02-12 one size does not fit all_legal protection for non-copyrightable data
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contributed articles
september 2009 | vol. 52 | no. 9 | communications of the acm 1
doi: 10.1145/1562164.1562196
by hongwei Zhu and stuart e. madnick
The Web has become The largesT daTa reposiToryon the planet.a An important factor contributing toits success is its openness and ease of use: anyonecan contribute data to, and consume data from, the
Web. As Tim Berners-Lee, inventor of the Web, said,the exciting thing is serendipitous reuse of data: oneperson puts data up there for one thing, and anotherperson uses it another way. b Such serendipitousdata reuse is extremely valuable. Through reuse, newknowledge can be created, innovation and value-added services become possible.
However, there have been efforts to regulate andlegally challenge data reuse activities. The European
Union (EU) has adopted the Database Directive to
restrict unauthorized data extraction
and reuse. In the U.S., Congress has
considered six bills, all o which ailedto pass into law. These legislative activ-ities are summarized in Figure 1; more
details are urnished later. The signi-
cant uncertainty and the internationaldierences in database legislation
have created serious challenges to the
serendipitous reuse o data. The dualpurposes o this article, both related to
the theme one size does nott all, are
to: summarize the range o legislationin current use and proposed; and pres-
ent an economic model or interpret-ing or recommending policy choices
that depend on actors such as cost odatabase creation and level o database
dierentiation.
As computing proessionals con-tinue to develop technologies (such as
data extraction, Web mashups, Web
services, and various Semantic Webtechnologies) to make data reuse much
easier, it is important or us to under-
stand the legal implications when ap-plying these technologies or data re-
use purposes.
eBay v. Bidders Edge: d
r f Ll cll
Let us start with an example. With mil-
lions o items auctioned at hundredso online auction sites, it can be time
consuming to nd the specic items o
interest and keep track o their biddingprices on multiple auction sites. A num-
ber o auction data aggregators, such
as Bidders Edge, emerged to addressthe challenge by employing computer
agents to visit auction sites repeatedlyand extract data systematically. BiddersEdge made search and comparison
o auction data across multiple sites
much easier by gathering bidding data
o over ve million items rom morethan 100 online auction sites, including
eBay. However, in late 1999, eBay sued
Bidders Edge and won a preliminaryinjunction in the ollowing year based
o sz f
all: LlP n-
cpld
a In the ensuing discussion, we will consider a Web siteowner as a database creator.
b An interview by Technology Review, October, 2004, p44.
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Co.e In compiling its
phone book coveringthe service area o Ru-
ral, Feist reused 1,309
o the approximately7,700 listings in Ru-
rals White Pages. In
the appeal case, the
Supreme Court decid-ed that Feist did not
inringe Rurals copy-
right in that Ruralswhite pages lack the
requisite originality
to warrant copyrightprotection. Original-
ity requires a work
to be independently created by the au-thor and it must possess at least some
minimal degree o creativity. Arranging
entries alphabetically does not have the
required degree o creativity.The Court conrmed that copyright
rewards originality, originality requires
some minimal degree o creativity,and Originality is a constitutional re-
quirement. It also rejected the so-called
sweat o the brow doctrine that consid-ers copyright as a reward or the hard
work that went into compiling acts.
The implication o this landmark deci-sion is that in the U.S. copyright currently
does not restrict the reuse o the actual
contents in most publicly accessible da-
tabases on the Web.
on a controversial interpretation o tres-
pass law in the Internet context.9 The
case was settled later without a court de-
cision; Bidders Edge ceased operationand the company no longer exists.
There have been several other cases
involving data reuse in the U.S. A com-mon characteristic in these cases is
that the data reusers (such as BiddersEdge) tend to be smaller rms usingnew technologies to extract and reuse
data rom one or more creator data-
bases. In many cases, the data reusersstopped their activities in ear o the le-
gal threats posed by the creators. Exist-
ing and emerging technology-enabled
data reusers continue to ace legalchallenges. For example, data reusers
that provide airare comparison servic-
es have received warning letters rom
some online travel agencies.
c
Data reusers in Europe have also
aced legal challenges. For example, Wil-
liam Hill, an online betting company inthe U.K., created a database by combin-
ing its own data (such as betting odds)
with horse racing event data publishedby British Horseracing Board (BHB),
which was the governing authority or
organizing horse races in the U.K. Wil-
liam Hill displayed the contents o thedatabase on its website to acilitate its
betting business, but was sued by BHB
or its systematic reuse o BHBs data.These cases have raised several ques-
tions regarding technology-enabled data
reuse: Is it legal? Should it be regulated?I so, what are the issues and how should
it be regulated? We will address these
questions in the rest o the paper.
Feist v. Rural: n-cv
d c a n
cpl u.s.
Many people think that the actual data
on Web sites is copyrighted, thus extrac-
tion and reuse o the data rom Web sitesis well-dened and controlled by copy-
right law. It turns out that is not the case.
When it comes to data, copyright inthe U.S.d protects the original selection
and arrangement o data, but not the data
itsel or the eort in compiling the data-base. This principle was established in a
landmark Supreme Court case between
Feist Publications and Rural Telephone
The Court decision, together with
the exponential growth o digital inor-
mation and the increasing technologi-cal capability o reusing inormation,
have induced a series o legislative ac-
tivities to provide legal protection or
database contents.
ill cp Pv
d d P
dCopyright law diers internationally
in terms o how much protection it ex-tends to actual databases. In the U.S.,
copyright protects the creative selection
and arrangement o data, not the dataitsel. In other words, the creative choice
o what to be included in a database and
the creative design o the database sche-ma are protected by copyright in the
U.S., but not the actual data records.
Although the U.S. has rejected the
sweat o the brow doctrine, Australiaembraces the doctrine or its copyright
e U.S. Supreme Court, 499 US 340, 1991.
Note that Web content, such as news articles, music,video, and such, are not data and are protected bycopyright law. The ocus o this article is on data, such as,
in the previous example, the list o items or sale on eBayand their auction prices.
c See Cheap-Tickets Sites Try New Tactics by A. Johnson,Wall Street Journal, October 26, 2004.
d International dierences are discussed later.
f 1.
f 2.
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law as evidenced by the appeal caseDesk-
top Marketing Systems Pty Ltd v. TelstraCorporation Limited.g Desktop used allthe entries in Telstras white pages and
yellow pages to make CD-ROMs with
several additional search eatures. The
Full Court ruled that originality doesnot require novelty, inventiveness or
creativity, and a work is original i thecompiler has undertaking substantiallabor or incurred substantial expense
in collecting the inormation recorded
in the compilation. The High Court oAustralia conrmed the judgment in
2003 and maintained that Desktop in-
ringed Teslstras copyright.
The dierent creativity require-ments o the U.S. and Australia repre-
sent two extremes. The Canadian law is
somewhere in between the extremes. In
the judgment o a Canadian case,
h
theCourt decided that originality need
not be creative, in the sense o being
novel or unique. A work is original iit is more than a mere copy o another
work and requires an exercise o skill
and judgment that must not be sotrivial that it would be characterized as
a purely mechanical exercise.
Despite these dierences in the cri-
teria or testing originality, copyrightlaw is quite uniorm internationally
that one cannot claim copyright pro-
tection or individual entries o actsstored in a database.
h d Ll
Database creators have tried several
ways to protect their non-copyright-
able contents.i A commonly practiced
method is through access control,
which oten requires user subscriptionand authentication. But this does not
prevent data extraction i the user pro-
vides identication to the aggregator(or example, a user provides login cre-
dentials to a nancial account aggre-gator or it to gather inormation romdisparate accounts on the users be-
hal8). Enorceable contracts to restrictthe extraction and reuse o the data are
dicult to establish on the Web unlesscumbersome click-through agree-
ments are in place. As a result, some
database creators eel existing law doesnot give them sucient protection to
their data and their investment in cre-
ating databases. Consequently, theyhave sought means to protect their
data through new legislation. See Fig-ure 1 earlier or a summary o legisla-tive activities.
The EU rst introduced the Database
Directive in 1996 to provide two kinds
o protection or a database: copyrightor the selection or arrangement o da-
tabase contents, and sui generisj right
or the contents in the database. The
sui generis right is a new type o right toprevent unauthorized extraction and/
or reutilization o the whole, a substan-
tial part, or systematic extraction and/or reutilization o an insubstantial part,o contents o a database that is created
with substantial expenditure. Lawul
reusers are restricted not to perormacts which confict with normal exploi-
tation o the database or unreasonably
prejudice the legitimate interests othe maker o the database. Here the
legitimate interests can be broadly
interpreted and may not be limited tocommercial interests.
The Directive has been criticized or
its ambiguity about the minimal levelo investment required to qualiy orprotection,5 its lack o compulsory li-cense provisions,1 the potential o pro-
viding perpetual protection under its
provision o automatic right renewalater a substantial database update,
and the ambiguity in what constitutes
a substantial update.Under its reciprocity provision, da-
tabases rom countries that do not
oer similar protection to databasescreated by EU nationals are not pro-
tected by the Directive within the EU.In response, the U.S. database industrypushed the Congress to provide similar
protection to database contents. Since
then, the Congress has considered six
proposals, all o which have ailed topass into law.
HR 3531 o 1996 closely ollowed the
EU Database Directive approach witheven more stringent restrictions on
data reuse. One o the main concerns
is the constitutionality o the scope and
strength o the kind o protection or
database contents.1, 7
All subsequent U.S. proposals took
a misappropriation approach wherethe commercial value o databases is
explicitly considered. HR 2562 o 1998
and its successor HR 354 o 1999 pe-nalize the commercial reutilization o
a substantial part o a database i thereutilization causes harm in the pri-mary or any intended market o the da-
tabase creator. The protection aorded
by these proposals can be expansivewhen intended market is interpreted
broadly by the creator. At the other end
o the spectrum, HR 1858 o 1999 only
prevents someone rom duplicating adatabase and selling the duplicate in
competition.
Following the reasoning in theNBA
v. Motorola case,
k
HR 3261 o 2003 hasprovisions that lie in between the ex-
tremes o previous proposals. It makes
a data reuser liable or making avail-able in commerce a substantial part
o another persons database i (1)
the database was generated, gathered,or maintained through a substantial
expenditure o nancial resources or
time; (2) the unauthorized making
available in commerce occurs in a timesensitive manner and inficts injury on
the database or a product or service
oering access to multiple databases;and (3) the ability o other parties to
ree ride on the eorts o the plainti
would so reduce the incentive to pro-duce the product or service that its exis-
tence or quality would be substantially
threatened. The term inficts an in-
jury means serving as a unctionalequivalent in the same market as the
database in a manner that causes the
displacement, or the disruption o thesources, o sales, licenses, advertising,
or other revenue.
The purpose o HR 3872 is to preventmisappropriation while ensuring ad-
equate access to actual inormation.
It disallows only the ree-riding thatendangers the existence or the quality
o the creator database. Unlike in HR
3261, injury in the orm o decreased
revenue alone is not an oence.On Dec. 12, 2005, the Commission
o European Communities2 issued
gFull Federal Court o Australia, 2002.
h Supreme Court o Canada, CCH Canadian Ltd. V. LawSociety of Upper Canada, 2004.
i Due to limitations on length, we will not discuss all thetechnical methods that have been used, such as blockingrequests rom IP addresses that appear to be extractinglarge quantities o data, etc. In general, or each technical
approach to prevent data extraction, there is a possibletechnical counter-measure to overcome it.
k 105 F.3d 841 (2nd Circuit, 1997). Motorola transcribedNBA playo scores rom broadcast and sent them to its
pager subscribers. The misappropriation claim by NBAwas dismissed.j In Latin, meaning o its own kind, unique.
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4 communications of the acm | september 2009 | vol. 52 | no. 9
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allowed to the extent that the creators
still have enough incentives to create
the databases. Consensus can develop
or international harmonization i wecan determine the policy choices that
eectively balance these actors; a da-
tabase policy so ormulated shouldsurvive the scrutiny o constitutionality
and other ineciencies can be avoidedor mitigated.
av bl
d Ll
We approach the challenge with an eco-
nomic model12 that considers the com-mercial value o databases. Based on
dierentiated competition theory, the
model considers a database creator,which incurs a cost to create the initial
database, and a data reuser, which ex-
tracts a certain amount o data rom thecreator database to create the reuser da-tabase. The reuser database can be di-
erentiated rom the creator database
in terms o scope (such as, extracting araction o the creators data, combin-
ing it with data rom other sources) and
unctionality (such as, dierent kindo search algorithm). The reuser uses
technology to allow it to easily extract
and combine data rom existing data-bases so that the cost o creating the re-
user database can be negligible.
The competition rom the reuser da-tabase can reduce the creators revenue.
When the reduction is such that the cre-
ators revenue cannot oset its cost o
creating the database, the market ails.o
From an economic point view, regula-tion or data reutilization is needed to
prevent or correct market ailure.
A regulation potentially can restrictcertain stakeholders and benet cer-
tain other stakeholders, but the society
as a whole should better o with theregulation. Our analysis shows that
such choices depend on the relation-ship among several actors. The mostimportant two are: the cost o creat-
ing the initial database, and the level
o dierentiation between the creator
database and the reuser database. Thechoicesp in relation to these two actors
its rst evaluation o the Database Di-rective. The evaluation shows that al-
though the Directive helped harmonize
copyright laws within the EU, the eco-nomic impact o the sui generis right
on database production within the EU
is unproven. In addition, the scope othe sui generis right has proved to be
dicult to interpret and its relatedprovisions have caused considerablelegal uncertainty, both at the EU and
national level.
These worldwide legislative initia-
tives demonstrate the substantial di-culties in ormulating a database
protection law that balances creator
incentives and the values added bydata reuses. Some o the challenges are
briefy discussed here.
c Pv Ll
P d c
Data monopoly. There are situationswhere data can only come rom a sole
source due to economy o scale in data-
base creation or impossibility o dupli-cating the event that generates the data
set. For example, no one else but eBay
can generate the bidding data o items
auctioned on eBay. A law that preventsothers rom using the actual data rom
a sole source in eect legalizes a data
monopoly which would endanger any
downstream value-creating reutiliza-tions o the data. The European Court
o Justice (ECJ) partially addressed thisissue by trying to distinguish data cre-
ated rom data obtained, and by pro-
tecting only databases whose data isobtained by collecting existing inde-
pendent materials.l
Cost distortion. Both the EU databasedirective and the latest U.S. proposals
require substantial expenditure in cre-
ating the database or it to be qualiedor protection. Database creators thus
may over invest at an inecient level toqualiy;10 see12 or an economic model
that explains such cost distortion.
Update distortion and eternal protec-
tion. This is an issue in EU law, which
allows or automatic renewal osui ge-neris right when the database has been
substantially updated. Such a provision
can induce socially inecient updatessolely to attain eternal rights.6
Constitutionality. Although the U.S.Congress is empowered by the Consti-
tution to regulate interstate commerce
under the Commerce Clausem and themisappropriation approach oten gives
a database law a commercial guise, this
must be balanced against the Intellec-tual Property Clausen which restricts
the grant o exclusive rights in intan-
gibles that diminishes access to publicdomain and imposes signicant costs
on consumers.4 Certain database con-
tents are actual data in the public do-main; disallowing mere extraction o
such data or value-creating activities
runs aoul o the very purpose o the In-
tellectual Property Clause to promotethe Progress o Science and useul
Arts. Excessive restrictions on reuse oactual data (a orm o speech or press)may also violate the Constitutions
First Amendment,3 which protects thereedom o speech and press. Since lit-
tle extra value or the society as a whole
is created by simply duplicating a data-base in its entirety, preventing verba-
tim copying o a database is likely to be
constitutional. A constitutional data-base law needs to determine how much
one is allowed to extract database con-
tents. The constitutional line-drawing
between extraction and duplication indata reuse is very dicult.4
International harmonization. Giventhe global reach o the Web and in-
creasing international trade, it is desir-
able to have a harmonized data reusepolicy across jurisdictions worldwide.
We have discussed some o the dier-
ences in the U.S., the EU, Australia, andCanada. A World Intellectual Property
Organization (WIPO) study11 also re-veals dierent opinions rom other
countries and regions.
A key element to solving these chal-lenges hinges upon nding the rightactors or a reasonable balance be-
tween protection o incentives and pro-
motion o value creation through datareuse. With this balance, value cre-
ation through data reuse is maximally
m Constitution 1.8.3, To regulate Commerce with oreignNations, and among the several States, and with theIndian Tribes.
n Constitution 1.8.8, To promote the Progress o Scienceand useul Arts, by securing or limited Times to Authors
and Inventors the exclusive Right to their respectiveWritings and Discoveries.
o Market ailure is an economic term or the situation wheregoods or services cannot be provided to consumers(such as it is not proftable or creator to produce thedatabase.) Policy intervention can sometimes restore aailed market.
p There are actually more than three regions in,12
we havesimplifed the situation slightly to shorten this paper.
l European Court o Justice, Grand Chamber, The BritishHorseracing Board Ltd and Others v. William HillOrganization Ltd., 2004. A database creator that createsthe data, such as, BHB, which created the fxture list,would be a natural monopoly i legal protection was
granted. Data that is obtained presumably could beobtained by anyone willing to make the eort.
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september 2009 | vol. 52 | no. 9 | communications of the acm 5
are depicted in Figure 2, which, as we
mentioned earlier one size does nott
all, illustrates that the policy choices
are not just binary.
No reuse region. When the level o
dierentiation is low, not allowing re-
use is a reasonable policy choice sincesuch reuse adds little value, and, at the
same time, the intense competitioncan drive the price so low that the cre-ator cannot have enough revenue to
oset the cost. Verbatim copying o an
entire database is a typical example othis scenario.
Free reuse region. When the level o
dierentiation is moderate or high,
there are two scenarios where ree reuseshould be allowed: creation cost is low,
or dierentiation is high regardless o
creation cost. With moderate dieren-
tiation, competition is not as intenseas that in the case o low dierentia-
tion. The sotened competition allowsthe creator to make enough revenue
to oset its cost. With high dieren-
tiation, there will be little competitionbetween the creator and the reuser. In
other words, the data reutilization has
little impact on the creator.
Although in both cases the reusercould be required to pay the creator a
ee, this is not needed to prevent mar-
ket ailure nor is it desirable because
there is always an ineciency asso-ciated with money transer, which is
known as transaction cost. The ee canbenet the creator, but it does not cre-
ate any extra value and the society as a
whole incurs a transaction cost.
Fee-paying reuse region. When thelevel o dierentiation is moderate but
the cost o creation is high, the reuser
should pay a ee to the creator. This isthe case where without a ee the reuse
would cause market ailure, but with
a ee the creator can sustain. Since the
creator may not be willing to license itsdata to the reuser, a compulsory licens-
ing provision should be in place.
s expl ill
appl Ppl
The economic model provides a useul
ramework or acilitating the ongoing
debate o database legislation, analyz-
ing data reuse cases, and interpretingcourt decisions. We will illustrate the
applications o the model by revisiting
the two cases mentioned earlier.
eBay v. Bidders Edge. According to
our analysis, we need to at least exam-
ine the level o dierentiation o the
database developed by the reuser Bid-
ders Edge. In terms o searching obidding data, the reuser database has
a much broader coverage; thus, there is
competition rom the reuser database.In terms o unctionality, eBays data-
base allows one to buy and sell items;the reuser database does not provideany actual auction service. Thus the two
databases exhibit signicant dieren-
tiation. Searching alone does not, ingeneral, reduce eBays revenue rom its
auction service. eBay can still compete
in the search space, but according to
the model eBay should not be given theright to prevent innovative rms such
as Bidders Edge rom oering search
unction beore eBay acquires the neces-
sary technical and business skills. Fur-thermore, i we subscribe to the spin-o
theory,5 the eBay database will not meet
the cost criterion. Thereore, ree reuseby Bidders Edge should be allowed.
BHB v. William Hill. The ECJ deter-
mined that although William Hill didsystematically extract and reuse an
insubstantial part o BHBs database,
the cumulative eect has no possibil-
ity or William Hill to reconstitute andmake available to the public the whole
and substantial part o the contents o
the BHB database and thereore seri-ously prejudice the investment in the
creation o the database. The criterion
o reconstitution eect can be ex-plained using the economic model as
the reuser database having little di-
erentiation. The ECJ also stressed thatthe injury needs to be serious, which
can be understood rom the market
ailure perspective in the model.
BHB spent 4 million annually tomaintain the database. The ECJ judg-
ment provides a guideline or deter-
mining i this cost is protected by theDatabase Directive. Ater making the
distinction between creating and ob-
taining data, the ECJ determined thatthe investment protected by the sui gen-
eris right does not cover the resources
used or creating the materials whichmake up the contents o a database.
To create the racing list, BHB had to
veriy inormation o participants, such
as, a horses age and pedigree, and suchinormation was obtainedby BHB. The
ECJ urther ruled that The resources
used or verication during the stage
o creation o materials are not part
o protected investment. These cost ac-
counting rules used by the ECJ consti-
tute a particular standard o determin-ing the cost actor in the model.
cl
Although the legislative eorts may
seem to have stalled in the U.S. duringthe past ew years, the issues relatedto technology-enabled data reuse have
not been resolved. We discussed these
issues and presented the preliminaryresults o an economic analysis on how
to balance the benets o data reuse to
society and the interests o protingrom creating the initial databases.q
The results show there is not a one-size-ts-all ormula or data reuse regula-
tion. Rather, depending on several ac-
tors, no reuse, ree reuse, or ee-payingreuse are welare-enhancing choices.
As technologies or reusing data
rom various sources continue to
emerge and improve, the need or un-derstanding the legal implications o
applying these technologies will be-
come increasingly acute. We are con-tinuing to develop urther understand-
ing o the issues related to data reuse
technologies. The research will bringus closer to nding the right balance
with which serendipitous and innova-
tive data reutilization can be maximallyallowed to provide value-added services
without diminishing the incentives o
compiling databases and making them
available on the web.
References1. Colsten, C. Sui Generis database right: Ripe or
review? The Journal of Information, Law andTechnology 3 (2001).
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q There are many other actors, such as the political, legal,and enorcement processes in dierent jurisdictions, thatare beyond the scope o this paper. The intention o this
paper is to establish some basic principles that couldacilitate these other processes.
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8. Madnick, S.E., Siegel, M.D. Seize the opportunity:Exploiting Web aggregation. MISQ Executive 1, 1(2002) 35-46.
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12. Zhu, H., Madnick, S.E., Siegel, M.D. An economicanalysis o policies or the protection and reuse o non-copyrightable database contents. J. of ManagementInformation Systems 25, 1 (2008), 199-232.
Hongwei Zhu ([email protected]) is an assistant proessoro Inormation Technology in the College o Business &Public Administration at Old Dominion University, Norolk,VA.
Stuart E. Madnick ([email protected]) is the JohnNorris Maguire Proessor o Inormation Technologiesin the Sloan School o Management and Proessor oEngineering Systems in the School o Engineering at theMassachusetts Institute o Technology, Cambridge, MA.
2009 ACM 0001-0782/09/0900 $10.00