A Tool for Human-in-the-Loop Analysis and Exploration of (not only) Prosodic Classifications for Post-modern Poetry
- Data-based analyses are becoming more and more common in the Digital Humanities and tools are needed that focus human efforts on the most interesting and important aspects of exploration, analysis and annotation by using active machine learning techniques. We present our ongoing work on a tool that supports classification tasks for spoken documents (in our case: read-out post-modern poetry) using a neural networks-based classification backend and a web-based exploration and classification environment.
Author: | Timo BaumannORCiDGND, Hussein Hussein, Burkhard Meyer-SickendiekORCiD, Jasper Elbeshausen |
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URL / DOI: | https://dl.gi.de/bitstream/handle/20.500.12116/25047/paper03_08.pdf?sequence=1&isAllowed=y |
ISBN: | 978-3-88579-689-3 |
Parent Title (English): | Informatik 2019 : 50 Jahre Gesellschaft für Informatik Workshop-Beiträge Fachtagung vom 23.-26. September 2019 in Kassel |
Publisher: | Gesellschaft für Informatik |
Place of publication: | Bonn |
Editor: | Claude Draude, Martin Lange, Bernhard Sick |
Document Type: | conference proceeding (article) |
Language: | English |
Year of first Publication: | 2019 |
Release Date: | 2022/04/09 |
Tag: | classification; data mining; free verse poetry; human-in-the-loop; rhythmical patterns |
First Page: | 151 |
Last Page: | 156 |
Institutes: | Fakultät Informatik und Mathematik |
Begutachtungsstatus: | peer-reviewed |
Publication: | Externe Publikationen |
research focus: | Information und Kommunikation |
Licence (German): | Keine Lizenz - Es gilt das deutsche Urheberrecht: § 53 UrhG |