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CEME Research
Insert a
paragraph here that describes the
faculty resources associated with CEME.
Below you will find some of our ongoing
research or you may check out all
faculty research and student projects
sponsored by CEME. It might also state
that hard copies are available by
contacting the center’s director.
Current Projects Sponsored by
CEME
Title of Paper that, if clicked, opens new window with.pdf version of paper
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This
would be a paragraph
summarizing the subjects
covered in this research
paper. It would include a
brief summary of the
research. – Author.
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Galit Shmueli and Wolfgang Jank,
"Statistical Analysis of Online Markets:
Exploring and Characterizing Lucrative
Markets"
| Electronic
commerce, and in particular
online auctions, have
received an extreme surge of
popularity in recent years.
While auction theory has
been studied for a long time
from a game-theory
perspective, the electronic
implementation of the
auction mechanism poses new
and challenging research
questions. Although the body
of empirical research on
online auctions is growing,
there is a lack of treatment
of these data from a modern
statistical point of view.
In this work, we present a
new source of rich auction
data and introduce an
innovative way of modelling
and analyzing online bidding
behavior. In particular, we
use functional data analysis
to investigate and
scrutinize online auction
dynamics. We describe the
structure of such data and
suggest suitable methods,
including data smoothing and
curve clustering, that allow
one to profile online
auctions and display
different bidding behavior.
We illustrate the methods on
a set of eBay auction data
and tie our results to the
existing literature on
online auctions. |
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Joseph Bailey, "Information
Asymmetries in Electronic Hierarchies"
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This
document outlines a proposed
research project involving
the management of
information asymmetries in
electronic hierarchies.
Specifically, the project
tries to assess how a
procurement firm may sustain
a hierarchy knowing that the
benefits of staying with
this hierarchy become more
uncertain over time. I argue
that the procurement firm
may use its position as an
intermediary to manage
information asymmetries
among their partners to
estimate the benefits of not
switching from a hierarchy
to a market. Furthermore,
the efficacy of managing
information asymmetries may
be exacerbated as
traditional hierarchies
migrate to electronic
hierarchies. This research
project involves the
empirical investigation of
an intermediary, Avendra,
and its establishment of a
hierarchy. I will use the
pricing information that
Avendra has shared with the
University of Maryland to
conduct this research. |
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Martin Dresner, Robert Windle,
and Ming Zhou, "Effectiveness of Seller
Credibility Systems in Online Auction
Markets"
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The Internet has the ability
to bring together large
numbers of buyers and
sellers, allowing for
wide-scale market coverage.
However, this technology may
result in greater trust
problems than exist in
corresponding
brick-and-mortar markets,
due to a lack of information
about product quality or
seller/buyer honesty. In
general, buyers and sellers
in Internet markets often
may not have personal
knowledge of their trading
partners or may not have
engaged in previous
transactions with their
partners. Product
information, as well as
information on buyers and
sellers, may be selectively
disclosed, increasing the
possibility of fraud or
other dishonest behaviors.
This research focuses on the
mitigation of dishonest or
fraudulent behaviors through
the use of online feedback
systems. |
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Sanjay Gosain and Shiva Viswanathan,
"The Net-Centric Auto-Dealer - Creating
Value with Information Orchestration"
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The
web has had a very
significant impact on
automotive retailing. One of
the key developments has
been the explosion of
product and price
information on the web –
both through manufacturers
and third-part
intermediaries. More than
half of all car buyers in
2000, used the Internet to
help them make their
purchase decision, and by
2003, more than 80% of all
buyers would have used the
Internet to purchase a car
online. According to
Forrester Research, by 2003
the Internet would influence
8 million new car purchases
with 470,000 cars sold
entirely over the Internet
from start to end of
transaction. The Web
provides a new channel for
both OEMs as well as dealers
to not only inform but also
influence consumer
preferences and purchase
decisions as well as to
maintain and develop an
ongoing relationship with
them. |
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S. Raghavan, "Restricted Preference
Combinatorial Auctions"
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There is considerable
interest in solving the
so-called winner
determination problem in
combinatorial auctions.
Because of the combinatorial
nature of the problem, the
problem is difficult for two
reasons. First, a bidder in
an auction has an
exponential number of
combinations that he can
express bids on.
Consequently, a bidder
wanting to bid on every
possible combination needs
to submit an exponential
number of bids. Second, the
winner determination problem
is NP-hard, meaning (in
layman's terms) that rapid
solution of large-scale
problems is difficult. We
propose an ordered bid
expression scheme that
approximates bidders
valuations on bundles of
objects. This ordering
scheme is quite general and
permits bidders to express
succinctly in matrix form
bids on all combinations of
objects. Additionally, we
develop a network model for
the problem, which is
computationally viable to
solve (with commercial
optimization packqages like
CPLEX etc). We propose to (i)
investigate the quality of
the ordered bid
approximation scheme, (ii)
develop an understanding of
conditions under which the
ordered bidding expression
scheme accurately models a
bidders preference, (iii)
develop computationally
efficient optimization
software to solve
large-scale winner
determination problems in a
reasonable amount of time,
(iv) develop ascending
auctions for the Restricted
Preference Combinatorial
Auction. |
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STUDENT APPLIED
RESEARCH PROJECTS
Joining the center's applied research projects initiative, undergraduate business students Christopher Ajiri, Vincent Kan and Megan Moy designed and implemented a web-based system that allows authors of digital context to connect and contract with a copy editor, "Virtual Administrative Task Management System"
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Professors, journalists,
doctors, and people from all
occupations are constantly
writing and publishing
different documents, such as
press releases, journals,
books, research papers, and
articles. The problem facing
some of these professionals
is the time wasted on
proofreading for spelling,
grammar usage, and style
that meet the publication
guidelines. Over the years,
the use of the Internet has
caused increased use of
virtual means to exchange
information both
domestically and over
international boundaries.
Globalization has led to a
need for translation of
information between
languages. |
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