• „Emergent Cooperation from Mutual Acknowledgment Exchange“ von Thomy Phan, Felix Sommer, Philipp Altmann, Fabian Ritz, Lenz Belzner und Claudia Linnhoff-Popien (Main Track)
• „Towards Anomaly Detection in Reinforcement Learning“ von Robert Müller, Steffen Illium, Thomy Phan, Tom Haider und Claudia Linnhoff-Popien (Blue Sky Ideas Track)

• „VAST: Value Function Factorization with Variable Agent Sub-Teams“ von Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor und Claudia Linnhoff-Popien.

• „Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition“ von Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz und Claudia Linnhoff-Popien.

• „Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning“ von Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch und Claudia Linnhoff-Popien.
• „Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search“ von Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer und Claudia Linnhoff-Popien

Wir freuen uns auf den intensiven Austausch mit den Kollegen vor Ort!

Prof. Dr. Claudia Linnhoff-Popien, Leiterin des Innovationszentrums Mobiles Internet im Rahmen des Digitalisierungsprogramms ZD.B des Freistaates Bayern, hat mit ihrem Vortrag „Digitalisierter Konsum: Marktplätze im Umbruch“ zur Tagung beigetragen.

Foto: © Patric Fouad

Der Verkauf von Produkten und Dienstleistungen hat den klassischen Point of Sale verlassen und findet auf unterschiedlichsten Kanälen statt. Firmen konkurrieren um mobile Zugangsmöglichkeiten zum Kunden, um Wissen über Kontext und persönliche Vorlieben. Der Kunde hat die Möglichkeit, Meinung, Erfahrung und Wissen als User Generated Content zu publizieren. Er selbst entfaltet eine Wirkung auf den Markt, kann Vertrauen bilden oder zerstören. Er wird zum Markenbotschafter im Netz. Überall entstehen neuartige Ökosysteme. Dabei sind Vertrauen der Kunden zum Händler und Schutz sensibler Kundendaten höchstes Gut.

In dieser spannenden Zeit der Digitalisierung ist die Kundenansprache von großer Bedeutung. Am Beispiel des Infogates des Flughafens München wird eine interaktive und personalisierte Möglichkeit aufgezeigt, eine persönliche Kundenansprache vorzunehmen. Mit Hilfe von WLAN Tracking kann der durch potentielle Kunden generierte Traffic verfolgt werden und mit unseren intelligenten Algorithmen zur anonymen Kundenauswertung eine Reihe von Informationen über die Zielgruppen von Kunden gewonnen werden.

Link zur Veranstaltung:
http://ceres.uni-koeln.de/veranstaltungen/tagungen/digitale-transformation/

• QuaInT 2021, Workshop on the Quantum Information Technologie, Kryvyi Rih, Ukraine, March 19, 2021

2020

• Workshop on Tools and Concepts for Communication and Networked Systems (TCoNS), Karlsruhe, September 29 – October 01 2020

2019

• IADIS International Conference on Internet Technologies & Society 2019 (ITS 2019), Hong Kong, February 8 – 10, 2019
• Sensors, open access journal on the science and technology of sensors and biosensors.
• 18. Fachgespräch “Sensornetze FGSN” der GI/ITG-Fachgruppe “Kommunikation und Verteilte Systeme” (KuVS), Magdeburg, Germany, September 18-19, 2019

2018

• 6th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2018), Fuchal, Madeira – Portugal, January 22 – 24, 2018
• 6th International Conference on Green and Human Information Technology (ICGHIT 2018), Chiang Mai, Thailand, Jan. 31 – Feb. 2, 2018
• 3rd International Conference on Pervasive and Embedded Computing (PEC 2018), Porto, Portugal, July 29 – 30, 2018
• Veni grant in the Innovational Research Incentives Scheme, Netherlands
• IEEE Transactions on Cybernetic

2017

• 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017), Porto, Portugal, February 19 – 21, 2017
• 32nd International Conference on Computers and Their Applications (CATA 2017), Honolulu, Hawaii, USA, March 20 – 22, 2017
• 8th International Conference on Information Science and Applications (ICISA 2017), Macau, China, March 20 – 23, 2017
• 15th International Conference on e-Society 2017 (e-Society, 2017), Budapest, Hungary, April 10 – 12, 2017
• International Conference on Vehicular, Mobile and Wearable Technology (VMW’17), Rome, Italy, June 5 – 6, 2017
• 2nd International Conference on Pervasive and Embedded Computing (PEC 2017), Madrid, Spain, July 27 – 29, 2017

2016

• 7^th International Conference on Information Science and Application (ICISA 2016),  Ho Chi Minh City, Vietnam, February 15 – 18, 2016
• 4th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2016), Rome, Italy, February 19 – 21, 2016
• International Symposium on Advances in Embedded Systems and Applications (EMBEDDED 2016), Lisbon, Portugal, February 21 – 25, 2016
• 14th International Conference on e-Society 2016 (e-Society, 2016), Vilamoura, Algarve, Portugal, April 9 – 11, 2016
• 5th International Conference on Smart Cities, Systems, Devices and Technologies (SMART 2016), Valencia, Spain, May 22 – 26, 2016
• International Conference “Digital Transformations and Global Society” (DTGS 2016), Saint-Petersburg, Russia, June, 23 – 24, 2016
• International Symposium on High Performance Mobile Computing and Wireless Networks (MCWN 2016), Innsbruck, Austria, July 18 – 22, 2016
• International Conference on Pervasive and Embedded Computing (PEC 2016), Lisbon, Portugal, July 29 – 31, 2016.
• 6th International Conference on IT Convergence and Security (ICITCS 2016), Prague, Czech Republic, September 26 – 29, 2016
• 7^th International Conference on Internet Technologies & Society (ITS 2016),  Melbourne, Australia, December 6 – 8, 2016
• Sensors, open access journal on the science and technology of sensors and biosensors.

2015

• 5th International Conference on Pervasive and Embedded Computing and Communication Systems (PECCS 2015), Angers, France, February 11 – 13, 2015
• 6th International Conference on Information Science and Applications, Pattaya, Thailand, February 24 – 26, 2015
• 2nd International Conference on Networked Systems (NetSys 2015), Cottbus, Germany, March 9 – 13, 2015
• 5th International Conference on IT Convergence and Security (ICITCS 2015), Kuala Lumpur, Malaysia, August 24 – 27, 2015
• 2nd International Workshop on Mobile and Social Computing for collaborative interactions (MSC’15), Rhodes, Greece, October 26 – 30, 2015
• 6th International Conference on Internet Technologies & Society (ITS 2015), Florianópolis, Santa Catarina, Brazil, November 30 – December 2, 2015
• 4th International Conference on Eco-friendly Computing and Communication Systems (ICECCS), Kurukshetra, India, December 7 – 8, 2015
• 2nd International Conference on Information Science and Security (ICISS2015), Seoul, Korea, December 14 – 16, 2015
• International Conference on Computing and Network Communications (CoCoNet’15), Trivandrum, India, December 16 – 19, 2015

2014

• 4th International Conference on Pervasive and Embedded Computing and Communication Systems (PECCS 2014), Lisbon, Portugal, January 7 – 11, 2014
• 11th IEEE International Conference on Services Computing (IEEE SCC 2014), Anchorage, Alaska, USA, June 27 – July 2, 2014
• 5th International Conference on Internet Technologies & Society (ITS 2014), New Taipei City, Taiwan, December 10 – 12, 2014

2013

• Conference on Networked Systems (NetSys 2013),Stuttgart, Germany, March 11-15, 2013
• International Conference on Internet Technologies & Society (ITS 2013), Malaysia, November 29 – December 1, 2013

2012

• Workshop on Applications for Cars (Apps4Cars’12) colocated with IEEE PerCom 2012, Lugano, Switzerland, March 19-23, 2012.
• International Workshop on Service-Oriented Architecture and Cloud Computing (SOAC-2012) colocated with International Conference on Advances in Computing, Communications and Informatics (ICACCI-2012), Chennai, India, 3 – 5 August 2012.
• The 16th IEEE International EDOC Conference (EDOC 2012), Beijing, China, September 10-14, 2012.
• The 2nd International Workshop on Smart Mobile Applications (SmartApps’12) in conjunction with The 10th International Conference on Pervasive Computing (PERVASIVE 2012), Newcastle, UK ,June 18 – 22, 2012
• IADIS International Conference on Internet Technologies & Society 2012 (ITS 2012),Perth, Australia, November 28 – 30

2011

• 17. Fachtagung “Kommunikation in Verteilten Systemen 2011″ (KiVS’11), Kiel, Germany, 8-11 März, 2011
• The 2nd International Conference Ubiquitous Computing and Multimedia Applications (UCMA 2011), Daejeon, Korea, 13-15 April, 2011
• The First International Workshop on Mobile Computing Platforms and Technologies (MCPT 2011), Las Palmas, Spain, 2 Juni, 2011
• 15th IEEE International EDOC Conference (EDOC 2011), Helsinki, Finland, August 29 – September 2, 2011.

2010

• IADIS International Conference (e-Society 2010), Porto, Portugal, March 18 – 21, 2010.
• 6th International Conference on Web Information Systems and Technologies (WEBIST 2010), Valencia, Spain, April 7-10, 2010.
• 10th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2010), Amsterdam, The Netherlands, June 7-9, 2010.
• The International Conference Ubiquitous Computing and Multimedia Applications (UCMA 2010), Sheraton Grande Ocean Resort, Miyazaki, Japan, June 23 – 25, 2010.
• 12th ACM International Conference on Ubiquitous Computing (UBICOMP 2010), Copenhagen, Denmark, 26-29 September, 2010.
• 10th International Multidisciplinary Conference on e-Commerce and e-Government (ECOM&EGOV’10), Wisla, Poland, October 18-20, 2010.
• 14th IEEE International EDOC Conference (EDOC 2010), Vitoria, ES, Brazil, October 25-29, 2010.
• 1st International Conference on Multimedia, Computer Graphics and Broadcasting (MulGraB 2010), Bali, Indonesia, 11-13 December, 2010.

2009

• 8th International Conferences on Networking (Networking 2009), Aachen, Germany, May 11-15, 2009
• 4th IEEE International Conference on Robotics and Automation (ICRA2009), Kobe, Japan, May 12-17, 2009
• The 3rd International Conference on Multimedia and Ubiquitous Engineering (MUE’09), Qingdao, China, June 4-6, 2009
• 9th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2009), Lisbon, Portugal, June 9-11, 2009
• 2009 International Symposium on Ubiquitous Computing Systems (UCS’09), Beijing, China, August 17-19, 2009
• 13th IEEE International EDOC Conference (EDOC 2009), Auckland, New Zealand, August 31-September 4, 2009
• 6. Fachgespräch “Ortsbezogene Anwendungen und Dienste” der GI-Fachgruppe “Kommunikation und Verteilte Systeme” (KuVS), Bonn, Germany, September 10-11, 2009
• Konferenz D·A·CH Mobility 2009, Klagenfurt, Austria, September 15-16, 2009
• 2nd Workshop on Services, Platforms, Innovations and Research for new Infrastructures in Telecommunications (SPIRIT 2009), Lübeck, Germany, September 29-October 2nd, 2009

2008

• 1st International Workshop on interoperable Vehicles (IOV 2008), Zurich, Switzerland, March 26-28, 2008
• 2nd International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), Busan, Korea, April 24-26, 2008
• 4th International Conference on Web Information Systems and Technologies (WEBIST 2008), Funchal, Portugal, 4-7 May, 2008
• 4th International Workshop on Mobile Commerce and Services (WMCS 2008), Kunming, China, May 25-28, 2008
• 8th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2008), Oslo, Norway, June 4-6, 2008
• 19th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2008), Cannes, France, September 15-18, 2008
• 12th IEEE International EDOC Conference (EDOC 2008), Munich, Germany, September 15-19, 2008
• 2nd International Conference on Methodologies, Technologies and Tools enabling e-Gov (MeTTeG 2008), Corfu, Greece, September 25-26, 2008
• 3rd International Workshop on (Multi-)Agent Systems in E-Business: Concepts, Technologies and Applications (MASeB 2008), Kaohsiung, Taiwan, November 26-28, 2008
• IEEE International Symposium on Multimedia (ISM 2008), Berkeley, California, USA, December 15-17, 2008

2007

• KiVS 2007:Workshop “Service-Oriented Architectures und Service-Oriented Computing”, März 2007
• KiVS 2007: 15. ITG/GI-Fachtagung “Kommmunikation in Verteilten Systemen 2007″, Bern, Schweiz, 25.Februar-02. März 2007
• WEBIST 2007: 3rd International Conference on “Web Information Systems and Technologies”, Barcelona, Spain 3 – 6 March, 2007
• CASEMANS 2007: The 5th International Conference in Pervasive Cumputing , Toronto, Canada, May 13, 2007
• Pervasive 2007: 5th International Conference on Pervasive Computing, Toronto, Ontario, Canada, May 13-16, 2007
• DAIS 2007: 7th IFIP International Conference on Distributed Applications and Interoperable Systems “Towards Sustainability”, Paphos, Cyprus 6 – 8 June, 2007
• DEECS 2007: The 3rd International Workshop on Data Engineering in E-Commerce and Services, San Diego, California 11-15 June 2007
• IADIS e-Society 2007, Lisbon, Portugal, 3-6 July 2007
• SEKE’2007: The Nineteenth International Conference on Software Engineering and Knowledge Engineering, Boston, USA, July 9-11, 2007
• COMPSAC 2007: 31st Annual International Computer Software and Applications Conference, Beijing, July 24-27, 2OO7
• MOBIQUITOUS 2007: 4th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Philadelphia, PA, August 6-10, 2007
• UbiComp 2007: Doctoral Colloquium at the 9th International Conference on Ubiquitous Computing , Innsbruck, Austria, September 16, 2007
• LoCA 2007: 3rd International Symposium on Location- and Context-Awareness, Oberpfaffenhofen near Munich, Germany, September 20-21, 2007
• IE’07: Special Session on Automatic Configuration of Applications for Intelligent Environments and End-user Support at the 3rd IET International Conference on Intelligent Environments, Ulm, Germany, September 24-25, 2007
• MeTTeG 2007: The First International Conference on Methodologies, Technologies and Tools enabling e-Government, Camerino (Italy), 27-28 September 2007
• EDOC 2007: 11th International IEEE EDOC Conference “The Enterprise Computing Conference”, October, 2007
• UCS 2007: International Symposium on Ubiquitous Computing Systems, Akihabara, Tokyo, Japan, November 26-28, 2007
• ISM2007: IEEE International Symposium on Multimedia 2007, Taichung, Taiwan, R.O.C., December 10-12, 2007
• MCCIS 2007: 9th Conference on Computer Science and Information Systems

2006

• 4th International Conference on Pervasive Computing (Pervasive 2006), Dublin, Ireland May 7-10, 2006
• 2nd International Workshop on Location-and Context-Awareness (LoCA 2006), Dublin, Ireland, May 10-11, 2006
• 6th IFIP WG 6.1 International Conference on Distributed Applications and Interperable Systems (DAIS 2006), Bologna, Italy, June 13-16, 2006
• 2nd International Workshop on Data Engineering in E-Commerce and Services(DEECS 2006), San Francisco, California, June 26-29, 2006
• IADIS e-Society 2006 Conference (Co-Chairs 2006), Dublin – Ireland, July 13-16, 2006
• The Third IEEE International Workshop on Mobile Commerce and Wireless Serevices (WMCS 2006), San Francisco, USA, June 26, 2006
• IADIS International Conference WWW/Internet 2006 (IADIS 2006), Murcia, Spain, 5-8 October 2006
• 10th International IEEE EDOC Conference “The Enterprise Computing Conference” (EDOC 2006), Hong Kong, October 16-20, 2006

2005

• 14. Fachtagung Kommunikation in Verteilten Systemen 2005 (KiVS’2005) Kaiserslautern, 28.Februar – 02.März 2005
• Internatial Workshop on Location- and Context-Awareness (LoCA 2005, Oberpfaffenhofen near Munich, Germany, May 12-13, 2005
• 7th International Conference on Enterprise Information Systems, Wireless Information Systems (WIS 2005),Miami, USA, May 24 – 25, 2005
• 5th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2005) ,Athens, Greece 14-17 June 2005
• The 30th International Workshop on Quality of Service (IWQoS 2005), Passau, Germany, June 21-23, 2005
• The Second IEEE International Workshop on Mobile Commerce and Services (WMCS’05), Munich, Germany, July 18-19, 2005
• 7th International IEEE Conference on E-Commerce Technology 2005(IEEE CEC 2005) , Munich, Germany, July 19-22, 2005

2004

• IADIS International Conference (e-Society 2004), Avila, Spain, 16-19 July 2004
• 8th International IEEE Enterprise Distributed Object Computing Conference (EDOC 2004), Monterey, California, USA, September 20-24, 2004
• Advanced Internet Charging and QoS Technology (ICQT 2004) , Barcelona, Spain, September 29 – October 1, 2004

2003

• GI/VDE/ITG-Fachtagung Kommunikation in Verteilten Systemen (KIVS’2003), Leipzig, 26-28. Februar 2003
• Eleventh International Workshop on Quality of Service (IWQoS), , Monterey, California, June 2-4, 2003
• IADIS International Conference e-Society 2003, Lisbon, Portugal, 3-6 June 2003
• eLerning Fachtagung Informatik (DeLFI 2003), München, 16.-18. September 2003
• 7th International Enterprise Distributed Object Computing Conference (EDOC´2003), Brisbane, Australien, 16-19 September 2003
• Internet Charging and QoS Technology (NGC/ICQT´03), Munich, 16.-19. September 2003
• 3rd IFIP Conference in eCommerce, eBusiness and eGovernment(I3E’2003), S.Paulo Guarujá Brazil, September 22-24, 2003
• Collaborative Electronic Commerce Technology and Research (CollECTeR 2003), Santiago, Chile, 29. September – 1. October, 2003
• The 28th Annual IEEE Conference on Local Computer Networks (LCN 2003), Bonn/Königswinter, October 20-24, 2003
• Distributed Applications and Interoperable Systems (DAIS 2003), Paris, France, 17-21 November 2003

2002

• 1. Deutscher Workshop über Mobile Ad-Hoc Netzwerke (WMAN2002), Ulm, März 25-26, 2002
• 6th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2002), Lausanne, Switzerland, September 17-20, 2002
• 2nd International Conference on Electronic Commerce, Electronic Business and Electronic Government (I3E’2002), Lisbon, Portugal, October 7-9, 2002
• Second International Workshop on Internet Charging and QoS Technology (ICQT’02), ETH Zuerich, Switzerland, October 16-18, 2002

2001

• GI/VDE/ITG-Fachtagung Kommunikation in Verteilten Systemen (KIVS’2001), Hamburg, 20.-23. Februar 2001
• 5th International Enterprise Distributed Object Computing Conference (EDOC’2001), Seattle, Washington USA, September 4-7, 2001
• Third IFIP WG 6.1 International Conference on Distributed Applications and Interoperable Systems (DAIS’2001), Krakow, Poland, September 17-19, 2001
• Workshop on Advanced Internet Charging and QoS Technology (ICQT’01), Vienna, Austria, September 26-28, 2001
• The First IFIP Conference on E-Commerce E-Business E-Government (I3E’2001), Zürich, Switzerland, October 4-5, 2001
• 6th Interational Conference on Protocols for Multimedia Systems (PROMS 2001), Enschede, The Netherlands, October 17-19, 2001
• IFIP/ACM International Conference on Distributed Systems Platforms (MiddleWare 2001), Heidelberg, Germany, November 12-16 2001

2000

• IFIP International Conference on Distributed Systems Platforms and Open Distributed Processing (Middleware 2000), New York IBM Palisades Executive Conference Center, New York, USA, 3rd – 7th April 2000
• 3rd IFIP/GI International Conference on Trends towards a Universal Service Market (USM’2000), München, September 12-14, 2000
• 4th International Enterprise Distributed Object Computing Conference (EDOC’2000), Makuhari, Japan, September 25-28, 2000

1999

• Third IFIP International Workshop on Formal Methods for Open Object-based Distributed Systems, Florence, Italy, Feb 15-18 1999 (Call for Papers)
• GI-Fachtagung Kommunikation in Verteilten Systemen, Darmstadt, 2. – 5. März 1999
• Third International Conference on Coordination Languages and Models (COORDINATION ’99), Amsterdam, Apr 1999
• IFIP WG 6.1 International Working Conference on Distributed Applications and Interoperable Systems, Helsinki, Jun 28-30 1999
• Third International Enterprise Distributed Object Computing Conference (EDOC ’99), Mannheim, September 27-30, 1999

1998

• Third IEEE International Workshop on Systems Management, Newport, Rhode Island, USA, Apr 22-24 1998
• IFIP International Conference on Trends in Electronic Commerce, Hamburg, Jun 4-5 1998
• IFIP International Conference on Distributed Systems Platforms and Open Distributed Processing: Middleware ’98, The Lake District, England, Sep 15-18 1998
• Second IEEE International Enterprise Distributed Object Computing Workshop (EDOC’98), California, USA, Nov 2-4 1998

1997

• IFIP International Conference on Open Distributed Processing, Building and Managing ODP Systems, Toronto, Canada, May 26-30 1997
• Second IFIP International Workshop on Formal Methods for Open Object-based Distributed Systems, Canterbury, UK, Jul 21-23 1997
• IFIP WG 6.2 International Conference on Distributed Applications and Interoperable Systems, DAIS’97, Cottbus, Sep 30 – Oct 2 1997
• First International Enterprise Distributed Object Computing Workshop (EDOC’97), Queensland, Australia, Oct 24-26 1997

1996

• IFIP/IEEE International Conference on Distributed Platforms (Client/Server and Beyond: DCE, CORBA,ODP & Advanced Distributed Applications, Dresden, Feb 27 – Mar1 1996
• First IFIP International Workshop on Formal Methods for Open Object-based Distributed Systems, Paris, France, Mar 4-6 1996
• International Workshop “Trends in Distributed Systems”, Aachen, Oct 1-2 1996

1994

• 1. Aachener Arbeitstreffen “Neue Konzepte für die Offene Verteilte Verarbeitung”, 5. Sep. 1994