{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:59:59Z","timestamp":1780639199989,"version":"3.54.1"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032285690","type":"print"},{"value":"9783032285706","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-28570-6_11","type":"book-chapter","created":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:03:11Z","timestamp":1780635791000},"page":"133-141","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Design Knowledge Quality in Human-AI Co-Design"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5325-2462","authenticated-orcid":false,"given":"Sanaz","family":"Nabavian","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4819-2801","authenticated-orcid":false,"given":"Jeffrey","family":"Parsons","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,6]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Aier, S., Fischer, C.: Criteria of progress for information systems design theories. Inf. Syst. e-Bus. Manage. (2011)","DOI":"10.1007\/s10257-010-0130-8"},{"key":"11_CR2","unstructured":"Asai, A., Wu, Z., Wang, Y., Sil, A., Hajishirzi, H.: Self-rag: learning to retrieve, generate, and critique through self-reflection (2024)"},{"key":"11_CR3","unstructured":"Cao, N.D., et al.: Autoregressive entity retrieval. Proceedings of the Association for Computational Linguistics (ACL) (2021)"},{"key":"11_CR4","unstructured":"Dan, Y., et al.: Educhat: a large-scale language model-based chatbot system for intelligent education (2023).\u00a0arXiv preprint arXiv:2308.02773"},{"key":"11_CR6","unstructured":"Gau, M., Gnewuch, U.: Facilitating design knowledge access with a generative AI-based conversational assistant. In: ECIS 2025 Proceedings (2025)"},{"key":"11_CR7","unstructured":"Iivari, J., Hansen, M.R.P., Haj-Bolouri, A.: A framework for light reusability evaluation of design principles in design science research. In: Proceedings of the International Conference on Design Science Research in Information Systems and Technology (DESRIST) (2021)"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Kadenhe, N., Al Musleh, M., Lompot, A.: Human-AI co-design and co-creation: a review of emerging approaches, challenges, and future directions. In:\u00a0Proceedings of the AAAI Symposium Series\u00a0(Vol. 6, No. 1, pp. 265\u2013270) (2025)","DOI":"10.1609\/aaaiss.v6i1.36061"},{"issue":"5","key":"11_CR9","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1057\/ejis.2008.40","volume":"17","author":"B Kuechler","year":"2008","unstructured":"Kuechler, B., Vaishnavi, V.: On theory development in design science research: anatomy of a research project. Eur. J. Inf. Syst. 17(5), 489\u2013504 (2008). https:\/\/doi.org\/10.1057\/ejis.2008.40","journal-title":"Eur. J. Inf. Syst."},{"issue":"4","key":"11_CR10","doi-asserted-by":"publisher","first-page":"1267","DOI":"10.25300\/MISQ\/2024\/18064","volume":"49","author":"K Larsen","year":"2025","unstructured":"Larsen, K., et al.: Validity in design science. MIS Q. 49(4), 1267\u20131294 (2025)","journal-title":"MIS Q."},{"key":"11_CR11","unstructured":"Lewis, P., et al.: Retrieval-augmented generation for knowledge-intensive NLP tasks. Adv. Neural Inf. Process. Syst. (NeurIPS) (2020)"},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Li, P., Tuzhilin, A.: Towards controllable and personalized review generation (2019).\u00a0arXiv preprint arXiv:1910.03506","DOI":"10.18653\/v1\/D19-1319"},{"key":"11_CR15","doi-asserted-by":"publisher","unstructured":"Li, Y., Yang, N., Wang, L., Wei, F., Li, W.: Multiview identifiers enhanced generative retrieval. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) (pp. 6636\u20136648). Association for Computational Linguistics (2023). https:\/\/doi.org\/10.18653\/v1\/2023.acl-long.366","DOI":"10.18653\/v1\/2023.acl-long.366"},{"key":"11_CR16","unstructured":"Liu, Z., et al.: Pharmacygpt: The ai pharmacist (2023).\u00a0arXiv preprint arXiv:2307.10432"},{"issue":"5","key":"11_CR17","first-page":"1343","volume":"21","author":"R Lukyanenko","year":"2020","unstructured":"Lukyanenko, R., Parsons, J.: Design theory indeterminacy: what is it, how can it be reduced, and why did the polar bear drown? J. Assoc. Inf. Syst. 21(5), 1343\u20131369 (2020)","journal-title":"J. Assoc. Inf. Syst."},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Metzler, D., Tay, Y., Bahri, D., Najork, M.: Rethinking search: making domain experts out of dilettantes. In:\u00a0Acm sigir forum\u00a0(Vol. 55, No. 1, pp. 1\u201327). New York, NY, USA, ACM (2021)","DOI":"10.1145\/3476415.3476428"},{"key":"11_CR19","unstructured":"Nabavian, S., Parsons, J., Ogunseye, S.: Scale development for measuring design principle Reusability. ICIS 2025 Proceedings. 17 (2025). https:\/\/aisel.aisnet.org\/icis2025\/isdesign\/isdesign\/17"},{"key":"11_CR20","doi-asserted-by":"crossref","unstructured":"Nakano, R., et al.: WebGPT: browser-assisted question-answering with human feedback (2021). arXiv. https:\/\/arxiv.org\/abs\/2112.09332 Peffers, K., Tuunanen, T., Rothenberger, M.A., Chatterjee, S.: A design science research methodology for information systems research.\u00a0J. Manage. Inf. Syst. 24(3), 45\u201377 (2007)","DOI":"10.2753\/MIS0742-1222240302"},{"key":"11_CR21","unstructured":"Shi, Y., et al.: REPLUG: retrieval-augmented generation with multiple retrieval paths (2023)"},{"key":"11_CR22","doi-asserted-by":"crossref","unstructured":"Wang, H., et al.: Large language models as source planner for personalized knowledge-grounded dialogue (2023).\u00a0arXiv preprint arXiv:2310.08840","DOI":"10.18653\/v1\/2023.findings-emnlp.641"},{"key":"11_CR23","doi-asserted-by":"crossref","unstructured":"Wu, Y., Ma, X., Yang, D.: Personalized response generation via generative split memory network. In:\u00a0Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies\u00a0(pp. 1956\u20131970) (2021)","DOI":"10.18653\/v1\/2021.naacl-main.157"},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Zhang, L., Yu, Y., Wang, K., Zhang, C.: Arl2: aligning retrievers for black-box large language models via self-guided adaptive relevance labeling (2024).\u00a0arXiv preprint arXiv:2402.13542","DOI":"10.18653\/v1\/2024.acl-long.203"},{"key":"11_CR26","unstructured":"Zhang, Y., et al.: Personalized dialogue and adaptive retrieval strategies (2023)"},{"key":"11_CR27","doi-asserted-by":"crossref","unstructured":"Zhou, J., et al.: Understanding nonlinear collaboration between human and AI agents: a co-design framework for creative design. In:\u00a0Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems\u00a0(pp. 1\u201316) (2024)","DOI":"10.1145\/3613904.3642812"}],"container-title":["Lecture Notes in Computer Science","Design for Better Futures: Beyond the Science of the Artificial. Prototypes and Research-in-Progress"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-28570-6_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:03:31Z","timestamp":1780635811000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-28570-6_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032285690","9783032285706"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-28570-6_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"6 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DESRIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Design Science Research in Information Systems and Technology","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"M\u00fcnster","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 June 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"desrist2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/desrist2026.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}