first_name: Waldemar
  full_name: Karwowski, Waldemar
  last_name: Karwowski
- first_name: Carlo
  full_name: Martino, Carlo
  last_name: Martino
- first_name: Giuseppe
  full_name: Di Bucchianico, Giuseppe
  last_name: Di Bucchianico
- first_name: Vincenzo
  full_name: Maselli, Vincenzo
  last_name: Maselli
intvolume: '       160'
keyword:
- Retrieval Augmented Generation
- Large Language Model
- Assembly Instructions
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://doi.org/10.54941/ahfe1005883
oa: '1'
place: New York, NY
publication: 'Intelligent Human Systems Integration (IHSI 2025): Integrating People
  and Intelligent Systems'
publication_identifier:
  isbn:
  - 978-1-964867-36-6
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE
quality_controlled: '1'
series_title: AHFE International
status: public
title: Automatic Creation of Assembly Instructions by Using Retrieval Augmented Generation
type: conference_editor_article
user_id: '83781'
volume: 160
year: '2025'
...
---
_id: '13293'
abstract:
- lang: eng
  text: The performance of large language models (LLMs) has improved significantly
    in recent years, with the result that they are now used in many companies in various
    industries. However, the design of a company-specific information system involving
    an LLM is associated with a large number of decisions. This leads to a high level
    of complexity in the design task. Against this background, companies need a structured
    approach that methodically supports the planning, development, implementation
    and long-term maintenance of LLM-based information systems so that domain- and
    company-specific requirements are taken into account as a result. This article
    therefore describes a method that supports the design, introduction and maintenance
    process of an LLM-based information system. The method consists of a process model
    and a list of design principles, which are also referred to as success factors.
    The process model developed is based on the proven six-stage REFA planning system.
    To identify and describe success factors, a systematic literature search was carried
    out. Based on an analysis of the contents of individual literature sources, success
    factors for the design of LLM-based information systems were identified. These
    success factors relate, for example, to the quality of the data provided, data
    security, user-centered system design and feedback mechanisms for improving information
    output.
author:
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
- first_name: Robin
  full_name: Herbort, Robin
  id: '70575'
  last_name: Herbort
- first_name: Dominik
  full_name: Green, Dominik
  id: '85489'
  last_name: Green
- first_name: Benjamin
  full_name: Adrian, Benjamin
  id: '42266'
  last_name: Adrian
citation:
  ama: Hinrichsen S, Herbort R, Green D, Adrian B. <i>How to Design an Operation-Specific
    LLM-Based Information System</i>. Vol 197. (Ahram T, Motschnig R, eds.). AHFE;
    2025. doi:<a href="https://doi.org/10.54941/ahfe1006709">10.54941/ahfe1006709</a>
  apa: Hinrichsen, S., Herbort, R., Green, D., &#38; Adrian, B. (2025). How to Design
    an Operation-Specific LLM-Based Information System. In T. Ahram &#38; R. Motschnig
    (Eds.), <i>Human Interaction and Emerging Technologies (IHIET 2025)</i> (Vol.
    197). AHFE. <a href="https://doi.org/10.54941/ahfe1006709">https://doi.org/10.54941/ahfe1006709</a>
  bjps: '<b>Hinrichsen S <i>et al.</i></b> (2025) <i>How to Design an Operation-Specific
    LLM-Based Information System</i>, Ahram T and Motschnig R (eds). New York, NY:
    AHFE.'
  chicago: 'Hinrichsen, Sven, Robin Herbort, Dominik Green, and Benjamin Adrian. <i>How
    to Design an Operation-Specific LLM-Based Information System</i>. Edited by Tareq
    Ahram and Renate  Motschnig. <i>Human Interaction and Emerging Technologies (IHIET
    2025)</i>. Vol. 197. AHFE International. New York, NY: AHFE, 2025. <a href="https://doi.org/10.54941/ahfe1006709">https://doi.org/10.54941/ahfe1006709</a>.'
  chicago-de: 'Hinrichsen, Sven, Robin Herbort, Dominik Green und Benjamin Adrian.
    2025. <i>How to Design an Operation-Specific LLM-Based Information System</i>.
    Hg. von Tareq Ahram und Renate  Motschnig. <i>Human Interaction and Emerging Technologies
    (IHIET 2025)</i>. Bd. 197. AHFE International. New York, NY: AHFE. doi:<a href="https://doi.org/10.54941/ahfe1006709">10.54941/ahfe1006709</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Hinrichsen, Sven</span> ; <span
    style="font-variant:small-caps;">Herbort, Robin</span> ; <span style="font-variant:small-caps;">Green,
    Dominik</span> ; <span style="font-variant:small-caps;">Adrian, Benjamin</span>
    ; <span style="font-variant:small-caps;">Ahram, T.</span> ; <span style="font-variant:small-caps;">Motschnig,
    R.</span> (Hrsg.): <i>How to Design an Operation-Specific LLM-Based Information
    System</i>, <i>AHFE International</i>. Bd. 197. New York, NY : AHFE, 2025'
  havard: S. Hinrichsen, R. Herbort, D. Green, B. Adrian, How to Design an Operation-Specific
    LLM-Based Information System, AHFE, New York, NY, 2025.
  ieee: 'S. Hinrichsen, R. Herbort, D. Green, and B. Adrian, <i>How to Design an Operation-Specific
    LLM-Based Information System</i>, vol. 197. New York, NY: AHFE, 2025. doi: <a
    href="https://doi.org/10.54941/ahfe1006709">10.54941/ahfe1006709</a>.'
  mla: Hinrichsen, Sven, et al. “How to Design an Operation-Specific LLM-Based Information
    System.” <i>Human Interaction and Emerging Technologies (IHIET 2025)</i>, edited
    by Tareq Ahram and Renate  Motschnig, vol. 197, AHFE, 2025, <a href="https://doi.org/10.54941/ahfe1006709">https://doi.org/10.54941/ahfe1006709</a>.
  short: S. Hinrichsen, R. Herbort, D. Green, B. Adrian, How to Design an Operation-Specific
    LLM-Based Information System, AHFE, New York, NY, 2025.
  ufg: '<b>Hinrichsen, Sven u. a.</b>: How to Design an Operation-Specific LLM-Based
    Information System, Bd. 197, hg. von Ahram, Tareq/Motschnig, Renate, New York,
    NY 2025 (AHFE International).'
  van: 'Hinrichsen S, Herbort R, Green D, Adrian B. How to Design an Operation-Specific
    LLM-Based Information System. Ahram T, Motschnig R, editors. Human Interaction
    and Emerging Technologies (IHIET 2025). New York, NY: AHFE; 2025. (AHFE International;
    vol. 197).'
conference:
  end_date: 2025-08-27
  location: Vienna
  name: Human Interaction and Emerging Technologies (IHIET 2025)
  start_date: 2025-08-25
date_created: 2025-11-10T16:18:06Z
date_updated: 2025-11-24T08:29:46Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1006709
editor:
- first_name: Tareq
  full_name: Ahram, Tareq
  last_name: Ahram
- first_name: 'Renate '
  full_name: 'Motschnig, Renate '
  last_name: Motschnig
intvolume: '       197'
keyword:
- Large language model
- Information system
- Retrieval augmented generation
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://doi.org/10.54941/ahfe1006709
oa: '1'
place: New York, NY
publication: Human Interaction and Emerging Technologies (IHIET 2025)
publication_identifier:
  isbn:
  - 978-1-964867-73-1
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE
quality_controlled: '1'
series_title: AHFE International
status: public
title: How to Design an Operation-Specific LLM-Based Information System
type: conference_editor_article
user_id: '83781'
volume: 197
year: '2025'
...
---
_id: '10585'
abstract:
- lang: eng
  text: Low-code programming allows the creation of software applications using a
    graphical user interface with minimal classical programming code ("low code")
    and without requiring extensive programming knowledge. This puts it in contrast
    to previous generations of programming languages. The advantages of low-code development
    are manifold, including the increase of software development capacities through
    a partial decentralization of the development process, speeding up software development
    through the low-code approach, and designing software with a strong user-centric
    focus. Using a low-code development platform can help companies adapt their own
    business processes to changing requirements more quickly and to make complexity
    resulting, for example, from heterogeneous customer wishes, manageable. Since
    many low-code development platforms are available, it is not easy for companies
    to select and successfully introduce a platform that meets their requirements.
    For this reason, this article presents a procedure model that assists in the process
    of selecting and implementing a platform.
author:
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
- first_name: Alexander
  full_name: Nikolenko, Alexander
  id: '71431'
  last_name: Nikolenko
- first_name: Kai Leon
  full_name: Becker, Kai Leon
  last_name: Becker
- first_name: Benjamin
  full_name: Adrian, Benjamin
  id: '42266'
  last_name: Adrian
citation:
  ama: Hinrichsen S, Nikolenko A, Becker KL, Adrian B. <i>How to Select and Implement
    a Suitable Low-Code Development Platform</i>. (Karwowski W, Ahram T, Milicevic
    M, Etinger D, Zubrinic K, eds.). AHFE International; 2023. doi:<a href="https://doi.org/10.54941/ahfe1004155">10.54941/ahfe1004155</a>
  apa: 'Hinrichsen, S., Nikolenko, A., Becker, K. L., &#38; Adrian, B. (2023). How
    to select and implement a suitable Low-Code Development Platform. In W. Karwowski,
    T. Ahram, M. Milicevic, D. Etinger, &#38; K. Zubrinic (Eds.), <i>Human Systems
    Engineering and Design (IHSED 2023): Future Trends and Applications</i>. AHFE
    International. <a href="https://doi.org/10.54941/ahfe1004155">https://doi.org/10.54941/ahfe1004155</a>'
  bjps: <b>Hinrichsen S <i>et al.</i></b> (2023) <i>How to Select and Implement a
    Suitable Low-Code Development Platform</i>, Karwowski W et al. (eds). AHFE International.
  chicago: 'Hinrichsen, Sven, Alexander Nikolenko, Kai Leon Becker, and Benjamin Adrian.
    <i>How to Select and Implement a Suitable Low-Code Development Platform</i>. Edited
    by Waldemar Karwowski, Tareq Ahram, Mario Milicevic, Darko Etinger, and Krunoslav
    Zubrinic. <i>Human Systems Engineering and Design (IHSED 2023): Future Trends
    and Applications</i>. AHFE International, 2023. <a href="https://doi.org/10.54941/ahfe1004155">https://doi.org/10.54941/ahfe1004155</a>.'
  chicago-de: 'Hinrichsen, Sven, Alexander Nikolenko, Kai Leon Becker und Benjamin
    Adrian. 2023. <i>How to select and implement a suitable Low-Code Development Platform</i>.
    Hg. von Waldemar Karwowski, Tareq Ahram, Mario Milicevic, Darko Etinger, und Krunoslav
    Zubrinic. <i>Human Systems Engineering and Design (IHSED 2023): Future Trends
    and Applications</i>. AHFE International. doi:<a href="https://doi.org/10.54941/ahfe1004155">10.54941/ahfe1004155</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Hinrichsen, Sven</span> ; <span
    style="font-variant:small-caps;">Nikolenko, Alexander</span> ; <span style="font-variant:small-caps;">Becker,
    Kai Leon</span> ; <span style="font-variant:small-caps;">Adrian, Benjamin</span>
    ; <span style="font-variant:small-caps;">Karwowski, W.</span> ; <span style="font-variant:small-caps;">Ahram,
    T.</span> ; <span style="font-variant:small-caps;">Milicevic, M.</span> ; <span
    style="font-variant:small-caps;">Etinger, D.</span> ; <span style="font-variant:small-caps;">Zubrinic,
    K.</span> (Hrsg.): <i>How to select and implement a suitable Low-Code Development
    Platform</i> : AHFE International, 2023'
  havard: S. Hinrichsen, A. Nikolenko, K.L. Becker, B. Adrian, How to select and implement
    a suitable Low-Code Development Platform, AHFE International, 2023.
  ieee: 'S. Hinrichsen, A. Nikolenko, K. L. Becker, and B. Adrian, <i>How to select
    and implement a suitable Low-Code Development Platform</i>. AHFE International,
    2023. doi: <a href="https://doi.org/10.54941/ahfe1004155">10.54941/ahfe1004155</a>.'
  mla: 'Hinrichsen, Sven, et al. “How to Select and Implement a Suitable Low-Code
    Development Platform.” <i>Human Systems Engineering and Design (IHSED 2023): Future
    Trends and Applications</i>, edited by Waldemar Karwowski et al., AHFE International,
    2023, <a href="https://doi.org/10.54941/ahfe1004155">https://doi.org/10.54941/ahfe1004155</a>.'
  short: S. Hinrichsen, A. Nikolenko, K.L. Becker, B. Adrian, How to Select and Implement
    a Suitable Low-Code Development Platform, AHFE International, 2023.
  ufg: '<b>Hinrichsen, Sven u. a.</b>: How to select and implement a suitable Low-Code
    Development Platform, hg. von Karwowski, Waldemar u. a., o. O. 2023.'
  van: 'Hinrichsen S, Nikolenko A, Becker KL, Adrian B. How to select and implement
    a suitable Low-Code Development Platform. Karwowski W, Ahram T, Milicevic M, Etinger
    D, Zubrinic K, editors. Human Systems Engineering and Design (IHSED 2023): Future
    Trends and Applications. AHFE International; 2023.'
conference:
  end_date: 2023-09-29
  location: Dubrovnik
  name: IHSED 2023
  start_date: 2023-09-27
date_created: 2023-10-25T09:31:08Z
date_updated: 2023-10-25T09:31:31Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1004155
editor:
- first_name: Waldemar
  full_name: Karwowski, Waldemar
  last_name: Karwowski
- first_name: Tareq
  full_name: Ahram, Tareq
  last_name: Ahram
- first_name: Mario
  full_name: Milicevic, Mario
  last_name: Milicevic
- first_name: Darko
  full_name: Etinger, Darko
  last_name: Etinger
- first_name: Krunoslav
  full_name: Zubrinic, Krunoslav
  last_name: Zubrinic
keyword:
- Complexity Management
- Low-Code Development Platform
- Process Model for Selection and Implementation
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: 'Human Systems Engineering and Design (IHSED 2023): Future Trends and
  Applications'
publication_identifier:
  isbn:
  - 978-1-958651-88-9
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: How to select and implement a suitable Low-Code Development Platform
type: conference_editor_article
user_id: '83780'
year: '2023'
...
---
_id: '10782'
abstract:
- lang: eng
  text: With the trend towards shorter product lifecycles, smaller batch sizes, and
    more product variants, the complexity of manual assembly activities is increasing.
    To support employees in carrying out complex assembly tasks, the use of assembly
    instructions is indispensable to ensure high process capability and work productivity.
    However, the creation of assembly instructions is often time-consuming. Thus,
    the use of automation approaches can be a way to simplify the creation of assembly
    instructions. Therefore, this paper introduces a promising automation concept
    for applying robotic process automation (RPA) to generate assembly instructions
    automatically. Finally, the automation concept is demonstrated in a practical
    use case that illustrates the associated automation potential of RPA.
author:
- first_name: Frederic
  full_name: Meyer, Frederic
  id: '71656'
  last_name: Meyer
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: Meyer F, Hinrichsen S, Niggemann O. <i>How to Generate Assembly Instructions
    with Robotic Process Automation</i>. Vol 111. AHFE International; 2023:629-638.
    doi:<a href="https://doi.org/10.54941/ahfe1004070">10.54941/ahfe1004070</a>
  apa: 'Meyer, F., Hinrichsen, S., &#38; Niggemann, O. (2023). How to Generate Assembly
    Instructions with Robotic Process Automation. In <i>Human Interaction &#38; Emerging
    Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications</i>
    (Vol. 111, pp. 629–638). AHFE International. <a href="https://doi.org/10.54941/ahfe1004070">https://doi.org/10.54941/ahfe1004070</a>'
  bjps: <b>Meyer F, Hinrichsen S and Niggemann O</b> (2023) <i>How to Generate Assembly
    Instructions with Robotic Process Automation</i>. AHFE International.
  chicago: 'Meyer, Frederic, Sven Hinrichsen, and Oliver Niggemann. <i>How to Generate
    Assembly Instructions with Robotic Process Automation</i>. <i>Human Interaction
    &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future
    Applications</i>. Vol. 111. Human Interaction and Emerging Technologies (IHIET
    2023). AHFE International, 2023. <a href="https://doi.org/10.54941/ahfe1004070">https://doi.org/10.54941/ahfe1004070</a>.'
  chicago-de: 'Meyer, Frederic, Sven Hinrichsen und Oliver Niggemann. 2023. <i>How
    to Generate Assembly Instructions with Robotic Process Automation</i>. <i>Human
    Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i>. Bd. 111. Human Interaction and Emerging Technologies
    (IHIET 2023). AHFE International. doi:<a href="https://doi.org/10.54941/ahfe1004070">10.54941/ahfe1004070</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Meyer, Frederic</span> ; <span
    style="font-variant:small-caps;">Hinrichsen, Sven</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span>: <i>How to Generate Assembly Instructions with Robotic Process Automation</i>,
    <i>Human Interaction and Emerging Technologies (IHIET 2023)</i>. Bd. 111 : AHFE
    International, 2023'
  havard: F. Meyer, S. Hinrichsen, O. Niggemann, How to Generate Assembly Instructions
    with Robotic Process Automation, AHFE International, 2023.
  ieee: 'F. Meyer, S. Hinrichsen, and O. Niggemann, <i>How to Generate Assembly Instructions
    with Robotic Process Automation</i>, vol. 111. AHFE International, 2023, pp. 629–638.
    doi: <a href="https://doi.org/10.54941/ahfe1004070">10.54941/ahfe1004070</a>.'
  mla: 'Meyer, Frederic, et al. “How to Generate Assembly Instructions with Robotic
    Process Automation.” <i>Human Interaction &#38; Emerging Technologies (IHIET 2023):
    Artificial Intelligence &#38; Future Applications</i>, vol. 111, AHFE International,
    2023, pp. 629–38, <a href="https://doi.org/10.54941/ahfe1004070">https://doi.org/10.54941/ahfe1004070</a>.'
  short: F. Meyer, S. Hinrichsen, O. Niggemann, How to Generate Assembly Instructions
    with Robotic Process Automation, AHFE International, 2023.
  ufg: '<b>Meyer, Frederic/Hinrichsen, Sven/Niggemann, Oliver</b>: How to Generate
    Assembly Instructions with Robotic Process Automation, Bd. 111, o. O. 2023 (Human
    Interaction and Emerging Technologies (IHIET 2023)).'
  van: 'Meyer F, Hinrichsen S, Niggemann O. How to Generate Assembly Instructions
    with Robotic Process Automation. Human Interaction &#38; Emerging Technologies
    (IHIET 2023): Artificial Intelligence &#38; Future Applications. AHFE International;
    2023. (Human Interaction and Emerging Technologies (IHIET 2023); vol. 111).'
conference:
  end_date: 2023-08-24
  location: NIzza
  name: IHIET 2023
  start_date: 2023-08-22
date_created: 2023-11-16T11:57:57Z
date_updated: 2023-11-16T11:58:05Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1004070
intvolume: '       111'
keyword:
- Digital Assembly Instruction
- Industrial Engineering
- Manual Assembly
- Robotic Process Automation
- RPA
- Work Instruction
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 629-638
publication: 'Human Interaction & Emerging Technologies (IHIET 2023): Artificial Intelligence
  & Future Applications'
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
series_title: Human Interaction and Emerging Technologies (IHIET 2023)
status: public
title: How to Generate Assembly Instructions with Robotic Process Automation
type: conference_editor_article
user_id: '83780'
volume: 111
year: '2023'
...
---
_id: '10783'
abstract:
- lang: eng
  text: The development trend in manual assembly towards increasing demands in terms
    of quality, variety, and cost pressure makes the transition for people with cognitive
    disabilities to the general labor market extremely difficult. Nevertheless, this
    employment sector is a central component of many activities in a sheltered workshop.
    Therefore, this paper investigates the use of an informational assistance system
    for persons with cognitive impairments to close the gap between the characteristics
    of this group and the operational requirements. In this way, the transition from
    the sheltered workshop to the general labor market will be facilitated and promoted.
author:
- first_name: Sven
  full_name: Bendzioch, Sven
  id: '71395'
  last_name: Bendzioch
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Bendzioch S, Hinrichsen S. <i>Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly?</i> Vol 11. AHFE International;
    2023:548-556. doi:<a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>
  apa: 'Bendzioch, S., &#38; Hinrichsen, S. (2023). Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?
    In <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i> (Vol. 11, pp. 548–556). AHFE International. <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>'
  bjps: <b>Bendzioch S and Hinrichsen S</b> (2023) <i>Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>
    AHFE International.
  chicago: 'Bendzioch, Sven, and Sven Hinrichsen. <i>Informational Assistance System
    – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>
    <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i>. Vol. 11. Human Interaction and Emerging Technologies
    (IHIET 2023). AHFE International, 2023. <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>.'
  chicago-de: 'Bendzioch, Sven und Sven Hinrichsen. 2023. <i>Informational Assistance
    System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual
    Assembly?</i> <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial
    Intelligence &#38; Future Applications</i>. Bd. 11. Human Interaction and Emerging
    Technologies (IHIET 2023). AHFE International. doi:<a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Bendzioch, Sven</span> ; <span
    style="font-variant:small-caps;">Hinrichsen, Sven</span>: <i>Informational Assistance
    System – a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual
    Assembly?</i>, <i>Human Interaction and Emerging Technologies (IHIET 2023)</i>.
    Bd. 11 : AHFE International, 2023'
  havard: S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to
    Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?, AHFE
    International, 2023.
  ieee: 'S. Bendzioch and S. Hinrichsen, <i>Informational Assistance System – a Key
    to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?</i>,
    vol. 11. AHFE International, 2023, pp. 548–556. doi: <a href="https://doi.org/10.54941/ahfe1004061">10.54941/ahfe1004061</a>.'
  mla: 'Bendzioch, Sven, and Sven Hinrichsen. “Informational Assistance System – a
    Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?”
    <i>Human Interaction &#38; Emerging Technologies (IHIET 2023): Artificial Intelligence
    &#38; Future Applications</i>, vol. 11, AHFE International, 2023, pp. 548–56,
    <a href="https://doi.org/10.54941/ahfe1004061">https://doi.org/10.54941/ahfe1004061</a>.'
  short: S. Bendzioch, S. Hinrichsen, Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly?, AHFE International,
    2023.
  ufg: '<b>Bendzioch, Sven/Hinrichsen, Sven</b>: Informational Assistance System –
    a Key to Self-Empowerment of Persons with Cognitive Disabilities in Manual Assembly?,
    Bd. 11, o. O. 2023 (Human Interaction and Emerging Technologies (IHIET 2023)).'
  van: 'Bendzioch S, Hinrichsen S. Informational Assistance System – a Key to Self-Empowerment
    of Persons with Cognitive Disabilities in Manual Assembly? Human Interaction &#38;
    Emerging Technologies (IHIET 2023): Artificial Intelligence &#38; Future Applications.
    AHFE International; 2023. (Human Interaction and Emerging Technologies (IHIET
    2023); vol. 11).'
conference:
  end_date: 2023-08-24
  location: NIzza
  name: IHIET 2023
  start_date: 2023-08-22
date_created: 2023-11-16T12:05:40Z
date_updated: 2023-11-16T12:05:47Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.54941/ahfe1004061
intvolume: '        11'
keyword:
- Manual Assembly
- Informational Assistance System
- Image Processing System
- People with Disabilities
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 548-556
publication: 'Human Interaction & Emerging Technologies (IHIET 2023): Artificial Intelligence
  & Future Applications'
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
series_title: Human Interaction and Emerging Technologies (IHIET 2023)
status: public
title: Informational Assistance System – a Key to Self-Empowerment of Persons with
  Cognitive Disabilities in Manual Assembly?
type: conference_editor_article
user_id: '83780'
volume: 11
year: '2023'
...