The Role of Text Analytics in Managing
of Intangible Assets and
the Emergence of Service Science
Dr. Wlodek
Zadrozny
IBM T. J. Watson Research Center
Friday, April 8, 11:00am
Location: EB1234
Abstract
The
world economy is increasingly driven by services, and the performance of
companies depends on such intangibles as customer good will, brand value,
employee quality and robustness of supply chain. As the share of services
supported by information technology (IT) is growing, business problems are
posed as IT questions: How can I improve effectiveness of my communication with
customers and reduce cost at the same time? Do internet discussions of my
products/services pose a threat to my brand? How can my employees find
information and expertise when they need it? How do I organize my supply chain
and leverage information flowing in my computer systems? As an executive, how
do I manage all these intangibles? Finally, as an investor, how do I evaluate
companies when 80% of the stock market value is in intangibles?
We
will present two somewhat surprising observations about intangibles: the number
of intangible attributes of value is relatively small (<100), and that 80%
of all intangibles can be analyzed using the new technologies of text mining,
data mining and information integration. The first statement is supported by
reviewing available studies of intangibles. The second statement is based on a
review of implemented commercial and R&D technologies, and in particular of
text analytics. We will show that text analytics begun to emerge as a credible
technology at the end of 1990s, and is maturing very rapidly. Recently
introduced IBM Unstructured Information Management Architecture will likely accelerate
the maturation process.
We
will conclude the presentation with broader point: service science is emerging
as a field to study problems of capturing business value through technology and
organizational change. Thus our study of intangibles is one of several examples
of research that arguably belongs to this new field. We will give a few other
informative examples of such work, for instance social network analysis and
innovation management.
Biography
Wlodek Zadrozny has been with IBM
Research for 19 years. His experience includes R&D management, researching
text analysis, product development and technical planning and strategy.
Currently, Wlodek is a Technologist at the On Demand
Innovation Services -- a new IBM initiative to bring Research to business
transformation and consulting. He has also been consulting in the area of text
analytics and search. His research interests focus on business impact of
technologies, and in particular on text and data analytics.
Previously Wlodek
coordinated the development and transfer of search and text processing
technologies between Research and IBM Software Group, in particular of the Omnifind search engine and UIMA, Unstructured Information
Management Architecture. Earlier, as Manager of Conversational Machines, he led the development systems using
speech and natural language for IBM Personal Systems Group, two large US banks
and a large Canadian bank.
Wlodek Zadrozny received a Ph.D.
in Mathematics, with highest distinction, from Polish Academy of Science. He's also the recipient of A. von
Humboldt and H.B.Curry fellowships. He is an author
of about 20 patents, including one of IBM top five patents in 2001. Wlodek has published over 50 refereed publications, and
participated in editorial boards and program committees. He is a Senior Member
of IEEE, member of ACM, AAAI, and ACL, as well as a founder of the first
Professional Interest Community (PIC) at IBM Research, and more recently of the
Services Computing PIC.