Index
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A
A/B tests
Accenture
Accumulo
Accuracy, of Big Data
Adobe, hacking of
Advertising, targeted
in gaming industry
hypertargeted
in media and entertainment industry
in telecom industry
in travel and leisure industry
Agriculture industry
Airline industry/airlines
Airplanes, sensor-enabled
Airports
Algorithmists
Algorithms
accuracy of
self-learning
Alteryx
Big Data focus of
Big Data marketplace of
Elastic MapReduce analytics platform of
recommendation system of
sales growth
Virtual Private Cloud
Web Services (AWS)
American Health Insurance Portability and Accountability Act (HIPAA)
Analysts, Big Data
Andrada. Jack
Anonymous data, reidentification of
Apple
Appliances, smart (sensor-enabled)
Apps
free
quantified-self
Asia, social networks in
Assets
AT&T
Audience analysis
Auditors, of data
Aurora Health Care
Australia
Automotive industry. See also Cars
B
Balance sheets
Banerjee, Abhijit V.
Banks. See also Financial services industry
legacy systems of
Barth-Jones, Daniel
Batch processing, of data
Battelle, Pacific Northwest Smart Grid Demonstration Project
Beam Technologies
Beckstrom, Rod A.
Beer bottles, smart (sensor-enabled)
Behavior analysis and monitoring
Berners-Lee, Tim
Bhattacharjee, Gary
Big Data
companies’ failure to use
cost of
definition of
future of
generic uses of
history of
organizational understanding of
realities of
real-time. See Real-time data analytics
7 Vs of
societal impact of
sources of
strategies
failure of
implementation cost of
Proof of Concepts of
relationship to data volume
relationship to organizational size
roadmap for
role of information technology in
terminology of
Big Data (Mayer-Schönberger and Cukier)
Binary large objects (BLOBs)
Biometric database
Bitcoin
Blackboard (data mining tool)
Blackshaw, Pete
Bluefin Labs
Blue Mark
Board members
Booker, Ellis
Boyd, Dana
Brazil
Brisbane, Australia
British Intelligence Agency
Brontobytes, of data
B2B
Budgets
Business analytics, future of
Business records, requiring business controls
C
Caesars Entertainment
Call centers
Cameras
Canada
Canalys
Cap Gemini
Car insurance
Cars
hybrid
RFID tags on
smart (sensor-enabled)
Catalyst IT Services
CCTV cameras
Cell-phone Call Detail Records (CDRs)
Center for the Study of Human Polymorphisms (CEPH)
Central Nervous System of the Earth (CeNSE)
Chat
Chief data officers
Chief privacy officers
Churn
Cignifi
Cisco
Citation data
Cities, smart (sensor-enabled)
Citigroup
Cloudera
Cloud server centers
Clustering analysis and segmentation
Columbia Business School
Common Crawl Corpus Project
Commonwealth Bank of Australia
Competition/competitors
Complex structured data
Computers, development of
Computer Weekly
Conceptual modeling
Connectors
Consultants, Big Data
Consumer goods industry
Consumer panels
Content management systems
Cookies
Correlation analysis
Coursera
Credit-reporting agencies
Credit risk profiling
Criminal justice system
Crowd control management
Cubist Pharmaceuticals
Culture, organizational
Customer Lifetime Value (CLV)
Customer profiling. See Profiling
Customer Relationship Management (CRM)
Customer satisfaction surveys
Cyberattacks. See also Hacking; Security issues
D
Dashboards
Data, sale of
Data analysis
accuracy of
as basis for data value
future of
information technology staff's competency in
push messages generated from
Data-as-a-Platform
Databases/datasets. See also Public datasets
combination of different types of
global
updating of
Data centers, first
Data collection
by information-centric organizations
role of organizational culture in
Data-driven organizations
differentiated from information-centric organizations
example of
DataMarket
Datamob
Data philanthropy
Data Portability Project
Data-processing machines, development of
Data storage
advances in
cost of
duration of
government-mandated
by information-centric organizations
origin of
by U.S. government
Davis, Kord
Delaney, Jim
Dell
Delphi Connected Car
Democratic National Committee
Departments, involvement in Big Data projects
Deutsche Bank
Developing world, Big Data applications in
Diginotar
Digital universe
Distributed denial-of-service (DDoS) attacks
DNA analysis
Domotics
Driving behavior analysis and monitoring
Dropbox
Drop call analysis
Duflo, Esther
Dynamic content (multiple user) documents
E
Education industry
Elections
Electricity meters, smart (sensor-enabled)
Electronic Arts (EA)
Electronic Data Interchange (EDI) documents
Electronic health records (EHRs)
EMC
EMC Greenplum, Chorus social framework of
Encryption, of data
Energy grid, smart (sensor-enabled)
Energy industry
Engaginglab
Engineers, Big Data
Environmental data
Epidemics, prediction of
Equens
Ethical issues
data ownership
guidelines for
interrelationship with privacy
Ethics of Big Data (Davis)
Etihad Airways
Europe
European Union
Evernote
Exabytes, of data
ExCel
Executives. See also Managers; Senior management
role in Big Data strategy development
Extended markup language (XML) objects
ExtraHop
F
advertising on
annual number of users
apps for
data ownership by
facial recognition feature of
fake accounts on
government's access to
Graph Search on
hacking of
privacy policy of
Fair Credit Reporting Act (FCRA)
Fast Company
Federal Emergency Management Agency (FEMA)
Figshare
Financial services industry
5 G networks
Flat files, in record format
Flickr
Flinders, Karl
Ford Motor Company
4 G networks
Fraud detection and prevention
Freebase
Freedom of Information Act
Free products or services
Freight industry
G
Gamification
Gaming industry
Gartner
GE Aviation
General Electric
General Motors
Genetic analysis/information
Genome sequencing
GEO location data
Gessner, Conrad
Gigabytes, of data
Gillman, Joan
Gladwell, Malcolm
Global positioning data/systems
Big Data marketplaces of
Chief Executive Officer of
data deletion option of
dynamic-content documents of
Flu Trends
Glass
government's access to
Knowledge Graph
mapping functionality of
MapReduce
ownership of users’ data
searches performed per minute
self-driving car from
Trends
Governance, of Big Data
Governments, Big Data applications by. See also Public datasets; names of specific governments and countries
data privacy protection
national security and public safety
Open Data Portal
transparency of
value of
Graphical representation, of Big Data
Graunt, John
Greenplum
GridGain
H
Hacking. See also Security issues fake
Hadoop
data storage capability of
determination of need for
disadvantages of
Distributed File System (HDFS) of
MapReduce framework of
Morgan Stanley's use of
as predictivity platform base
real-time data processing ability of
Shell's use of
unsuitability for real-time analytics
on VMware vSphere Cloud
Walmart's use of
Walt Disney Company's use of
Harvard, Engineering Social Systems department
Healthcare industry
data privacy and security in
effect of mobile devices on
sensor data use in
value of Big Data to
Health data, personal See Quantified-self movement
Health insurance companies, fraud prevention by
Health Insurance Portability and Accountability Act (HIPAA)
Heinken
Hertz
Hewlett Packard (HP)
Hiring and recruitment process
Historical data. See also Legacy systems
Hoffman, Jason
Hogan, James
Hollerith, Herman
Hopkins, Brian
Hortonworks
House of Cards (television series)
Houses, smart (sensor-enabled)
HP (Hewlett Packard)
HTML5 microdata
HTML/XHTML tags
Human Genome Project
Human resources departments
Hypertext
Hypothesis testing
I
IBM
as Big Data technology vendor
2010 Global CFO Study by
jShare team of
mobile device security platforms of
prescriptive analytics statement of
punch card-reading machine development by
SlamTracker program of
small data definition of
iCloud
India
Industrial Internet. See also Internet of Things
Influence analysis
Influencers
InfoChimps
Infographics
Informatica PowerCenter
Information age, beginning of
Information-centric organizations
creation of
differentiated from data-driven organizations
key characteristics of
Information technology
Information technology departments, staff of
Innovation
Insurance industry
Insurethebox
Intellectual property
InterContinental Hotel Group
International Aid Transparency Initiative
Internet, access time on
Internet Corporation for Assigned Names and Numbers (ICANN)
Internet of Things
as Big Data trend
as data source
definition of
effect on agriculture
future of
Inventory management analytics
Involvement velocity data
iOS 6
iPad
iPhone
iTunes
iWatch
J
Java programming language
Jefferies & Company
Jeopardy (television quiz show)
John Deere
Jones, Hannah
Joombla
Juristat
Just-in-time inventory
K
Kanter, Joshua
Kelly, Jeff
Kennedy, Edward (Senator)
Kent, Paul
Key performance indicators (KPIs)
Ki-moon, Ban
Kit Kat
Koenig, Ian
Kosmix
Kroes, Neelie
L
Large Organizational Equipment Manufacturers (OSMs)
Legacy systems
Legal profession
Leisure and travel industry
Letouzé, Emmanuel
LexisNexis
Liabilities
annual number of users
data scientists employed by
as data source
hacking into
recommendation system of
Lithium (company)
Location data
Loftus, Phil
Log files
Logica Business Consulting
Logistics companies
Love Parade
Loyalty programs
Lucas, Steve
M
Macbooks
Machine-learning systems
Machine-to-machine communication. See also Sensor data
Malesherbes, Guillaime-Chretien
Managers
Manufacturing industry
MapReduce
MapShare
Marketing analysis
Marketwire
Masdar City, Abu Dhabi
Massively Parallel Processing database
Massive Open Online Courses (MOOCs)
McKinsey
“Big Data: The Next Frontier for Innovation, Competition, and Productivity”
Media and entertainment industry
Messina, Jim
Metadata
Microdata
Microformats
Microsoft
Mindshare
MISMO, XML-based
MIT Technology Review
Mobile device-based Big Data
definition of
in the developing world
future of
guidelines for
security of
Morgan Stanley
Morgan Stanley Smith Barney (MSSB)
Mott, Nathaniel
Mougalas, Roger
MyBuys
MySQL cluster
N
Narayanan, Arvind
National Center for Educational Statistics
National Security Agency
National security and public safety
Natural and Political Observations Made upon the Bills of Mortality (Graunt)
Natural language processing
Nestlé
Neteeza
Netflix
Netherlands
computer cookies law in
crowd control management in
data privacy policies of
digitalization policy of
electronic health records in
IJdijk
public dataset use in
real-time, deep-packet inspections in
security camera use in
tax prefiling policy in
traffic/driving behavior monitoring in
New York Marketing Association
New Zealand
Ng, Andrew
Nick Savko & Sons, Inc.
Nike
Nongovernmental organizations (NGOs)
NoSQL databases
Not-for-profit sector
O
Obama, Barack
Ohm, Paul
Oil and gas industry
Olander, Stefan
1000 Genomes Project
Online platforms
Ontologies
Ontology (Big Data startup company)
OpenData
Open Science Data Cloud
Open-source tools. See also Hadoop
costs of
disadvantages of
free
government's use of
small and medium enterprises’ use of
support systems for
Operating margin
Operational analysis
Operational effectiveness
Oracle
Oracle Health Sciences Network
Orbitz
O'Reilly Media
Organizational culture. See Culture, organizational
Organizations, impact of Big Data on
Outlier detection
Ownership, of data
P
Page, Larry
Pando Daily
Pandurangan, Ramani
Path
PatientsLikeMe
Pattern analysis
Pattern recognition
Personal computers
Personal identifiable information (PII)
Personalized medicine and treatments
Personal location data, value of
Petabytes
Pharmaceutical industry
Philanthropy
Pilot projects
roadmap for
Plain text files
Point-of-sale data
Policy Exchange
Political campaigns
Posco E&C
Poverty, Big Data-based response to
PowerPoint, static documents in
Predictive analytics
in agriculture
Big Data scientists’ familiarity with
in consumer goods industry
in education industry
in energy industry
of epidemics
in healthcare industry
in hotel management
in retail industry
social data-based
in telecom industry
Pricewaterhouse Coopers
Pricing
in agriculture
by competitors
in consumer goods industry
in energy industry
individualized
in retail industry
PRISM security breach
Privacy issues
chief data officers’ responsibility
consumers’ privacy rights
consumers’ responses to privacy violations
data ownership
Disney's MyMagic+ system
electronic health record access
guidelines for
interrelationship with ethics
privacy laws
privacy policies and settings
reidentification of anonymous data
self-regulation of privacy
targeted advertising
Private dataset marketplaces
Productivity
Product lifecycle management (PLM)
Profiling
credit risk
of criminal and prison populations
in financial services industry
in gaming industry
in media and entertainment industry
in retail industry
risk profiling
in telecom industry
in transportation industry
in travel and leisure industry
use in recommendation engines
Progressive (insurance company)
Prototyping
Public datasets
combined with other datasets
as legal evidence source
marketplaces/supermarkets of
open access to
sources of
use with recommendation systems
Public relations campaigns
Public safety
Public sector. See Governments
Punch card-reading machines
Purdue University
Q
Qualcomm
Quandl
Quantified-self movement
effect on scientific research
gamification in
in healthcare industry
startups in
Qzone
R
Rackwitz, Roman
Rajan, David
RateDriver
Real Business
Real Future Store
Real-time data analytics
in education
of security alerts
tools for
Recommendation systems
Regression analysis
Reidentification, of anonymous data
Relational Database Management System (RDBMS)
Reputation Index
Retail industry
Return on investment (ROI)
Revenue
Reynolds, Brian
RFID tags
Rich Site Summary (RSS) feeds
Risk profiling
Roadmap, for Big Data strategies
Roosevelt, Franklin D.
Rosenbaum, Michael
Rothenbaecher, Werner
RSA Conference
Russia
S
Safai, Ramin
Sales, optimization of
SAP
SAS Institute
Schmidt, Eric
Schmitt, David
School dropout rates
Schotman, Gerald
Scientists, Big Data
importance of
management of
projected shortage of
skills and competencies of
Security Information and Event Management (SIEM)
Security issues
chief data officers’ responsibility
crisis strategies
crowd control management
failure of security strategies
mobile devices
national security and public safety
organizational security
Segmentation analysis
Seismic data
Self-proclaimed data
Semantic web
Semistructured data
SemSorGrid4Env
Senior management
Sensor data. See also Internet of Things
definition of
examples of
functions and applications of
household automation-generated
mobile devices-generated
projected annual amount of
with RFID tags
Sensors
in computing industry
in healthcare industry
implementation strategy for
as mimics of human senses
Sentiment analysis
Serengeti (open-source tool)
Service-oriented organizations
Service support
Shah, Manish
Shazam
Shell
Shopping, personalized
Silos
Similarity algorithms
Simulation algorithms
Sina Weibo
Siri
Size, organizational. See also Small and medium enterprises (SEMs)
relationship to Big Data strategies
Sky Analytics
Small and medium enterprises (SMEs)
Small data, definition of
Smartphones
average monthly usage of
crowd management applications of
keyboards of
medical applications of
sales of
security software for
use in developing world
SMS for Life
Snowden, Edward
Social data aggregation analysis
Social equality data
Social graph data
Social network(s). See also Facebook; Twitter
in Asia
as consumer information source
growth of
Social network data
definition of
functions and applications of
pitfalls of
privacy settings on
Social Security
Solution architects
Songdo, South Korea
SpaceCurve
Specialized content (web data)
Spitz, Malte
Split texts
Splunk
Sponsors, for Big Data projects and strategies
Sports industry
Spreadsheets
Square Kilometer Array Telescope
Staff, Big Data competencies of
Stanford University
Startup companies, in Big Data
data-as-a-platform solutions from
data visualization focus of
overview of
public dataset use by
in quantified-self movement
technologies developed by
Static documents
Statistics, father of
Status data
Storm (real-time analytic tool)
Structured data
Subscriber identity module (SIM) cards
Supercomputers
SuperFreakanomics (Levitts and Dubners)
Supermarkets, sensor-enabled products in
Suppliers, risk profiling of
Supply chain
data sharing within
data zones of
optimization of
Sweden
Sweeney, Latanya
SX Railroad
Synchrophasors
T
Tableau Software
Tablets
Taleris
Tanzania
Target
Tata Consulting Services
Tatevossian, Anoush Rima
Tax forms, prefiling of
Tax fraud
Taxonomies
TechKnowledge conference (2013)
Technologies, of Big Data
for data security
early adopters of
open-source tools
types of analysis performed with
vendors of
Technology-impact cycle
TED Global
Telco
Telecom industry
Telematics
Television
Tencent Weibo
Terabytes, of data
Teradata systems
Terrorism
Text analysis
Text messages
Theft, of data
Thinknum
Thomas Horstemeyer
Threat analysis
3-D printing market
3 G networks
3M
Time Warner Cable
Tipping Point (Gladwell)
T-Mobile USA
TomTom
Topological data analysis
Tractors, smart (sensor-enabled)
Traffic conditions, monitoring and management of
Transparency
Transportation industry
Travel and leisure industry
Trends, in Big Data
gamification
Internet of Things
mobile device-based (on-the-go) Big Data
public data
quantified-self movement
real-time data analytics
social data
Tricorders
Turner, Jamie
23andme
Twitcident
TyMetrix LegalView Analytics
U
United Kingdom
United Nations, Global Pulse initiative of
United States Department of Education (DOE)
United Technology
Unstructured data
prevalence of
in small datasets
sources of
storage of
types of
UrbanShield System
US Xpress
V
Value, of Big Data
Variability, of Big Data
differentiated from variety
Variety, of Big Data formats. See also Complex structured data; Semistructured data; Structured data; Unstructured data
differentiated from variability
Vattenfall
Velocity, of Big Data
Ventana Leadership Award
Veracity, of Big Data
Vertica Data Warehouse
Vestas Wind Systems
VINT report
Visa
Visualization, of Big Data
on mobile devices
in public relations campaigns
techniques for
Visualizers, Big Data
VMware
Voice recognition technology
Volume, of Big Data
relationship to Big Data strategies
W
Walmart
Walmart Labs
Walt Disney company, MyMagic+system of
Warner, Bernhard
Watches, smart
Water management systems
Watson (supercomputer)
Waze (app)
Weather data
Web 2.0
Web 3.0
Webpages/websites
on mobile devices
personalized
Wegrzyn, Chris
Weld, William
Whitehead Institute
Wi-Fi networks
Wikibon Consulting Group
Wire data
Wireless World Research Organization
Word, static documents in
Wordpress
World Bank
World Economic Forum (WEF)
World Wide Web
World Wide Web Consortium
Wu, Michael
X
xDayta
XML datasets. See also Extended markup language (XML) objects
related to complex financial products
XO Communications
Y
Yahoo!
Yelp
Yield management
Yottabytes, of data
YouTube
Z
Zapos
Zettabytes, of data
Zoomdata
Zynga