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Institutional data science services at FDZ UB Mannheim: Enhancing research data management
Shigapov, Renat
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Schumm, Irene
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Schmidt, Thomas
;
Kamlah, Jan
;
Will, Larissa
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heiBOOKS-1652-978-3-911056-51-9-CH08.pdf
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DOI:
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https://doi.org/10.11588/heibooks.1652.c23916
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URL:
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https://books.ub.uni-heidelberg.de//heibooks/catal...
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URN:
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urn:nbn:de:bsz:180-madoc-711483
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Document Type:
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Conference or workshop publication
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Year of publication:
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2025
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Book title:
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E-Science-Tage 2025 : Research Data Management : Challenges in a Changing World
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Page range:
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94-101
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Conference title:
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E-Science-Tage 2025: Research Data Management: Challenges in a Changing World
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Location of the conference venue:
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Heidelberg, Germany
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Date of the conference:
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12.-14.03.2025
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Publisher:
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Heuveline, Vincent
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Kling, Philipp
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Heuschkel, Florian
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Habinger, Sophie G.
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Krömer, Cora F.
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Place of publication:
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Heidelberg
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Publishing house:
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heiBOOKS
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ISBN:
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978-3-911056-52-6 , 978-3-911056-51-9
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Related URLs:
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Publication language:
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English
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Institution:
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Zentrale Einrichtungen > University Library
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Pre-existing license:
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 Creative Commons Attribution, Share Alike 4.0 International (CC BY-SA 4.0)
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Subject:
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004 Computer science, internet
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Individual keywords (German):
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KI , Data Science , Forschungsdatenmanagement , FDM Services
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Keywords (English):
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data science services , RDM services , AI , research support
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Abstract:
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Data science services have rapidly emerged as essential support mechanisms for research data management (RDM) at universities worldwide. In alignment with these developments, the research data center (FDZ) at the Mannheim University Library (UB Mannheim) has established institutional data science services at the University of Mannheim. Our goal is to enhance RDM, promote open science, and contribute to research reproducibility. FDZ supports researchers across the complete data science pipeline, emphasizing advanced data collection methods (OCR, audio/video transcription, API integration, web scraping) and chatbot and large language model (LLM) applications. Our services include data-science-as-a-service, education and training, consultancy, community engagement, and integration of data science methods within internal library workflows. In this paper we introduce our services, describe the challenges we faced, and analyze the impact these services have had on RDM at the University of Mannheim.
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
 | Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt. |
 Search Authors in
BASE:
Shigapov, Renat
;
Schumm, Irene
;
Schmidt, Thomas
;
Kamlah, Jan
;
Will, Larissa
Google Scholar:
Shigapov, Renat
;
Schumm, Irene
;
Schmidt, Thomas
;
Kamlah, Jan
;
Will, Larissa
ORCID:
Shigapov, Renat  ORCID: 0000-0002-0331-2558 ; Schumm, Irene ORCID: 0000-0002-0167-3683 ; Schmidt, Thomas ORCID: 0000-0003-3620-3355 ; Kamlah, Jan ORCID: 0000-0002-0417-7562 ; Will, Larissa ORCID: 0009-0004-6220-8939
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