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EML Research gGmbH
Schloss-Wolfsbrunnenweg 33
69118 Heidelberg
Germany
email: Lastname at eml-research.de
Tel.: +49 (0)6221 - 533 - 238
Fax: +49 (0)6221 - 533 - 298
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Research Interests
- Deception detection
- Sentiment analysis
My PhD is about deception detection, that is, to find deception
in spoken text. This work is part of the JUMAS project - a European
project funded by the ICT programme within the 7th Framework Programme
for Research and Development activities of the European Commisson.
It aims to build an infrastructure to collect, manage and enrich
multimedia documents. Its prototype is developed on judicial data.
The goal of my PhD research is to find indicators for deception, i.e.
linguistic, auditory and visual attributes that appear or change when
a person lies or attempts to deceive. My work is based on three assumptions:
a) the liar is afraid of detection (due to moral or even legal reasons),
b) telling from memory is a cognitively different task than telling from
imagination, and c) both, assumption a) and b) have an impact on the liar's
speech behaviour.
Many previous approaches on deception detection have had the one common
problem of data acquisition. Catching a liar is a difficult task; humans
are bad deception detectors and the artificial creation of lies does not
guarantee the aspect of stress. If participants are instructed to lie in
a corpus study, it gives them moral and legal justification to do so.
Our data, however, consists of real trial recordings and is thus highly adequate for
the study of deception detection.
Other topics I am interested in are subjectivity detection and sentiment
analysis, as well as formal semantics in general.
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About Me
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Personal Interests
During freetime, my biggest interest lies in
making any kind of noise, preferrably with the piano, saxophone, drums
or in the choir.
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Publications
2009
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Finding Hedges by Chasing Weasels: Hedge Detection Using Wikipedia Tags and Shallow Linguistic Features | ACL-IJCNLP 2009
to appear. (PDF)
Viola Ganter and Michael Strube
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