{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T17:36:12Z","timestamp":1786556172130,"version":"build-2736575974"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032061355","type":"print"},{"value":"9783032061362","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"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\/978-3-032-06136-2_24","type":"book-chapter","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T18:38:13Z","timestamp":1758911893000},"page":"248-257","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Interactive and\u00a0Provenance-Aware Search and\u00a0QA over\u00a0Documents Using LLMs, RAG and\u00a0Knowledge Graph Verbalization"],"prefix":"10.1007","author":[{"given":"Iordanis","family":"Sapidis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Valantis","family":"Zervos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michalis","family":"Mountantonakis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yannis","family":"Tzitzikas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,9,27]]},"reference":[{"key":"24_CR1","unstructured":"deepset.ai (2025). https:\/\/graphrag-demo.deepset.ai\/. Accessed June 2025"},{"key":"24_CR2","unstructured":"Asai, A., Wu, Z., Wang, Y., Sil, A., Hajishirzi, H.: Self-RAG: learning to retrieve, generate, and critique through self-reflection. In: The Twelfth International Conference on Learning Representations (2023)"},{"key":"24_CR3","unstructured":"Christmann, P., Weikum, G.: RAG-based question answering over heterogeneous data and text. arXiv preprint arXiv:2412.07420 (2024)"},{"key":"24_CR4","unstructured":"Edge, D., et al.: From local to global: a graph RAG approach to query-focused summarization. arXiv preprint arXiv:2404.16130 (2024)"},{"key":"24_CR5","doi-asserted-by":"crossref","unstructured":"Fan, W., et al.: A survey on RAG meeting LLMs: towards retrieval-augmented large language models. In: Proceedings of the 30th ACM SIGKDD Conference, pp. 6491\u20136501 (2024)","DOI":"10.1145\/3637528.3671470"},{"key":"24_CR6","doi-asserted-by":"crossref","unstructured":"Jiang, Y., Shao, Y., Ma, D., Semnani, S.J., Lam, M.S.: Into the unknown unknowns: engaged human learning through participation in language model agent conversations. arXiv preprint arXiv:2408.15232 (2024)","DOI":"10.18653\/v1\/2024.emnlp-main.554"},{"key":"24_CR7","unstructured":"L\u00f9, X.H.: BM25S: orders of magnitude faster lexical search via eager sparse scoring (2024). https:\/\/arxiv.org\/abs\/2407.03618"},{"issue":"5","key":"24_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3345551","volume":"52","author":"M Mountantonakis","year":"2019","unstructured":"Mountantonakis, M., Tzitzikas, Y.: Large-scale semantic integration of linked data: a survey. ACM Comput. Surv. (CSUR) 52(5), 1\u201340 (2019)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"24_CR9","unstructured":"Nussbaum, Z., Morris, J.X., Duderstadt, B., Mulyar, A.: Nomic embed: training a reproducible long context text embedder (2025). https:\/\/arxiv.org\/abs\/2402.01613"},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"Procko, T.T., Ochoa, O.: Graph retrieval-augmented generation for large language models: a survey. In: 2024 Conference on AI, Science, Engineering, and Technology (AIxSET), pp. 166\u2013169. IEEE (2024)","DOI":"10.1109\/AIxSET62544.2024.00030"},{"key":"24_CR11","unstructured":"Saha Roy, R., et al.: RAGONITE: iterative retrieval on induced databases and verbalized RDF for conversational QA over KGs with RAG. In: Datenbanksysteme f\u00fcr Business, Technologie und Web (BTW 2025), pp. 787\u2013794. Gesellschaft f\u00fcr Informatik, Bonn (2025)"},{"key":"24_CR12","unstructured":"Sanmartin, D.: KG-RAG: bridging the gap between knowledge and creativity. arXiv preprint arXiv:2405.12035 (2024)"},{"key":"24_CR13","doi-asserted-by":"crossref","unstructured":"Shao, Y., Jiang, Y., Kanell, T.A., Xu, P., Khattab, O., Lam, M.S.: Assisting in writing wikipedia-like articles from scratch with large language models. arXiv preprint arXiv:2402.14207 (2024)","DOI":"10.18653\/v1\/2024.naacl-long.347"},{"issue":"10","key":"24_CR14","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1145\/2629489","volume":"57","author":"D Vrande\u010di\u0107","year":"2014","unstructured":"Vrande\u010di\u0107, D., Kr\u00f6tzsch, M.: Wikidata: a free collaborative knowledgebase. Commun. ACM 57(10), 78\u201385 (2014)","journal-title":"Commun. ACM"},{"key":"24_CR15","unstructured":"Yu, T., Zhang, S., Feng, Y.: Auto-RAG: autonomous retrieval-augmented generation for large language models. arXiv preprint arXiv:2411.19443 (2024)"},{"key":"24_CR16","unstructured":"Zhao, P., et al.: Retrieval-augmented generation for AI-generated content: a survey. arXiv preprint arXiv:2402.19473 (2024)"}],"container-title":["Communications in Computer and Information Science","New Trends in Theory and Practice of Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-06136-2_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,12]],"date-time":"2026-08-12T16:49:11Z","timestamp":1786553351000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-06136-2_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,27]]},"ISBN":["9783032061355","9783032061362"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-06136-2_24","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,27]]},"assertion":[{"value":"27 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TPDL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Theory and Practice of Digital Libraries","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tampere","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Finland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tpdl2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tpdl2025.github.io\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}