Title: Special Lecture: Introduction to Information Delivery
1Special Lecture Introduction to Information
Delivery
- Prof. Xiaotie Deng
- Department of Computer Science
2Outline
- Introduction
- Angel Or Devil
- Information Blockage
- Spam
- Business
- Economics
- The Market For Lemons
- Key Research Issues
3Introduction Retrieval vs. Delivery
- Retrieval means you intentionally fetch some
information that you want, by telling that
intention to the information source. - E.g. You Google IBM ThinkPad
- Delivery means the information source send you
something that you did not ask for - E.g. A spammer send you a spam mail about its
special offers on IBM ThinkPad
4Introduction Examples
- Good Examples
- A student email his CV to Prof. Xiaotie Deng to
look for a chance of MPhil study in City U of HK - Bad Examples
- Spam Email
- Banner Advertisement
- Pop Up Advertisement
- Gangster Software
- You dont know when it is installed on your
computer - Once it is installed, you will never be able to
uninstall it completely - Advertisement Message Delivered Through Instant
Messaging Software
5Introduction Examples Spam Email
Here is a real spam email I have just received.
6Introduction Examples Banner Advertisement
7Introduction Examples Pop Up Advertisement
- When you open a new web page, a window pops up
and displays some advertisement. - Hard to find these days, since most modern web
browsers block pop up windows by default.
8Introduction Examples Gangster Software
Hey, guys, how can eBay related to Storm Codec,
the media player?
9Introduction Examples Advertisement Message
Delivered Through Instant Messaging Software
10Angel Or Devil Page 1
- Is information delivery Angel or Devil?
- To deliver, or not to deliver?
- That is a question!
11Angel Or Devil Page 2
- Information delivery is a technology like the
Internet, it is neither good nor bad. It all
depends on how you use it. - Internet
- Contains a lot of useful information
- e.g. Stock Market Data
- Also contains a lot of bad and ugly information
- e.g. Pornography, Drug abuse
- Information Delivery
- May deliver you useful information
- A student you are looking for
- May waste your time
- Spam emails
12Angel Or Devil Page 3
- Unfortunately, Information Delivery is heavily
abused today - Spam email is the most common form of information
delivery today - However, one man's meat is another man's poison
13Angel Or Devil Page 4
- Can you figure out some other ways to do
information delivery ? - Are they good or bad in general ?
14Information Blockage
- Techniques used to avoid unwanted information
delivery - However, one man's meat is another man's poison
- You use the technologies selectively
15Information Blockage Examples
- Spam Email
- Banner Advertisement
- Pop Up Advertisement
- Gangster Software
- Advertisement Message Delivered Through Instant
Messaging Software
16Information Blockage Examples Spam Email
- Spam email filters can filter out a lot of,
although not all of, spam emails - Problems
- Some times non-spam emails are detected as spam
emails - Not all spam email can be detected
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18Information Blockage Examples Banner
Advertisement
- Some browsers can intelligently detect banner ads
and display the web page without display the ads
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21Information Blockage Examples Pop Up Ads
- Pop up ads allows web masters to make an income
from advertisements while not affecting the
appearance of their web page - But pop up ads are very inconvenient for users
- Today most browsers block pop up ads, and this
kind of ads is almost dead these days
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23Information Blockage Examples Gangster
Software 1
- Gangster software are usually bundled with other
software. - Today bundling software is deprecated in China,
and the government is trying to set up certain
laws to forbid gangster software. Click. Click
For Definition. - The newest version of Storm Codec (the media
player) comes bundling free
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25Information Blockage Examples Gangster
Software 2
- The browser will check the digital signatures of
downloaded software and ask the user to confirm
that they actually want to install that software
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28Information Blockage Examples Gangster
Software 3
- There are a lot of software targeted at
uninstalling gangster software - 3721 is believed to be the father of all gangster
software in China. Click - You dont know when it is installed on your
computer - Once it is installed, you will never be able to
uninstall it completely - Ironically, the so called father of 3721, has
opened a company 360safe.com to provide free
software to uninstall gangster software. Click
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30Information Blockage Examples Advertisement
Message Delivered Through Instant Messaging
Software
- You usually can get rid of the ads by paying a
VIP membership subscription - No free lunch
- Some non-official software can hack away the
advertisements - Will you risk your online identity?
- Is that free lunch?
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32Spam
- Also called
- Unsolicited Commercial E-mail
- The content of most spam are not always bad. They
are usually used to do advertisements. - What is the incentives of the spammers?
33Spam Business Is Spam Totally Useless?
- Is Spam Totally Useless?
- Normal people say spam is useless and bad.
- We scientists do not give solutions without
evidences and analysis.
34Spam Business Cost
- Sending spam without being sued does cost money
- Labor
- Machine
- Expert knowledge to avoid being tracked
- Then who is paying for the 100 spam emails you
receive every day?
35Spam Business Revenue
- Because there are some new customers the spam
emails will be succeeded to catch - Suppose sending 100,000,000 spam emails can get
you 100 customers - The average cost per spam US0.0000001
- The average revenue per customer US100
- Spammers income is US10000 US100 US9900
36Spam Business Problems
- While spam email does benefit the spammers and
potential customers, it imposes negative
externality on other users - It cost time to process spam emails
- Which is spam, which is not
- Delete spam
- The time spent is the opportunity cost that
readers could have used to do other economic
activities. - In the previous example, 99,999,900 email users
are being imposed negative externality which they
do not want. - In other words, spam as an advertisement method
is highly inefficient.
37Spam Economics Question
- Economists do not care about who get the surplus,
we usually only care about the social surplus - Economics is about efficiency.
- What is the optimal surplus we can achieve?
- Politicians care about equality.
- How to divide the surplus fairly?
- Could spam email actually create social surplus,
even if the surplus of some of the email users
are sacrificed?
38Spam Economics Answer
- The marginal cost of sending spam is low
- Spammers can send more spam with less money,
compared to printed spam - The cost of reading spam will be huge for the
entire society, since there are so many of them - The success probability of a spam is low
- The benefit of spammers and the other part of the
society will be limited - The cost imposed on the society is higher than
the benefit the society gets. - Spam is unwanted by economists.
39Spam The Market For Lemons
- An economic theory on information asymmetry
- Firstly appeared in a 1970 paper The Market for
Lemons Quality Uncertainty and the Market
Mechanism - by George Akerlof, who have won the 2001 Nobel
Prize of Economics together with Michael Spence,
and Joseph Stiglitz, for their research related
to asymmetric information
40Spam The Market For Lemons Original Idea
- Lemon originally refers to defected used cars
- Sellers know better about their cars
- Buyers can not tell, so they take the average
quality as the expected quality - But the market price of used cars is there
- Eventually low quality cars drive out high
quality ones
41Spam The Market For Lemons Criteria
- Asymmetry of information
- no buyers can accurately assess value of product
through examination before sale is made - all sellers can more accurately assess value of
the product prior to sale - An incentive exists for the seller to pass of a
low quality product as a mediocre or high-quality
one - Deficiency of effective public quality
assurances (by reputation or regulation) - Deficiency of effective guarantees / warrantees
42Spam The Market For Lemons Examples
- Used Cars
- Used Computers
- Personal Profile In Online Dating Clubs
43Spam The Market for Lemons Applications In
Spam Market
- In the spam mail market, spammers know the
quality of their mail better than receivers - Receivers, who can not tell the quality of each
spam, will expect the quality to be the average
of all spam, and treat every spam equally - Thus, in order to get more receiver attention,
spammers will send more spam - To achieve that, quality is sacrificed
- But total available attentions are limited, so
eventually low quality spam drive out high
quality ones
44Key Research Issues
- Information Delivery Is A New Research Field
- Key Research Issues
- Improve Efficiency
- Reduce Negative Externality
45Key Research Issues Improve Efficiency
- Better customer targeting strategy
- E.g. research show that putting bear and diaper
together can increase the sales of both. This is
used as a classic example in data mining course. - Use better technology to track the source of
emails - Client/Server side spam filter
46Key Research Issues Reduce Negative
Externality 1
- The problem with negative externality is that the
one who creates the cost does not bear the cost - Economists assume that spammer will operate at
their own efficient level - And they actually are
- When spammer is operating at an efficient level,
the society is not
47Key Research Issues Reduce Negative
Externality 2
48Key Research Issues Reduce Negative
Externality 3
- What are the possible solutions?
- Increase the transaction cost of sending emails
- Spammers pay for readers reading their spam
- Electronic Stamp System
- Buy e-stamps
- Attach e-stamp when you send emails
- You reader can decline giving your e-stamp back
49Open Discussion Your Ideas?
Professor, I have a good idea!
50Summary
- Introduction
- Angel Or Devil
- Information Blockage
- Spam
- Business
- Economics
- The Market For Lemons
- Key Research Issues