The pilot project was initiated as a feasibility study to evaluate how far current text mining technology is able to support automated information extraction from Chinese text sources such as scientific publications and the patent literature.
In the course of this project, ProMiner, the named entity recognition software developed at Fraunhofer SCAI, has been adapted to the specific requirements of text mining in Chinese scientific biomedical and pharmaceutical literature. Most commercial text mining technology is able to analyse English text, and some solutions provide functionalities for the analysis of German or French text. However, due to the steep increase in Chinese scientific output and the ever growing importance and attractiveness of the Chinese market to Western companies, the ability to automatically analyse Chinese unstructured information sources is of utmost importance for scientific and competitive intelligence aiming to closely follow what happens in China.
Evaluation of the performance of the pilot system jointly demonstrates that Chinese literature can be mined for biomedical terms with similar performance as English literature. However, “the challenge of Chinese Text Mining cannot be regarded as being solved”, Dr. Juliane Fluck, Head of the Text Mining Team at Fraunhofer SCAI makes clear: “we have just demonstrated that we are able to mine the Chinese biomedical scientific literature automatically. The real work – which is aiming at providing all functionalities needed for true knowledge discovery from Chinese unstructured text sources – starts now, after the proof-of-principle”. Prof. Martin Hofmann-Apitius, Head of the Department of Bioinformatics at Fraunhofer SCAI sheds some light onto another, rather “academic” aspect of this work: “we were in the favourable situation that we have Chinese students doing their Master degree in Life Science Informatics at Bonn-Aachen International Center for Information Technology (B-IT).
The next steps in this collaboration will see an extension to another Fraunhofer Institute: the Fraunhofer Institute for Systems and Innovation Research (ISI). ISI in Karlsruhe has strong ties to China and is specialized on monitoring Chinese research, innovation and markets. Through collaboration with the Chinese Institute of Policy and Management, an institute of the Chinese Academy of Sciences (CAS), ISI is a premier partner when it comes to understanding science and innovation in China.About Fraunhofer:
The Fraunhofer Institute for Algorithms and Scientific Computing SCAI conducts research in the field of computer simulations for product and process development. SCAI designs and optimizes industrial applications, implements custom solutions for production and logistics, and offers HPC and Cloud solutions. Services are based on industrial engineering and methods from applied mathematics and information technology.
Contact:Prof. Dr. Martin Hofmann-Apitius
Michael Krapp | Fraunhofer-Institut
UT professor develops algorithm to improve online mapping of disaster areas
29.11.2016 | University of Tennessee at Knoxville
New standard helps optical trackers follow moving objects precisely
23.11.2016 | National Institute of Standards and Technology (NIST)
A multi-institutional research collaboration has created a novel approach for fabricating three-dimensional micro-optics through the shape-defined formation of porous silicon (PSi), with broad impacts in integrated optoelectronics, imaging, and photovoltaics.
Working with colleagues at Stanford and The Dow Chemical Company, researchers at the University of Illinois at Urbana-Champaign fabricated 3-D birefringent...
In experiments with magnetic atoms conducted at extremely low temperatures, scientists have demonstrated a unique phase of matter: The atoms form a new type of quantum liquid or quantum droplet state. These so called quantum droplets may preserve their form in absence of external confinement because of quantum effects. The joint team of experimental physicists from Innsbruck and theoretical physicists from Hannover report on their findings in the journal Physical Review X.
“Our Quantum droplets are in the gas phase but they still drop like a rock,” explains experimental physicist Francesca Ferlaino when talking about the...
The Max Planck Institute for Physics (MPP) is opening up a new research field. A workshop from November 21 - 22, 2016 will mark the start of activities for an innovative axion experiment. Axions are still only purely hypothetical particles. Their detection could solve two fundamental problems in particle physics: What dark matter consists of and why it has not yet been possible to directly observe a CP violation for the strong interaction.
The “MADMAX” project is the MPP’s commitment to axion research. Axions are so far only a theoretical prediction and are difficult to detect: on the one hand,...
Broadband rotational spectroscopy unravels structural reshaping of isolated molecules in the gas phase to accommodate water
In two recent publications in the Journal of Chemical Physics and in the Journal of Physical Chemistry Letters, researchers around Melanie Schnell from the Max...
The efficiency of power electronic systems is not solely dependent on electrical efficiency but also on weight, for example, in mobile systems. When the weight of relevant components and devices in airplanes, for instance, is reduced, fuel savings can be achieved and correspondingly greenhouse gas emissions decreased. New materials and components based on gallium nitride (GaN) can help to reduce weight and increase the efficiency. With these new materials, power electronic switches can be operated at higher switching frequency, resulting in higher power density and lower material costs.
Researchers at the Fraunhofer Institute for Solar Energy Systems ISE together with partners have investigated how these materials can be used to make power...
16.11.2016 | Event News
01.11.2016 | Event News
14.10.2016 | Event News
02.12.2016 | Medical Engineering
02.12.2016 | Agricultural and Forestry Science
02.12.2016 | Physics and Astronomy