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Dipl.-Phys. Sebastian Bauerschmidt
Researcher at the IMMD 8 since September 2004.
Research Interests:
Textmining & Information Extraction:
While classical techniques heavily rely on statistical approaches, i try to enrich these by incorporating external knowledge like morphological features, ontologies (GermaNet) and domain-specific heurisitics. We are currently working on a POS-Tagger for German, stay tuned to download the software. In the mean time, read how to extract technical features of products by mining the web - pdf
Web Content Mining:
Web Mining is all about analyzing Web Pages (and therefore bombing Google). While it is sometimes quite hard to find good sites with a search engine, it is even more of a problem to let the computer extract relevant information from it, cause of the massive amount of irrelevant parts of websites like navigation panels, ads, headers and footers or link-farm like structures. We developed a filter mechanism for those unwanted parts implemented in Java. It finds content-rich parts of a website by analyzing linked pages of the same domain to identify static parts of a set of websites that usually hold no content. You can download SBFilter here. This project was realised as a Studienarbeit, get it here (only available in German, the source code is documented in English).
Projects:
I am currently involved in FORSIP (Bavarian Research Cooperation for Situated, Individualized and Personalized Human-Computer Interaction). Associated with the project Trustee2, we build an shopping advisory system, that uses no classical AI knowledge base to support decision-making, but on-the-fly knowledge extraction off the internet.Aktuelle Publikationen
- Chirurgischer Magnethalter , Philip Mewes, Juloski, Aleksandar, Bulitta, Clemens, Fuchs, Friedrich, Maier, Karl-Heinz, Bechtold, Mario, Kuth, Rainer, Schmidt, Sebastian
- Implant has sealing element that is arranged in inner side of stomach of patient in such manner that it is moved between releasing position and sealing position , Philip Mewes, Juloski, Aleksandar, Bulitta, Clemens, Fuchs, Friedrich, Maier, Karl-Heinz, Bechtold, Mario, Kuth, Rainer, Schmidt, Sebastian
vollständige Publikationsliste hier
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