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© 1999 Macmillan Magazines Ltd
helpedtoorganizeameetingatArgonne
NationalLaboratorywhichtriggeredsub-
sequentmeetingsatNIHandelsewhere
thatresultedinthePSI.
AllthreeagenciessupporttheProtein
DataBank,whichismanagedbythe
ResearchConsortiumforStructuralBio-
informaticstoprovideaccesstothemore
than10,000knownproteinstructures.The
additionof10,000newstructuresthrough
thePSIwillprovidetheinformation
neededtodefinetheseveralthousandkey
proteinfoldsthat,inturn,shouldenable
classificationofproteinsintofunctional
categories.Thecontributionsofeachof
theseagencies(andthoseofseveralnon-
federalorganizations)willbeneededto
enabletheNIGMSinitiativetosucceed.
Marvin Cassman*, Ari Patrinos†
*Director, National Institute of General Medical
Sciences, National Institutes of Health, Bethesda,
Maryland 20892-6200, USA
†Associate Director for Biological and
Environmental Research, Department of Energy,
19901 Germantown Road, Germantown,
Maryland 20874-1290, USA
frequentlythantheywouldbymoving
throughtheentireweb.
MikeGardner2
hasrightlysuggestedthat
weneedscience-orientedsearchengines
withsetsofscientificmetadata,asmetadata
arethekeytobettersearching.Together
withthatproposal,anapproachsimilarto
peer-reviewingofscientificpublications
couldbeappliedforcategorizingand
evaluatingwebpagesbasedontheir
content,qualityandsubject-specificity.It
wouldbefeasibletousealgorithmsand
rule-basedexpertsystemstocheckcontent-
richness,subject-specificityandfreshness-
basedcontext-relevancerankingfor
retrievedresults.
Millionsofdollarsneedtobeinvestedin
developingsearchengines.Thisinvestment
couldbecost-effectiveifitresultedinan
almostzeronoise-to-signalratioandpre-
cisebutcomprehensivesubject-relevant
hits.Thedevelopmentworkshouldbedone
intheacademicsector,butthecompleted
searchengineswouldhavecommercial
potential,andwouldgeneratemorerevenue
thangeneralsearchenginesbecauseoftheir
subject-specificity.
Developmentofsubject-specificsearch
engineswouldsatisfythegrowingdemand
forthelatest,precise,value-added,noise-
freehitswithahighlevelofsubjectrele-
vance.Manysuchsearchenginestogether
wouldbeabletoindexmostoftheWorld-
WideWeb.
Vishwas Chavan
Centre for Cellular and Molecular Biology,
Uppal Road, Hyderabad 500 007, India
1. Lawrence, S. & Giles, C. L. Nature 400, 107–109 (1999).
2. Gardner, M. Nature 401, 111 (1999).
English,whichissurelyanattempttoreach
readersabroad.
Itisinterestingtolearnthat40percent
ofresearcherssubmitpapersonlytoJapan-
esepublications,while34.1percentalso
submittointernationaljournals.Doesthat
meanthat25.9percentonlypublishin
overseasjournals?Iftrue,thiswouldshow
thattherearemanyinternationallyminded
Japaneseresearchers.
Youdoagoodjobofpointingoutweak-
nessesandimportantgoalsforJapanese
research.Butyouromissionofcomparative
numbersforelsewhereintheworlddoes
notallowreaderstoseetheprobleminits
trueproportions.Itcouldevenbethecase
thatyourarticlesinadvertently promote
prejudicesaboutJapanesescience,which
wouldbeunfortunateatatimewhenmany
Japaneseresearchteamsarestrivingto
attractforeignscientists.
Philippe Buhlmann
Department of Chemistry, The University of Tokyo,
Hongo 7-3-1 Bunkyo-ku, Tokyo 113-0033, Japan
correspondence
458 NATURE|VOL402|2DECEMBER1999|www.nature.com
Search is on for better
search engines
Sir — Steve Lawrence and C. Lee Giles
stated in their Commentary that most of
the popular search engines index only
about 7–16 per cent of the World-Wide
Web1
. This is alarming, as many scientific
web pages containing important data may
never be discovered. As the web grows it is
going to become increasingly difficult for
general search engines to give compre-
hensive coverage. The answer to the
problem could be the development of
subject-specific search engines able to
cover most of the contents within that
subject.
Mostcurrentlyavailablesubject-
specificlistsandindexesaremaintainedby
humans.Manyofthemaremerelycollec-
tionsofwebaddressesandlackcontext-
basedrelevancerankingandretrievalof
resultsinmultivariatecombinations.What
isneededaresearchenginesthatcouldtra-
versethroughpagesatthelastlevelina
subject-specificwebsite.Theywouldbe
abletodothisasthenumbersofsuchsites
wouldbewithinmanageablelimits.
Crawlersorrobotstraversingthroughsuch
asubject-specificwebsubsetcouldbuildup
acomprehensiveandcompletebankofkey-
words.Inturn,suchkeyword-mounted
crawlerswouldefficientlyandmorefre-
quentlyscreenthelast-levelpageofthesite.
Subject-specificsearchengineswould
beabletomaintainthefreshnessofthehits,
asthecrawlerswouldcheckamanageable
numberofspecificwebpagesmore
Japan builds bridges to
rest of the world
Sir — Your Opinion and News article
about research in Japan raise an important
and timely issue (Nature 401, 309 & 314;
1999). A focus on higher quality rather
than quantity of scientific output, and
more emphasis on cooperation with
researchers abroad, are indeed important
goals for Japanese science. But unfortu-
nately the articles did not compare the
Japanese situation with that elsewhere.
Youreport,forexample,that40percent
ofresearcherssubmitpapersonlyto
Japanesejournals,whichissaidtoreflect
insularity.Buthowcanthereaderdraw
suchaconclusionwithoutknowing
comparablenumbersforothercountries?I
wouldnotbesurprisedif40percentof
researchersintheUnitedStates,theUnited
KingdomorGermanypublishedonlyin
nationaljournals.Andyoudidnot
mentionthataconsiderablenumberof
Japanesejournalspublisharticlesonlyin
Galileo had accurate
vision of the Moon
Sir — Martin Kemp writes that “the details
of Galileo’s cratered Moons are difficult to
align precisely with actual features”1
. I
would like to draw readers’ attention to the
work of Ewen Whitaker2
, a selenographer
at the University of Arizona. Whitaker
reviewed earlier efforts at identifying the
features drawn by Galileo, and took special
note of the important contributions of
Guglielmo Righini, Owen Gingerich and
Stillman Drake. He provided side-by-side
comparisons of Galileo’s drawings with
modern photographs taken at the same
lunar phases, and these provide striking
support for his contention that Galileo did
indeed observe, and record, very
accurately.
Whitakerhadexaminedthecopperplate
engravingsofthefirsteditionofGalileo’s
SideriusNunciusandsevenmanuscript
images,andhecommentedon“previously
unnoticeddifferencesbetweenthemanu-
scriptandprintedversionsofSideriusNun-
cius...Intheoriginaleditiontheseengrav-
ingspresentareasonablywell-executed
appearance,butsubsequenteditionsutilize
woodcuts,andthequalitydeterioratesvery
rapidlytothepointwheretheyarevirtually
unrecognizableasMoonimages.Someof
thedisparagingremarksmadeaboutthe
drawingsundoubtedlystemfromexamina-
tionsofthesecruderimages”.
M. W. Friedlander
Department of Physics, Washington University,
St Louis, Missouri 63130, USA
1. Kemp, M. Nature 401, 116 (1999).
2. Whitaker, E. J. Hist. Astron. 9, 155–169 (1978).

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National agencies support expansion of protein structure database through new initiative

  • 1. © 1999 Macmillan Magazines Ltd helpedtoorganizeameetingatArgonne NationalLaboratorywhichtriggeredsub- sequentmeetingsatNIHandelsewhere thatresultedinthePSI. AllthreeagenciessupporttheProtein DataBank,whichismanagedbythe ResearchConsortiumforStructuralBio- informaticstoprovideaccesstothemore than10,000knownproteinstructures.The additionof10,000newstructuresthrough thePSIwillprovidetheinformation neededtodefinetheseveralthousandkey proteinfoldsthat,inturn,shouldenable classificationofproteinsintofunctional categories.Thecontributionsofeachof theseagencies(andthoseofseveralnon- federalorganizations)willbeneededto enabletheNIGMSinitiativetosucceed. Marvin Cassman*, Ari Patrinos† *Director, National Institute of General Medical Sciences, National Institutes of Health, Bethesda, Maryland 20892-6200, USA †Associate Director for Biological and Environmental Research, Department of Energy, 19901 Germantown Road, Germantown, Maryland 20874-1290, USA frequentlythantheywouldbymoving throughtheentireweb. MikeGardner2 hasrightlysuggestedthat weneedscience-orientedsearchengines withsetsofscientificmetadata,asmetadata arethekeytobettersearching.Together withthatproposal,anapproachsimilarto peer-reviewingofscientificpublications couldbeappliedforcategorizingand evaluatingwebpagesbasedontheir content,qualityandsubject-specificity.It wouldbefeasibletousealgorithmsand rule-basedexpertsystemstocheckcontent- richness,subject-specificityandfreshness- basedcontext-relevancerankingfor retrievedresults. Millionsofdollarsneedtobeinvestedin developingsearchengines.Thisinvestment couldbecost-effectiveifitresultedinan almostzeronoise-to-signalratioandpre- cisebutcomprehensivesubject-relevant hits.Thedevelopmentworkshouldbedone intheacademicsector,butthecompleted searchengineswouldhavecommercial potential,andwouldgeneratemorerevenue thangeneralsearchenginesbecauseoftheir subject-specificity. Developmentofsubject-specificsearch engineswouldsatisfythegrowingdemand forthelatest,precise,value-added,noise- freehitswithahighlevelofsubjectrele- vance.Manysuchsearchenginestogether wouldbeabletoindexmostoftheWorld- WideWeb. Vishwas Chavan Centre for Cellular and Molecular Biology, Uppal Road, Hyderabad 500 007, India 1. Lawrence, S. & Giles, C. L. Nature 400, 107–109 (1999). 2. Gardner, M. Nature 401, 111 (1999). English,whichissurelyanattempttoreach readersabroad. Itisinterestingtolearnthat40percent ofresearcherssubmitpapersonlytoJapan- esepublications,while34.1percentalso submittointernationaljournals.Doesthat meanthat25.9percentonlypublishin overseasjournals?Iftrue,thiswouldshow thattherearemanyinternationallyminded Japaneseresearchers. Youdoagoodjobofpointingoutweak- nessesandimportantgoalsforJapanese research.Butyouromissionofcomparative numbersforelsewhereintheworlddoes notallowreaderstoseetheprobleminits trueproportions.Itcouldevenbethecase thatyourarticlesinadvertently promote prejudicesaboutJapanesescience,which wouldbeunfortunateatatimewhenmany Japaneseresearchteamsarestrivingto attractforeignscientists. Philippe Buhlmann Department of Chemistry, The University of Tokyo, Hongo 7-3-1 Bunkyo-ku, Tokyo 113-0033, Japan correspondence 458 NATURE|VOL402|2DECEMBER1999|www.nature.com Search is on for better search engines Sir — Steve Lawrence and C. Lee Giles stated in their Commentary that most of the popular search engines index only about 7–16 per cent of the World-Wide Web1 . This is alarming, as many scientific web pages containing important data may never be discovered. As the web grows it is going to become increasingly difficult for general search engines to give compre- hensive coverage. The answer to the problem could be the development of subject-specific search engines able to cover most of the contents within that subject. Mostcurrentlyavailablesubject- specificlistsandindexesaremaintainedby humans.Manyofthemaremerelycollec- tionsofwebaddressesandlackcontext- basedrelevancerankingandretrievalof resultsinmultivariatecombinations.What isneededaresearchenginesthatcouldtra- versethroughpagesatthelastlevelina subject-specificwebsite.Theywouldbe abletodothisasthenumbersofsuchsites wouldbewithinmanageablelimits. Crawlersorrobotstraversingthroughsuch asubject-specificwebsubsetcouldbuildup acomprehensiveandcompletebankofkey- words.Inturn,suchkeyword-mounted crawlerswouldefficientlyandmorefre- quentlyscreenthelast-levelpageofthesite. Subject-specificsearchengineswould beabletomaintainthefreshnessofthehits, asthecrawlerswouldcheckamanageable numberofspecificwebpagesmore Japan builds bridges to rest of the world Sir — Your Opinion and News article about research in Japan raise an important and timely issue (Nature 401, 309 & 314; 1999). A focus on higher quality rather than quantity of scientific output, and more emphasis on cooperation with researchers abroad, are indeed important goals for Japanese science. But unfortu- nately the articles did not compare the Japanese situation with that elsewhere. Youreport,forexample,that40percent ofresearcherssubmitpapersonlyto Japanesejournals,whichissaidtoreflect insularity.Buthowcanthereaderdraw suchaconclusionwithoutknowing comparablenumbersforothercountries?I wouldnotbesurprisedif40percentof researchersintheUnitedStates,theUnited KingdomorGermanypublishedonlyin nationaljournals.Andyoudidnot mentionthataconsiderablenumberof Japanesejournalspublisharticlesonlyin Galileo had accurate vision of the Moon Sir — Martin Kemp writes that “the details of Galileo’s cratered Moons are difficult to align precisely with actual features”1 . I would like to draw readers’ attention to the work of Ewen Whitaker2 , a selenographer at the University of Arizona. Whitaker reviewed earlier efforts at identifying the features drawn by Galileo, and took special note of the important contributions of Guglielmo Righini, Owen Gingerich and Stillman Drake. He provided side-by-side comparisons of Galileo’s drawings with modern photographs taken at the same lunar phases, and these provide striking support for his contention that Galileo did indeed observe, and record, very accurately. Whitakerhadexaminedthecopperplate engravingsofthefirsteditionofGalileo’s SideriusNunciusandsevenmanuscript images,andhecommentedon“previously unnoticeddifferencesbetweenthemanu- scriptandprintedversionsofSideriusNun- cius...Intheoriginaleditiontheseengrav- ingspresentareasonablywell-executed appearance,butsubsequenteditionsutilize woodcuts,andthequalitydeterioratesvery rapidlytothepointwheretheyarevirtually unrecognizableasMoonimages.Someof thedisparagingremarksmadeaboutthe drawingsundoubtedlystemfromexamina- tionsofthesecruderimages”. M. W. Friedlander Department of Physics, Washington University, St Louis, Missouri 63130, USA 1. Kemp, M. Nature 401, 116 (1999). 2. Whitaker, E. J. Hist. Astron. 9, 155–169 (1978).