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CreatingValuewithBigDataAnalytics
Ournewlydigitalworldisgeneratinganalmostunimaginableamountofdataaboutallof
us.Suchavastamountofdataisuselesswithoutplansandstrategiesthataredesignedto
cope with its size and complexity, and which enable organ-isations to leverage the
information to create value.Thisbook is a refreshinglypracticalyettheoreticallysound
roadmaptoleveragingbigdataandanalytics.
Creating Value with Big Data Analytics provides a nuanced view of big data
development, arguing that big data in itself is not a revolution but an evolution of the
increasing availability of data that has been observed in recent times. Building on the
authors’extensiveacademicandpracticalknowledge,thisbookaimstoprovidemanagers
andanalystswithstrategicdirectionsandpracticalanalyticalsolutionsonhowtocreate
valuefromexistingandnewbigdata.
Bytyingdataandanalyticstospecificgoalsandprocessesforimplementation,thisisa
much-needed book that will be essential reading for students and specialists of data
analytics,marketingresearch,andcustomerrelationshipmanagement.
Peter C. Verhoef is Professor of Marketing at the Department of Marketing, Faculty of
Economics and Business, University of Groningen, The Netherlands. He also holds a
visitingprofessorshipinMarketingatBINorwegianBusinessSchoolinOslo.
Edwin Kooge is co-founder of Metrixlab Big Data Analytics, The Netherlands. He is a
pragmaticdataanalyst,a result-focusedconsultant, andentrepreneurwithmorethan25
years’experienceinanalytics.
NatashaWalkis co-founderofMetrixlab BigData Analytics,TheNetherlands.Sheis a
data hacker, analyst, and talent coach with more than 20 years’ experience in applied
analytics.

Thisisatimelyandthought-provokingbookthatshouldbeonamust-readlistofanyoneinterestedinbigdata.
SunilGupta,
EdwardW.CarterProfessorofBusiness,HarvardBusinessSchool,USA
Thisisoneofthemostcompellingpublicationsonthechallengesandopportunitiesofdataanalytics.Itpaintsnot
onlyatheoreticalframework,butalsonavigatesmarketingprofessionalsonorganizationalchangeanddevelopment
ofskillsandcapabilitiesforsuccess.Amust-readtounlockthefullpotentialofdata-drivenandfact-basedmarketing!
HarryDekker,
MediaDirector,UnileverBenelux,TheNetherlands
CreatingValuewithBigDataAnalyticsoffersauniquelycomprehensiveandwell-groundedexaminationofoneof
the most critically important topics in marketing today. With a strong customer focus, it provides rich, practical
guidelines,frameworksandinsightsonhowbigdatacantrulycreatevalueforafirm.
KevinLaneKeller,
TuckSchoolofBusiness,DartmouthCollege,USA
Nolongercanmarketingdecisionsbemadeonintuitionalone.Thisbookrepresentsanexcellentformulacombining
leadingedgeinsightandexperienceinmarketingwithdigitalanalyticsmethodsandtoolstosupportbetter,fasterand
more fact-based decision-making. It is highly recommended for business leaders who want to ensure they meet
customerdemandswithprecisioninthe21stcentury.
MortenThorkildsen,
CEORejlers,Norway;chairmanofITandcommunicationscompany,Itera;formerCEO,IBMNorway(2003–13);ex-
chairmantheNorwegianComputerSociety(2009–13),andvisitinglecturerNorwegianBusinessSchool,Norway
BigDataisthenextfrontierinmarketing.Thiscomprehensive,yeteminentlyreadablebookbyVerhoef,Koogeand
Walkisaninvaluableguideandamust-readforanymarketerseriouslyinterestedinusingbigdatatocreatefirm
value.
Jan-BenedictE.M.Steenkamp,
MasseyDistinguishedProfessorofMarketing,MarketingAreaChair&ExecutiveDirectorAiMark,Kenan-Flagler
BusinessSchool,UniversityofNorthCarolinaatChapelHill,USA
Thisbookgoesbeyondthehype,toprovideamorethoroughandrealisticanalysisofhowbigdatacanbedeployed
successfullyincompanies;successfulinthesenseofcreatingvaluebothforthecustomeraswellasthecompany,as
wellaswhatthepre-requisitesaretodoso.Thisbookisnotaboutthehype,norabouttheanalytics,itisaboutwhat
reallymatters:howtocreatevalue.Itisalsoillustratedwithabroadrangeofinspiringcompanycases.
HansZijlstra,
CustomerInsightDirector,AIRFRANCEKLM,TheNetherlands

CreatingValuewithBigDataAnalytics
Makingsmartermarketingdecisions
PeterC.Verhoef,EdwinKoogeandNatashaWalk

Firstpublished2016
byRoutledge
2ParkSquare,MiltonPark,Abingdon,OxonOX144RN
andbyRoutledge
711ThirdAvenue,NewYork,NY10017
RoutledgeisanimprintoftheTaylor&FrancisGroup,aninformabusiness
©2015PeterC.Verhoef,EdwinKoogeandNatashaWalk
TherightofPeterC.Verhoef,EdwinKoogeandNatashaWalktobeidentifiedasauthorsofthisworkhasbeenasserted
bytheminaccordancewithsections77and78oftheCopyright,DesignsandPatentsAct1988.
Allrightsreserved.Nopartofthisbookmaybereprintedorreproducedorutilisedinanyformorbyanyelectronic,
mechanical,orothermeans,nowknownorhereafterinvented,includingphotocopyingandrecording,orinany
informationstorageorretrievalsystem,withoutpermissioninwritingfromthepublishers.
Everyefforthasbeenmadetocontactcopyrightholdersfortheirpermissiontoreprintmaterialinthisbook.The
publisherswouldbegratefultohearfromanycopyrightholderwhoisnothereacknowledgedandwillundertaketo
rectifyanyerrorsoromissionsinfutureeditionsofthisbook.
Trademarknotice:Productorcorporatenamesmaybetrademarksorregisteredtrademarks,andareusedonlyfor
identificationandexplanationwithoutintenttoinfringe.
BritishLibraryCataloguinginPublicationData
AcataloguerecordforthisbookisavailablefromtheBritishLibrary
LibraryofCongressCataloginginPublicationData
Verhoef,PeterC.,author.
Creatingvaluewithbigdataanalytics:makingsmartermarketingdecisions/
PeterVerhoef,EdwinKoogeandNatashaWalk.
pagescm
Includesbibliographicalreferencesandindex.
1.Consumerprofiling.2.Bigdata.3.Marketing–Dataprocessing.I.Kooge,
Edwin.II.Walk,Natasha.III.Title.
HF5415.32.V4752016
658.8’3–dc23
2015027898
ISBN:978-1-138-83795-9(hbk)
ISBN:978-1-138-83797-3(pbk)
ISBN:978-1-315-73475-0(ebk)
TypesetinBembo
bySunriseSettingLtd,Paignton,UK
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