Project Managers Can Boost Value by Building in a Buffer

KnowHOWE
FRESH THINKING FOR MANAGEMENT
Director’s Note
It’s always interesting when
a research outcome flouts
conventional wisdom, teaching us
something unexpected and useful.
Such were the results of two
recent faculty studies into project
management, which highlight the
kind of fresh thinking we love to
include in KnowHowe. Professors
Tal Ben-Zvi and Thomas Lechler
found when planning a project
portfolio, it’s critical to retain a
reserve of idle resources at the
start. Professor Zvi Aronson found
when managers lead several
projects concurrently, team culture
has less bearing on success
than agile managers who instill
an organization-wide focus on
collaboration.
This issue also features two articles
by executives, who share valuable
experience with internal processes.
For ARDEC, Andrei Cernasov
describes the IDEA program for
taking ideas from early stages to
deployment, offering greater detail
into a program he discussed at
a 2013 roundtable. Meanwhile,
Mary Keough and Ryan Hutton
explain IBM’s Technology Adoption
Program, which encourages
community-driven creativity. It’s a
deeper look at a concept presented
in the 2012 HSATM conference.
– Larry Gastwirt
HOWE SCHOOL ALLIANCE
FOR TECHNOLOGY MANAGEMENT
SPRING 2014
VOLUME 17, ISSUE 1
Project Managers Can Boost
Value by Building in a Buffer
by Tal Ben-Zvi and Thomas Lechler
It might sound very basic to say a lack of
available resources tends to doom projects.
But an examination of why projects miss
deadlines and go over budget shows, in a
majority of cases, that the problems can be
traced back to the planning table.
A poor economic climate has forced
managers to wear an increasing number of
hats as they steer projects from the idea
phase to the finished product. To do this,
they often must implement as many projects
as possible, allocating all the resources they
can spare to ensuring the greatest number
of opportunities can be addressed.
That’s all fine and well — at least, until
the unforeseen happens. Suddenly, even
minor setbacks cause major backups —
projects lack the extra resources to deal with
complications and delays, creating a trickledown effect that severely lowers the value
produced from the project portfolio.
The solution may be as simple as it is
unintuitive: In planning projects, managers
are better off reserving a bank of idle
resources than they are allocating all
resources to the portfolio at the start. It
A project manager who sets aside resources
in the planning phase will have a more
valuable portfolio when problems arise.
may seem like no way to operate in today’s
economy, but in extensive simulation
studies, we concluded it’s the best way
to ensure a project portfolio stays on time
and on budget. Having the buffer of idle
resources yields substantially higher value
and return on investment, a concept that’s
realized when problems crop up.
While the buffers prevent the kind of
resource diversion that leads to value
destruction — both in costs and time —
those buffers don’t come without costs of
their own. Leaders who install buffers are
Continued on next page
INSIDE THIS ISSUE
When managing multiple projects, it’s the manager, not team culture, that counts ..... Page 3
Having fewer resources doesn’t mean your company can’t prioritize innovation............ Page 4
How IMB TAPped creativity to ensure innovation remains a priority ............................ Page 6
managing project risk by building the costs
of additional resources into their budgets,
but our research demonstrates those costs
are well spent, as the buffer ultimately
results in much higher value.
In the hypothetical case of no project risk,
where future resource requirements are
known with certainty, the highest project
value is produced, of course, when 100
percent of resources are allocated to every
10,000
KEY
No Buffer
(100%
resource
allocation)
8,000
Project Value
The chart at right plots value as a function of
risk for a simulated portfolio of projects. Risk
is represented by the standard deviation of
resource requirements. A 0 percent standard
deviation represents a case in which resource
requirements for every project in the portfolio
for each time period are known in advance;
a positive standard deviation means resource
requirements were not fully known before a
project’s implementation, and more resources
were needed to satisfy the demand. Obviously,
a larger standard deviation means more
uncertainty about the demand for resources
for each project in each time period.
12,000
6,000
10% Buffer
4,000
2,000
0
0%
5%
10%
15%
20%
25%
Risk (standard deviation of resource requirements)
project in the portfolio at the start. But
in the real world, risk is a given for any
project, and value decreases sharply as risk
is introduced. Considering the realities in
planning projects, we find keeping a 10
percent buffer — allocating resources to 90
percent of the projects — an ideal balance
Here’s Howe
It all comes down to planning. By reserving 10 percent of resources in the project
planning stage, a manager has a ready pool of staffing and money ready to direct at
unforeseen delays and problems. This means more work is done on time, as managers don’t need to pull people from one project to another to solve problems — and as
a result, cost projections don’t go wildly off schedule.
Another benefit to building in a buffer is the discouragement of multitasking. While
portfolios with several projects invite employees to multitask, our research found this
practice actually damaging to overall value.
for maintaining value as risk increases.
In addition, when a project gets stuck and
needs additional resources, buffers can
help plug the demand, allowing for better
execution. As a result, fewer projects in the
portfolio are delayed, helping increase the
overall value of the portfolio.
Ultimately, it’s higher-level planning and
resource allocation by managers that
winds up saving costs and delivering more
predictable results, leading to projects that
are on time and within budget, and that
deliver improved returns on investment.
Reference
Ben-Zvi, T. and Lechler, T. “Resource Allocation in MultiProject Environments: Planning vs. Execution Strategies.”
PICMET 2011. IEEE Xplore Digital Library, 2011.
About the Authors
Dr. Tal Ben-Zvi is an associate professor and the Project Management program director at the Howe School of
Technology Management, Stevens Institute of Technology. Dr. Ben-Zvi conducts research that focuses on innovative
decision analysis models. His work has resulted in contributions to various publications, academic journals and
conference proceedings. Before joining Stevens, Dr. Ben-Zvi served as the Technology and Logistics Unit head in the
Israeli Ministry of Defense Budget Department. Contact: [email protected].
Dr. Thomas G. Lechler is an associate professor at the Howe School of Technology Management, Stevens Institute
of Technology. His research interests focus on value creation through innovation, with particular emphasis on the
management of projects and the recognition and exploitation of business opportunities. He regularly presents his
work at leading international research conferences. His work is published in the leading technology management
journals and he has published four books. His research has received several awards, including the PMI Project
Management Journal Paper of the Year Award in 2010. Contact: [email protected].
2
Culture Shock: In Multi-Project Scenarios,
Team Norms Have a Limited Impact
by Zvi H. Aronson
Team culture has long been thought to be an
important factor in project success.
Turns out, that’s not always the case, especially
in the increasingly common case of the
manager who is leading numerous projects
concurrently. In such cases, it’s the talents and
abilities of the manager that may matter most.
Despite the increasing prevalence of the multiproject framework at a time when resources are
increasingly constrained, empirical evidence on
this topic has been limited.
In the case of single projects, a strong
team culture — the behavioral norms and
expectations shared by members of the team
— drives the success of the work. However, in
multi-project situations — in which managers
lead several shorter-duration projects, each with
its distinct goals and deadlines, concurrently
— team culture has little bearing on success.
Instead, the key factors are an organizationwide focus on collaboration and agile managers
capable of juggling responsibilities.
To explore the effect of a strong team culture
in the multi-project setting, we surveyed 124
managers who supervised multiple information
systems projects or technology initiatives at
firms in the financial services industry. On
average, the identified managers had 11 years
of experience in leading simultaneous projects,
and they typically directed three to six such
efforts at any given period. Most of the projects
were implemented in less than one year, had
a budget under $2 million, and required fewer
than 20 team members.
The study probed the managers on a range
of topics related to organizational and team
culture, project leader competencies and
team building, as well as project outcomes
—duration, cost, customer satisfaction and
impact. Following a series of regression
analyses using Baron and Kenny’s procedure for
testing mediation, we found team culture did
not significantly affect success in the multiproject setting.
One possible explanation is that the unique
characteristics of multi-project environments
Multiple project management and success: The relevance of team culture
Leader
Competencies
Project
Success
Team Culture
Organizational
Culture
Limited effect
Significant, direct effect
Here’s Howe
To improve the success rate of a multi-project portfolio, executives must create
a company-wide culture of collaboration that goes beyond the bonds established
in individual project teams. Senior managers should set an example by sharing
information across initiatives and emphasizing their committment to different projects,
to encourage employee buy-in. They should promote cooperation and committment,
emphasize customer satisfaction, and offer rewards for company-wide performance.
undercut the benefits associated with building
a strong team identity. Above all, projects
launched in concurrence with others will likely
be forced to share stretched resources with
unrelated initiatives, and receive less individual
attention from managers, all of which make
nurturing a culture at the project team level
more challenging and, perhaps, less germane.
While a strong team culture in such settings
was shown to be less useful, efforts to build
a culture of collaboration on a company-wide
basis were found to have a significant and direct
effect on project success.
Success in multi-project settings was also
reliant on project managers who are flexible,
and can adapt to different teams and
initiatives easily and swiftly. Managers who
can be jacks-of-all-trades are indispensable.
Managers in multiple-project contexts must
be capable of listening, asking questions,
communicating — verbally and in writing —
and articulating and handling the information,
whether it is technical, legal, administrative
or interpersonal in nature. Other qualifications
found to be crucial to success include the
ability to assemble teams rapidly and to
delegate authority when necessary.
3
Reference
Aronson, Z.H., Shenhar, A.J. and Patanakul, P. “Managing the
Intangible Aspects of a Project: The Affect of Vision, Artifacts
and Leader Values on Success in Technology-Driven Projects.”
Project Management Journal, 44, 1, 35 – 58, 2013.
About the author
Dr. Zvi H. Aronson is an affiliate
assistant professor in the Howe
School of Technology
Management,
Stevens Institute
of Technology.
His research
interests center
on the behavioral
aspects of innovation and technology
management. His research is focused
on the behavioral features of project
leader and team performance, and
on the role played by culture in
project-based contexts. His work has
been published in many journals,
conference proceedings and books. He
has received the Howe School Faculty
Oustanding Research Award several
times. Contact: [email protected].
An IDEA that can help commercial organizations
by Andrei Cernasov
put an emphasis on innovation
Imagine driving a tank into a modern
battlefield. A decade ago or so, it’s not a hard
thing to picture. But today’s conflicts are
increasingly urban, and defense has shifted to
include prevention of not just physical attacks,
but cyber warfare. What inspired pride and
power in years past has less practical use in
war today, and that’s why innovation has always
been a top-line concern for the U.S. Army.
Today’s Army also is being forced to do more
with less. U.S. defense spending has dropped
three consecutive years amid federal budget
pressure, while the commercial market is in
the midst of a wave of mergers, acquisitions,
divestitures and commercial spinoffs. That
means fewer resources to innovate both in
the military and the private sector — an
unacceptable risk to the Army, which relies
upon technological superiority. But by creating
a strategy to foster innovation, ARDEC — the
U.S. Army Armaments Research, Development
and Engineering Center, where most of
the equipment used by the Army has been
designed, built and tested — has added 300
ideas to its pipeline, nearly doubled its patent
output and is seeding a growing number of
innovation projects. And it’s a strategy that can
work for smaller companies with fewer R&D
resources, too.
Five years ago, ARDEC created IDEA —
Innovative Developments Everyday at ARDEC
— with a modest budget and a mission to
create a culture of innovation that would
permeate every aspect of the organization. The
strong preliminary results show that the right
support network, training and rewards can help
foster innovation and bring ideas from the early
stages to development and deployment.
Being able to innovate consistently is a requirement in today’s Army, which like many
companies is forced to accomplish more with fewer resources.
The efforts of those champions are
supported by “innovation catalysts,” who
protect the interests of inventors and
innovators. Catalysts are well versed in the
intricacies of the enterprise, so they can
effectively guide inventors from concept
to funding. The decision of which ideas
become projects is the result of interactions
between the inventors and their catalysts
on one side, and the innovation champions
on the other.
Key to those interactions is the first step
in the ideation process: The creation of
a secure ideas database that allows idea
ownership to be tracked. This is a critical
step to fostering collaboration while still
recognizing an inventor’s work, leading to
more productive idea exchanges. When an
IDEA started with the creation of its own
idea is sufficiently evolved, it is evaluated
office, which allowed innovators to have a
by a subject matter expert and, from there,
dedicated place — away from their workspaces an idea evaluation committee, which can
— to generate ideas, do data searches or
recommend the idea be patented. IDEA
other innovation activities. Three senior-level
recognized early on that some ideas —
managers joined the team on a part-time
especially of a highly technical nature,
basis; those managers became “innovation
or else very dependent on customer
champions” who represented the interests
preference — might need additional
and priorities of IDEA, and defended it from
vetting. That led to the creation of five
naysayers who wanted its funds reallocated.
innovation hubs, where the inventor can
4
gather information, build prototypes or
conduct focus groups.
IDEA also supports innovation and inventors
in other key ways:
Training. The program emphasizes both how
inventors can think innovatively and how
managers should change their approach
when running innovative, as opposed to
routine, projects. Eight-hour training courses
are available in a number of topics and
emphasize lesser-known, but valuable,
techniques.
Metrics. IDEA tracks typical benchmarks,
like resources used and patents received,
but also the number of ideas entered in the
database and the rate of their conversion into
projects. The goal is to eventually add a new
metric — the percentage of ideas converted
into deployed systems.
Rewards. Recognition is a key part of the
equation, as inventors and innovators tend
to contribute more to the advancement of
the organization than other employees. At
ARDEC, inventors receive a monetary award
for each patent applied for and for each
patent they receive, as well as recognition
from peers and managers.
Workshops. The Osborne brainstorming
process (idea quantity over quality, deferred
judgment, encouragement of unusual ideas,
combination and spiral improvement of
ideas) can be useful in innovation, but is
less useful at ST&E (science, technology
and engineering) organizations like ARDEC.
Instead, problem-solving workshops
are conducted in “focals,” deeply
immersive ideation session that focus on
opportunities.
The IDEA program is executed via three
main processes: idea management,
described earlier; inventor support; and
invention on demand.
The inventor support process starts with
the assignment of catalysts to promote
promising ideas. With the help of catalysts
and innovation champions, the inventor
generates a business plan detailing
potential clients, development plans
and costs for the proposed project. If
successful, the funded projects are handed
over to project teams, of which the inventor
may become a part.
The invention on demand process starts
with a request-for-innovation call from
a high-level manager or a client. The
innovation office estimates the mix of
talent and resources needed to address the
issue, and conducts a series of information
sessions, workshops or focals to resolve the
problem or exploit the opportunity.
IDEA’s success so far has exceeded
expectations, and with many companies
operating under the same pressures as
ARDEC, the good news is it can be replicated
at cost-conscious, profit-driven companies
in any industry. Many elements described
above are optional or scalable: Hubs can
be outsourced, managers can be part-time
innovation catalysts and innovation-specific
classes can be taught by local faculty.
The critical components are the office
for innovation, a well-maintained ideas
database, a senior-level manager to run
the program — preferably an experienced
innovator — and a strong internal
communications program that lets inventors
know where to find help. But the most
important factor is the continued and longterm support of top management.
About the author
Dr. Andrei Cernasov is associate
director for innovation at ARDEC’s
Munitions
Engineering and
Technology Center.
He manages ARDEC’s
IDEA program. He
holds a B.E.E. from
the City College
of New York and a Ph.D. in physics
from the City University of New York.
Cernasov holds 30 patents in hightechnology areas.
ARDEC is a Howe School Alliance for
Technology Management member.
Keeping Alliance Members Ahead of the Digital Curve
Alliance members probably didn’t read a
recent New York Times report on bolstering
smartphones’ defenses against breaches.
The reason? They’d heard it in a roundtable
meeting six years ago, before media warnings
about BYOD, or bring your own device.
It’s just one example of HSATM members
gaining insight into important issues before
they become part of conventional wisdom.
At that September 2008 roundtable, Don
Gulliksen, senior scientist and policy adviser
for Johnson Technology Systems, outlined
the coming BYOD and social networking
revolutions, and raised the challenges
connected with deploying social nets in
business.
5
A participant at that roundtable remembered
the “incredulous reaction” from
participants: “Business life as we knew
it was about to change, and many found
that hard to believe. What a great role for
the roundtables to have taken on over the
years — shocking our participants into new
ways of thinking about the future of their
businesses.”
A Way to Put Innovation on TAP
What if your IT department encouraged you
to create and share your own software and
technology on your corporate network?
Calling that a role reversal would be an
understatement. As gatekeepers against
countless digital threats, managers cringe
when it comes to the consumerization of
IT — the technical term for when employees
ask about putting Dropbox on a company PC
or connecting an iPad to the network.
But almost 10 years ago, executives at IBM
saw an opportunity in opening the walled
garden of their network to allow employees
to write their own software. And today, the
Technology Adoption Program — better
known as TAP — has created a community
that’s improved technology adoption,
encouraged employees to think innovatively
about how they work with technology and
provided insight into future market trends.
And it can be replicated at just about any
company that’s established a culture of
innovation.
How it works
TAP is a network of IBM employees
consisting of software developers and early
adopters, all overseen by a community
manager. The creators write software to help
manage any number of internal processes,
Some of the apps TAP has fostered include
instant messaging software and file
management tools.
from instant messaging software to tools that
manage file sharing. Much like consumers
on an app store, the early adopters can
download software they find interesting, then
rate it, offer suggestions and recommend it
to others in the company. Developers then
refine their software as they go.
by Mary Keough and Ryan J. Hutton
Most of the technology developed in this
community is popular with a few hundred
users for a few months, then sunsets, so
the IT department doesn’t have to develop
systems to support it. But some successful
longer-lasting initiatives have been born
out of TAP, too. Sametime, IBM’s internal
messaging client, has its roots as a TAP app,
and four other tools have been absorbed and
expanded by the company’s Connections
unit, including technology that shares online
bookmarks and one creating a more social
corporate directory that allows for internal
networking.
Of the thousands of functional apps built
on TAP, only a handful have been runaway
successes. But even software that isn’t
a home run isn’t a failure — given how
expensive technology projects are, it’s
helpful to identify projects that don’t work or
aren’t useful before significant resources are
invested in them.
Why it works
How does this spur innovation? A system
like TAP gets employees thinking less
about problems with the technology in the
workplace and more about the opportunities
that might exist. Such entrepreneurial
thinking is useful at a big company like
IBM, but it’s critical for all companies to
have employees who can think about how
customers engage with their products.
Here’s Howe
Whether a program like TAP can work in your office depends a lot on your culture.
Some questions to ask yourself before starting:
Does your top executive care about innovation? Sometimes, the hard, honest question
to this answer is no. That’s a larger problem TAP won’t solve — and it won’t succeed
in such a company, either.
How tech-driven are employees? If they want to use their own iPhones and propose
specialized software to use on the job, that’s a good start. If there’s hesitation to adopt
new technology introduced by the IT department, you won’t get many takers.
How will the community be built? If you build it, they might come — but they won’t
stay. You’ll need buy-in from the top, a dedicated manager to encourage creation and
adoption of apps, and a feedback system that allows apps to be refined and shared.
6
The important thing about a program like
TAP is that it can’t work in a vacuum. IBM
was able to encourage this kind of creative
thinking because innovation is a core value
of the company, one it stresses from the top
down. That means the message of moving
quickly, taking calculated risks and thinking
entrepreneurially has to be emphasized from
new-hire orientation through messages from
the CEO and interaction with managers. Also
critical is a collaborative atmosphere, with
the tools and culture to ensure cooperation
among employees — which also provides
a place for employees to discover the tools
available through TAP.
A good understanding of employee
behaviors also is key. At TAP, IBM has
eschewed a formal permission process
that might slacken interest; employees fill
out a single sheet of paperwork to enter
the program. Furthermore, employees
have high expectations of how technology
should perform at work. They bring their
own devices to the job and request access
to specialized software that improves their
capabilities in and out of the office. At the
same time, IBM employees realize TAP is
beta software — they’re willing to point
out bugs and work together to suggest
fixes, and don’t expect the kind of polish a
professional software suite would have.
Encouraging employees to think
entrepreneurially about their challenges
with technology at work also plays a role in
retention of key talent. Star employees who
may have aspirations of leaving to launch
their own businesses may instead direct
their energies to “startup” problems like
those that TAP encourages solutions to.
Making it work
The right tooling is an essential part of
what makes a program like TAP successful.
And companies with limited technical
budgets won’t be intimidated by the
investment — all it takes is a centralized
“sandbox” allowing software developers to
bring their idea to life on a virtual machine
before sharing it.
Recognition is important for innovation,
and that’s true of a program like TAP,
also. While certificates or other awards are
useful in providing recognition, the people
creating the technology say the rating and
feedback system used by their colleagues
is more valuable. It gives creators a chance
to understand the demands of their
audience, engage with people using the
tools and think in a more nuanced way
about the problem they are trying to solve.
That plays into the importance of
the network TAP has fostered, also.
Community members from around the
globe interact to recommend apps,
features, fixes and the like, and thanks to
internal communications — like videos
and newsletters — that development
community is able to thrive.
The rapid march of technology means
understanding and delivering what your
employees need is not enough. A company
like IBM may not have a crystal ball, but
by observing and adjusting to the needs
demonstrated by the technologies in TAP,
it can get a sense of where current trends
are headed. Whether they come from an
official CIO project, a research team, an
early IBM product version or an employee
during spare time, such technologies
provide immediate value on TAP, and are
vetted out efficiently in the program.
About the authors
Mary Keough leads innovation programs for IBM’s CIO office,
including the Technology Adoption Program, Innovation Hubs
and IBM ifundIT — IBM’s internal crowdfunding platform. These
programs offer IBM employees around the globe the opportunity
to drive innovation and change across the company. Mary has a
long history of supporting innovation at IBM, including the creation
of Extreme Blue, IBM’s worldwide internship program offering
top computer science, engineering and business students the
opportunity to work on innovative projects. Contact: [email protected].
Alliance Firms
Can Seek Aid
from Howe’s
MBA Students
Distinguishing the value of an MBA program
isn’t always easy, especially when virtually
every business school offers one. But at the
Howe School of Technology Management,
the MBA program’s continual refinement
has led to the creation of a Field Consulting
Program that provides companies with help
in solving a problem.
The program is just the latest way HSATM
partner organizations can tap the technologyfocused training that’s at the core of every
Stevens program. And the program is
offered to Alliance members at a significant
discount.
Students are wrapping up a project for
Pershing LLC, which provides services to
financial organizations. The company was
eager to gain insight from students as to
how its business might be affected by the
rise of computer-enabled systems that
use intelligent algorithms to automatically
manage an individual’s finances.
Findings were to be presented later in May,
but so far, Rich Bingham, a director in
Pershing’s Global Strategy, Marketing and
Communication Group, is pleased. The
students, he said, “are very engaged, very
energetic. They ask a lot of good questions.”
“We’ve long recognized Stevens as one of
the better colleges for producing people who
understand innovation,” Bingham said.
Dr. Murrae Bowden, the MBA program
director at the Howe School, said the
Stevens MBA is unlike “vanilla” programs at
other universities.
Ryan J. Hutton supports online publishers’ use of ad products at
Google. Prior to joining Google, he worked as program manager of
TAP at IBM. He holds a BA in communication from Marist College.
Contact: [email protected].
“We recognize that technology is an
important component in any business, and
have tailored our core to include courses on
technology and innovation management, as
well as entrepreneurship,” Bowden said.
The TAP model was presented at the 2012 Howe School Alliance for
Technology Management Conference, in Hoboken.
7
HOWE SCHOOL ALLIANCE
FOR TECHNOLOGY MANAGEMENT
22 Years of Sharing Best Practices
UPCOMING EVENTS
HSATM Director
Dr. Lawrence Gastwirt
HOWE SCHOOL ALLIANCE FOR TECHNOLOGY MANAGEMENT
23rd Annual Conference
The Emergence of Social Data Analytics as a Powerful Driver of Innovation
Thursday, June 26, 2014, 8:45 a.m.-4:45 p.m. (Continental breakfast 8:00-8:45)
Director, Mgt. Technology
Transfer
Dr. Lemuel Tarshis
Babbio Center, Stevens Institute of Technology, Hoboken, NJ
Organizations that don’t see beyond the communication opportunities of social media like
Twitter and Facebook — regarding them simply as platforms for locating and interacting with
customers, and for stimulating collaboration among employees — are missing a major possibility
for advantage. Cutting-edge analytical and statistical techniques are allowing savvy companies to
leverage data from social networks to quickly understand what’s influencing the behavior of their
customers and to improve decision-making all along the value creation chain — from product
development to marketing, competitive analysis, pricing, problem anticipation, fraud detection,
enterprise risk management and beyond.
This level of analysis means the information derived from social media can directly and quickly
drive innovation. That’s the theme of this conference, which will demonstrate the creative ways
organizations are leveraging activity on social media to create bottom-line results, and will build
on previous conferences on Big Data and social media, and their impact on innovation.
Professionals working in product development, customer support, marketing, business
development, business intelligence and analytics, and information technology will find the
session highly rewarding.
Machine Learning in Digital Marketing
Claudia Perlich, chief scientist, Dstillery
Using Social Media to Create Content in the New Information Landscape
Mor Naaman, associate professor, Cornell University; chief scientist and co-founder, Seen.com
Understanding Your Workforce Better Through Social Analytics
N. Sadat Shami, team lead, workforce social analytics, IBM
Using Unstructured Data from Social Media to Enhance Predictive Capabilities
Pedro Desouza, EMC Corp.
HSATM Partners
Alcatel-Lucent
AT&T
Horizon Blue Cross Blue
Shield of NJ
Connectivity
Infineum Group
Johnson Technology
Systems
John Wiley and Sons
Stryker
US Army Armaments
Research, Development, and
Engineering Center
US Navy Strategic Systems
Program
Verisk Analytics
To register, visit www.stevens.edu/howe/conference2014
INFORMATION
For further information on HSATM activities or to submit an article, contact
Dr. Lawrence Gastwirt at (212) 794-3637 or [email protected].
Visit the HSATM website: www.stevens.edu/howe/partnerships/hsatm
Wesley J. Howe School of Technology Management
Stevens Institute of Technology, 1 Castle Point on Hudson, Hoboken, New Jersey 07030
Sharen Glennon (201) 216-5381 or [email protected]
©2014 Howe School Alliance
for Technology Management