Can
Intelligent Agents Proficiently Negotiate with Humans? Design Architecture,
System Prototype and Empirical Findings
Dr. Yang Yinping, Scientist & Independent
Investigator, IHPC, A*STAR (Singapore)
Time: Monday, Dec 5, 2011, 2 PM
Venue: SEIEE-03-414
Abstract
With the growth of the global online marketplace, both leading IT practitioners
(e.g., IBM, HP, Alibaba) and academic communities in artificial intelligence
and e-commerce have started to pay growing attention to the market potential of
agent-based negotiation service. In Singapore, innovative web services have
been identified by IDA as one of the five Infocomm clusters that offers high
growth potential for the nation. My research program aims to design and develop
a type of innovative services that can be deployed in the web that potentially
benefits small and medium sized enterprises to reap the values of an
intelligent agent-based negotiation service to automate the process of procurement/sales
over multiple business attributes. Software agents offer measurable potential
benefits, including lower opportunity cost, more efficient outcomes, and the
elimination of social-emotional barriers of human decision-making in handling
routine, repetitive transactions.
In this 45-minute talk, I will first introduce the multidisciplinary
theoretical models on the topic of computerized negotiation for online
business. An US-patent pending system prototype will be demonstrated to
illustrate the design of agent-based negotiation strategies with an end-to-end
scenario where a software agent interacts with a human counterpart in
negotiation. Findings of three recent experiments will be presented alongside a
discussion on future research directions. I will also discuss the potential
industrial applications and explore collaboration opportunities with the
academic community and industry in China, followed by a 15-minute Q&A
session.
Biography
Dr. Yang Yinping is a scientist and independent investigator in the Institute
of High Performance Computing, Agency for Science, Technology and Research
(A*STAR), Singapore. She receives her Ph.D. in Information Systems and Bachelor
of Computing (Hons) from National University of Singapore in 2008 and 2003. Dr.
Yang’s research interests are agent-based negotiation, intelligent systems,
social networking sites, and economic considerations in cloud computing. Her
research has been published in Journal of Behavior & Information
Technology, Journal of Global Information Management, International Conference
in Information Systems (ICIS), Workshop in Information Technologies and Systems
(WITS), International Conference of Group Decision and Negotiation (GDN),
International Conference on Human-Computer Interaction (ICHCI), and Hawaii
International Conference on System Sciences (HICSS) and so on. She has also
taught a broad range of business IT subjects such as E-Commerce Technologies,
Human-Computer Interaction, Computing and Society and Introduction to
Information Technologies at School of Computing, National University of
Singapore during 2003-2007.
Dr. Yang’s research has received a number of prestigious international awards.
Her recent work in collaboration with Hewlett-Packard Laboratories, entitled
“Negotiation as a Service: An Agent-Based Negotiation Engine for Online
Business”, has won Best Prototype Award at WITS09. Her other research
achievements include a Best Paper Award (with Ms. Cheng Zengyan and Assoc.
Prof. John Lim) at the 40th Hawaii International Conference on System Sciences
in January 2009, and a Best Paper Award (with Assoc Prof. John Lim and Ms. Chen
Yao) at the 16th International Workshop in Information Technologies and
Systems, Wisconsin, USA in December 2006. She has received Dean's Graduate
Awards from School of Computing, National University of Singapore in years 2004
and 2007.
Web Profile and Publication List:http://www.ihpc.a-star.edu.sg/yangyp.php?display=1