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Lecture "Understanding the World with AI: Training and Validating AI Systems Using Synthetic Data" – Philipp Slusallek

09.12.2019
16:00-18:00 O'clock
Room 03-134 SBII

In cooperation with KI@JGU (a working group of scientists from many faculties and other JGU institutions, founded in 2018, who either conduct research on AI or use AI for their work (e.g. in higher education)), the Department of Sociology of Technology and Innovation, Simulation Methods invites to a lecture on "Understanding the World with AI: Training and Validating AI Systems Using Synthetic Data" by Prof. Dr.-Ing. Philipp Slusallek, Scientific Director at the German Research Center for Artificial Intelligence (DFKI).

We would be very pleased about active participation, an additional registration is not necessary for this lecture.

Understanding the World with AI: Training and Validating AI Systems Using Synthetic Data

Abstract:
The world around us is highly complex but AI Systems must be able to reliably make accurate decisions that in many cases may even affect human lives. With Digital Reality we propose an approach that instead of only relying on real data, learns models of the real world
and uses synthetic sensor data generated via simulations for the training and -- even more importantly -- the validation of AI Systems. This is extended by a continuous process of validating the models against the real world for improving and adapting the models to a changing environment.

A highly relevant application of this approach is autonomous driving as well in more general term intelligent sensor systems. Using a model about the objects to be measured and the measuring process these systems are aware of what and how they are measuring and can adapt the measuring strategy and parameters accordingly, e.g. to obtain more accurate measurements or achieve higher throughput.

Phillip Slusallek:
Philipp Slusallek is Scientific Director at the German Research Center for Artificial Intelligence (DFKI), where he heads the research area on Agents and Simulated Reality. At Saarland University he has been a professor for Computer Graphics since 1999, a principle investigator at the German Excellence-Cluster on “Multimodal Computing and Interaction” since 2007, and Director for Research at the Intel Visual Computing Institute since 2009. Before coming to Saarland University, he was a Visiting Assistant Professor at Stanford University. He originally studied physics in Frankfurt and Tübingen (Diploma/M.Sc.) and got his PhD in Computer Science from Erlangen University. He is associate editor of Computer Graphics Forum, a fellow of Eurographics, a member of acatech (German National Academy of Science and Engineering), and a member of the European High-Level Expert Group on Artificial Intelligence.
His research covers a wide range of topics including artificial Intelligence, simulated/digital reality, computational sciences, real-time realistic graphics, high-performance computing, motion modeling & synthesis, novel programming models, 3D-Internet technology, and others.

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Social Simulation Conference 2019

The Social Simulation Conference 2019 took place September 23 - 27, 2019 at the Johannes Gutenberg University in Mainz, Germany.

The conference is one of the key activities of the European Social Simulation Association (ESSA) to promote social simulation and computational social science in Europe and elsewhere. With over 180 attendees from 25 different countries and more than 120 paper and poster presentations, SSC19 has been greatly received by the attendees.

This year’s special theme was “Social Simulation for Social Policy” with foci on the areas of Urban Planning – Environmental, economic, demographic and social perspectives. Many great papers have been presented on these topics and especially the keynote presentations by Joshua M. Epstein, Nigel Gilbert, Erik Johnston and Gert Jan Hofstede gave interesting insights on social simulation, policy making and on how to use social simulation for policy making.

More Information

New Publication of the Unit

New article of the unit published in the edited volume The Routledge Companion to Innovation Management: "Ahrweiler, P. (2019): Innovation Management Simulations using Agent-Based Modelling, in: Chen, J., Brem, A., Viardot, E., Wong, P. K.:The Routledge Companion to Innovation Management: S. 539-559."

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New Research Project: "AI FORA"

Our new research project AI FORA is funded by the VW Foundation in the course of a 9-month planning grant which serves as a first step towards a multi-annual project. Our unit coordinates an interdisciplinary and international consortium which will investigate highly topical questions within the context of an ongoing rise of artificial intelligence: What are the effects of an increase in AI systems that assess human behaviour and how does society react towards this development? What are the social, political, legal and ethical implications of these modern computer programmes that more and more penetrate social structures?

Team of the JGU wins the 4th place of the "Frontier of Food" challenge

Team Innovation Networks (left to right: Nils Eggert, Rebekka Panitz, Viktoriia Voloshan, Jan Gruca and Johanna Kayser) © Ekipa

As part of the "Innovation Networks" seminar, which was led by Prof. Dr. Petra Ahrweiler, a group of sociology students successfully participated in the "Frontier of Food" Challenge, finishing in 4th place. The interdisciplinary challenge was organized by Merck KGaA and Ekipa. The topic was "the future of food", which was handled very differently by the student teams.

The JGU team has worked on the subject of Clean Meat, developing a concept of how Merck could establish Clean Meat products on the market and simultaneously become a central actor for innovation in this area. For the first place it was not enough, nonetheless the team could be happy about winning 1000 euro prize money. The first place was taken by a team from the University Wageningen (Netherlands), which has developed a process for the fermentation of fruits.

Minister Bätzing-Lichtenthäler informs herself about the Social Simulations Conference 2019

Minister Bätzing-Lichtenthäler, federal state Rhineland-Palatinate, visits JGU to hear about demographic contents in the Programme of the upcoming Social Simulation Conference 2019.

Link to the press release by the Ministry of Social Affairs, Labor, Health and Demography; Rhineland-Palatinate: https://msagd.rlp.de/de/service/presse/detail/news/detail/News/baetzing-lichtenthaeler-tauscht-sich-mit-mitgliedern-des-wissenschaftlichen-beirates-demografie-aus-1/

New Publication of the Unit

New contribution of the unit in the third issue of the Science Policy Papers organized by the Mercator Foundation published: Frank, D. and Ahrweiler, P.: The Future of Artificial Intelligence: Policy Research Perspectives (2018). The contribution in the volume Whither Artificial Intelligence? Debating the Policy Challenges of the Upcoming Transformation deals with the impact of AI on policy research in the near future.

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SSC 2019: Call for Submissions Published

SSC 2019 seeks submissions for the following:

  1. Abstracts (300 – 500 words)
  2. Extended Abstracts (3-4 pages; short oral presentations)
  3. Full Papers (max. 12 pages; long oral presentations)
  4. Poster abstracts (300 to 500 words)
  5. Special Tracks
  6. Workshops
  7. Round Tables

For further information please visit the conference webpage: Call for Submissions

Voting for New Formats for SSC 2019 begins

Interested parties can vote for new conference formats that could be implemented in next year´s Social Simulation Conference. We have prepared a PollUnit survey for the voting, which will be accessible by 26 November 2018. You are able to vote for the formats we have already proposed in the list and/or add another innovative conference format you would like to see at SSC 2019.

For further information, click on the link to the voting or visit our conference webpage.

New Publication of the Unit

New article of our unit published by the Journal of Responsible Innovation: "Ahrweiler, P., Gilbert, N., Schrempf, B., Grimpe, B. und M. Jirotka (2018): The Role of Civil Society Organisations in European Responsible Research and Innovation. Journal of Responsible Innovation Vol. 6 / Issue 1: 25-49."

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