Papers by Kim Bürgl
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning (2021.acl-long)
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Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
| Challenge: | open pit mines left many regions worldwide inhospitable or uninhabitable . aforementioned information has to be acquired to ensure safety and validity of land reuse . |
| Approach: | They propose a workflow for supporting the post-mining management of former open pit mines in the eastern part of Germany . they use active learning to perform multi-label sentence classification for two categories of restrictions and seven categories of topics . |
| Outcome: | The proposed system supports the post-mining management of former lignite open pit mines in the eastern part of Germany. |