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Lead
Innovation @ IBM India Research Laboratory
IBM researchers take pride in the value that they deliver
to the companys clients, society and the world, writes Vinita Gupta
From
its inception a decade ago, IBM India Research Laboratory (IRL), the youngest
of the IBM Researchs eight globally integrated research labs across six
countries, has been driven by one missionto advance state-of-the-art breakthroughs
in IT through research in software and services, and to provide leadership by
delivering innovations to IBMs clients globally. Located in two sites,
New Delhi and Bangalore, the IBM India Research Laboratory focuses on a wide
range of research areas.
The current focus of IBM IRL includes several indigenous
projects in the areas of information and knowledge management, interaction and
collaboration technologies, systems management, distributed and high performance
computing, software engineering, analytics and optimizations, servisces innovation,
industrial and telecommunications research.
People are looking for value that arises from a creation and not just
looking at technology for technologys sake. When it comes to innovation,
there is a need to think collaboratively and in a multifaceted manner, as this
determines who wins and who loses. Innovation today is more about services,
processes, business models or cultural innovation rather than just product innovation,
said Daniel Dias, Director, IBM India Research Laboratory.
Dias remarked that a bright mind could create wonderful ideas
or invent interesting technologies, but for those inventions to have any impact,
these bright minds needed to be linked with the needs and challenges of society.
Thats why IBM researchers work closely with the beneficiaries of their
technology breakthroughs.
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Innovation
today is about services, processes, business models or cultural innovation
rather than just product innovation.
- Daniel Dias
Director, IBM India Research Laboratory
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IBM Research has created teams of researchers and consultants
to work on client engagements that explore ways to increase competitive advantage
and business value, and provide unique solutions, strategies and processes for
business transformation. A variety of programs have been implemented to expedite
the transition of inventions into the marketplace. Joint programs with IBMs
product development laboratories have been established to focus on solving the
essential technical problems necessary to evolve the product line, from systems
and software to semiconductors and storage products.
Dias added, Our work with clients includes the First-of-a-Kind (FOAK)
program in which researchers and clients partner to create solutions to solve
real-life business problems and explore new technologies for emerging opportunities.
On Demand Innovation Services (ODIS), a services arm of IBM Research, extends
the technical reach of IBMs Global Business Services by engaging researchers
as consultants to bring innovative solutions to complex business problems faced
by clients in areas such as business optimization and analytics, supply chain,
security and privacy, and mobile enablement.
Lets look at some of the upcoming and innovative technologies developed
by IBM.
Business finder for service providers
Business finder technology is a next-generation, real-time, presence based mobile
resources management technology developed by Telecom Research and Innovation
Center (TRIC) team at IRL. This technology empowers a consumer to find and use
the nearest, highly rated and available professional be it a plumber, electrician,
carpenter or doctor. TRIC group has been working on this technology for the
past 18 months.
The technology combines sophisticated geographic information system (GIS) applications
and data analysis with mobile telephone networks to provide information, wherever
and whenever, to a consumer who is looking for a specific nearby service. This
technology also enables on-demand business in a mobile marketplace, anywhere,
at anytime.
The business finder technology provides a flexible, Service Oriented Architecture
(SOA) based, Internet Protocol (IP) Multimedia Subsystem (IMS) compliant services
solution to telecommunications service providers. It also facilitates the evolution
of service providers from existing networks into a converged network that allows
easy interoperability using industry standards.
Dias added, The existing location-based search techniques suffer from
the fact that they do not adequately exploit the mobility of business entities.
Todays telecommunications market is incredibly competitive, making value-added
services one of the most critical aspects of doing business, and thats
where business finder technology can play a significant role offering more innovative
and consumer-oriented-services.
The technology could either be hosted by an individual network operator (telecommunications
service provider) or can cut across operators. In the former case, it can be
marketed by the operator as a differentiating value-added service to its consumer
base. In the latter case, the business finder application would be a third-party
service that draws a consumer base and mobile vendor workforce from a number
of telecommunications operators.
IBM India Research Lab has demonstrated a working prototype of the solution.
We are in the process of talking to service providers, both in India and
abroad. The initial response that we received was quite encouraging, stated
Dias.
In 2006, the company invested $6.1 billion into R&D.
It has 8 labs in six countries.
3,000 plus scientists and technologists work at IBM Research.
For 14 years it has held the record for filing the largest number of patents.
It has five Nobel Laureates.
Researchers at IBM have won seven US National Medals of Technology, five
US National Medals of Sciences and six Turing Awards. |
Combining structured and unstructured information
SCORE (Symbiotic Content Oriented information Retrieval) and EROCS (Entity Recognition
in the Context of Structured data) give an organization the ability to generate
insights to help enhance customer satisfaction as well as identify new business
opportunities.
These two technologies automatically combine structured and unstructured information
that are distributed across the organization, enabling companies to generate
new contextual and actionable insights to help determine appropriate business
decisions. These technologies are useful for customer information management,
targeted marketing, fraud detection and prevention and legal compliance.
EROCS addresses the problem of linking a document with related structured data
in an external relational database. It views the structured data in the relational
database as a set of predefined entities and identifies the entities from this
set that best match the given document.
It further finds instances of the identified entities being embedded in a document.
These embeddings are essentially linkages that interrelate relevant structured
data with segments within a given document.
Dias added, A highlight of this technology, which clearly differentiates
it from the traditional named-entity recognition systems, is that EROCS identifies
an entity even if it is not explicitly mentioned in the document. It exploits
the context information present in the document to match and identify entities.
SCORE addresses the problem of consolidated querying of structured and unstructured
data, wherein the application specifies its information needs using only a SQL
query on the structured data, and this query is automatically translated into
a set of keywords that can be used to retrieve relevant unstructured data. At
the core of this technology lies a technique for obtaining these keywords from
not only the query result, but also from additional related information in the
underlying database.
It also works on customer e-mails and transcribed calls and
rapidly categorizes and manages a wide variety of customer e-mails and calls
on numerous subjects, such as complaints, billing questions or other types of
inquiries, and enables the identification of specific issues associated with
each inquiry. The solution also automatically assesses the sentiment of the
customer to determine their level of concern or satisfaction, and identifies
the top keywords mentioned throughout the content. These keywords can be used
to find the key pain-points of a customer who has a complaint.
SCORE /EROCS technology helps enterprises use unstructured data for business
intelligence which was hitherto impossible. It has immense applicability in
call centers. By using the technology an enterprise can combine its structured
and unstructured information and provide call center agents with a complete
history of all customer activity so they are aware of information that has already
been shared through previous interactions, said Dias.
The technology has been tested and deployed at HDFC Bank.
The bank has partnered with IBM India Research Lab on this project to get new
insights from customer information.
| Business finder: This technology empowers
a consumer to find and use the nearest, highly rated and available provider
be it a plumber, electrician, carpenter or doctor.
SCORE /EROCS: These two technologies automatically
combine structured and unstructured information that are distributed across
the organization, enabling organizations to generate new contextual and
actionable insights to help determine appropriate business decisions.
RMI: The framework characterizes and evaluates
the resiliency of an organization and quantitatively computes its resiliency
score.
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Resiliency Maturity Index
Business leaders and enterprises are faced with the challenge of keeping their
enterprise running and growing, no matter what. Failure to deal with risk, stay
agile and prepare to plan for business continuity can have disastrous consequences
on operations, revenue, even intangibles like a companys brand. Effective
strategies to contain such disasters are more important now than ever in the
age of outsourcing and globalization, and IBM has developed Resiliency Maturity
Index (RMI), an innovative disaster management framework for building a resilient
enterprise.
The framework characterizes and evaluates the resiliency of an organization
and quantitatively computes it resiliency sco re. Business or organizational
resiliency means the ability to rapidly adapt and respond to internal and external
dynamic changesopportunities, demands, disruptions or threats and continue
operations with limited impact to the business. With the RMI framework, enterprise-wide
organizational resiliency can be assessed and the resiliency score computed.
The resiliency score can also be computed for a part of an organization such
as a specific business unit or a service line. The framework and information
helps organizations make investment decisions by viewing the impact of an investment
in a specific area on the overall resiliency score of the organization. Technically,
it means to be able to represent an organization into a set of components (at
appropriate granularity), which can be independently assessed for resiliency
and capture the complex relationships/interactions between components to compute
an overall resiliency score.
Dias revealed that it is related to Operational Risk Assessment and Reliability
Analysis technologies, These technologies require specification of failure
rates of components in hard probabilities. In our approach, simple English language
descriptions are used to score components which make it easy to use in practice.
Another novel feature of our model is the substitution relationship which brings
in a certain softness that factors in the flexible nature of interactions between
organizational components.
Organizations, especially those whose products or services need to be delivered
to clients in a highly reliable manner, can avail of this framework to have
themselves assessed, and use the analysis to identify ways to either improve
their score, or differentiate themselves from their competition based on a higher
score.
IBM Global Technology Services-Business Continuity and Recovery Services (BCRS),
sees high potential value in using RMI for their resiliency assessments and
the RMI team and BCRS are closely working together to see how this value can
be unlocked. The BCRS team is in the process of evaluating and exploring how
they can integrate RMI into their current models, specifically into the Resilience
Program Assessment (RPA) model. The technology is in the early stages, and here
is no timeline yet.
IRL is committed to sustaining a culture of innovation to apply its discoveries
and insights to important business and societal issues.
vinita.gupta@expressindia.com
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