[{"keyword":["Retrieval-Augmented Generation","LLM-Based Information System","Conceptual Framework"],"doi":"10.54941/ahfe1007065","title":"Conceptual Framework for Designing Domain-Specific LLM-Based Information Systems","department":[{"_id":"DEP7020"},{"_id":"DEP1305"},{"_id":"DEP7000"}],"publication_identifier":{"isbn":["978-1-964867-76-2"],"issn":["2771-0718"]},"publication_status":"published","conference":{"location":"Florence","start_date":"2026-02-11","end_date":"2026-02-13","name":"9th Intelligent Human Systems Integration (IHSI 2026): Disruptive and Innovative Technologies"},"publication":"Intelligent Human Systems Integration (IHSI 2026): Disruptive and Innovative Technologies","series_title":"AHFE International","intvolume":"       200","publisher":"AHFE International","quality_controlled":"1","citation":{"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","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>.","short":"D. Ullrich, J. Wallys, S. Hinrichsen, Conceptual Framework for Designing Domain-Specific LLM-Based Information Systems, AHFE International, USA, 2026.","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>.","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>, .","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.","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).","havard":"D. Ullrich, J. Wallys, S. Hinrichsen, Conceptual Framework for Designing Domain-Specific LLM-Based Information Systems, AHFE International, USA, 2026.","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>","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>","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).","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>."},"user_id":"83781","date_updated":"2026-01-12T09:36:40Z","year":"2026","language":[{"iso":"eng"}],"corporate_editor":["AHFE Open Access"],"date_created":"2026-01-09T07:27:32Z","status":"public","author":[{"first_name":"Dominik","last_name":"Ullrich","id":"85823","full_name":"Ullrich, Dominik"},{"first_name":"Jens","last_name":"Wallys","full_name":"Wallys, Jens","id":"79046"},{"first_name":"Sven","last_name":"Hinrichsen","full_name":"Hinrichsen, Sven","id":"49010"}],"place":"USA","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."}],"editor":[{"full_name":"Ahram, Tareq","last_name":"Ahram","first_name":"Tareq"},{"first_name":"Waldemar","last_name":"Karwowski","full_name":"Karwowski, Waldemar"},{"first_name":"Laura","full_name":"Giraldi , Laura","last_name":"Giraldi "},{"full_name":"Benelli , Elisabetta","last_name":"Benelli ","first_name":"Elisabetta"}],"volume":200,"_id":"13334","type":"conference_editor_article","page":"63-73"}]