BIG DATA, SMALL DATA, OPEN DATA
|
|
- Damon Scott
- 8 years ago
- Views:
Transcription
1 BIG DATA, SMALL DATA, OPEN DATA opportunities and challenges for governance BETHSIMONENOVECK Belk School of Business, Charlotte, North Carolina MAY132014
2 2
3 Governing Smarter with Data Why Data for Governing? Big Data Small Data Open Data Challenges Missed Opportunities 3
4 Data for Accountability 4
5 5
6 USASpending.gov 6
7 7
8 Data for Efficiency 8
9 9
10 Data for Problem-Spotting 10
11 The Mayor s Geek Squad, New York Times, 11
12 Urban Data Sources Organic data flows Administrative records (census, permits, ) Transactions (sales, communications, ) Operational (traffic, transit, utilities, health system, ) New and social media (Twitter feeds, blog posts, Facebook, ) Sensors Personal (location, activity, physiological) Fixed in situ sensors Crowd sourcing (mobile phones, ) Choke points (people, vehicles) Opportunities for novel sensor technologies Visible, infrared and spectral imagery RADAR, LIDAR Gravity and magnetic Seismic, acoustic Ionizing radiation, biological, chemical 12
13 1/3 of large police forces equip patrol cars with automatic license plate readers that can check 1,000 plates per minute ~ 400,000 ATMs record video of all transactions 4,214 red-light cameras 761 speed trap cameras 30 million commercial surveillance cameras 300 million mobile phones 494,151 cell towers NYU CUSP, The Promise of Urban Informatics. 13
14 What can cities do with the data? Optimize operations traffic flow, utility loads, services delivery, Monitor infrastructure conditions bridges, potholes, leaks, Infrastructure planning zoning, public transit, utilities Improve regulatory compliance ( nudges, efficient enforcement) Public health Nutrition, epidemiology, environmental impacts Abnormal conditions Hazard detection, emergency management Data-driven formulation of data-driven policies and investments Low-Income Home Energy Assistance Program, road pricing and congestion charging, Better inform the citizenry Enhance economic performance and competitiveness NYU CUSP, The Promise of Urban Informatics. 14
15 15
16 Sentiment Analysis 16
17 17
18 Data for Problem Solving 18
19 19
20 Data for Transformation 20
21 21
22 Data for Collaboration 22
23 23
24 BIGDATA, SMALLDATA, OPENDATA Richard Price, PulsePoint Citizen Responder CPR/AED Mobile App: When Minutes Matter, September 6,
25 Richard Price, PulsePoint Citizen Responder CPR/AED Mobile App: When Minutes Matter, September 6,
26 Richard Price, PulsePoint Citizen Responder CPR/AED Mobile App: When Minutes Matter, September 6,
27 27
28 Big data a growing torrent $600 to buy a disk drive that can store all of the world s music 5 billionmobile phones in use in billion pieces of content shared on Facebook every month 40%projected growth in global data generated Big data: The next frontier for innovation, competition, and productivity - June
29 29
30 Small Data 30
31 Small data is... the data we generate implicitly and explicitly across a myriad of systems, activities and encounters: from mobile, cable TV, purchases, browsing, apps, entertainment, games, , posts, texts and tweets... Deborah Estrin 31
32 Beyond mobile... Leveraging digital traces from diverse consumer services Your rows of their matrices Deborah Estrin 32
33 Mining small data to fuel health(ier) behaviors Lets build small-data fueled apps, engagements, and games that measure, motivate, and mitigate behavior change Martha s food choices, daily stretches, yoga, to help her reduce dependence on pain meds Sean s media consumption to help him rebalance his sleep habits Deborah Estrin 33
34 Example Consumer transaction patterns as small data The goal is to transform purchasing patterns Since we have a progression of spending patterns over time into a consumption model (a categorical distribution of restaurant, fast food, drug store, etc. purchases) on which descriptive statistics can be computed. we can examine how the resulting distributions change and plot the statistics for each time frame, resulting in a time series which can then be correlated against other time series. Deborah Estrin 34
35 Example personalized advice and feedback on weekly grocery shopping to promote healthier home food environment Deborah Estrin 35
36 Open Data 36
37 37
38 38
39 Transparency Government should be transparent. Transparency promotes accountability and provides information for citizens about what their Government is doing. Information maintained by the Federal Government is a national asset. My Administration will take appropriate action, consistent with law and policy, to disclose information rapidly in forms that the public can readily find and use. Executive departments and agencies should harness new technologies to put information about their operations and decisions online and readily available to the public. Executive departments and agencies should also solicit public feedback to identify information of greatest use to the public. Source: Memorandum on Transparency and Open Government, January 21,
40 40
41 Joel Gurin, GovLab, Senior Advisor and Author, Open Data Now 41
42 Why Open Data Matters 42
43 Health Education Energy Use Financial Services Transportation 43
44 BIGDATA, SMALLDATA, OPENDATA Weather Prediction Builds a $1 Billion Business Climate Corporation offices in San Francisco 44
45 What s the Value of Open Data? McKinsey study: $3 trillion annually worldwide 30 to 140 billion euros for Europe s public sector data 2 to 9 billion British pounds $30 billion for U.S. weather data Tens of billions for U.S. GPS data Hundreds of billions for U.S. health data 45
46 46
47 47
48 48
49 A Kayak for Everything 49
50 Help for K-12 Households Bill Jackson, CEO 50
51 51
52 Ogi Kavazovic VP Marketing & Strategy 52
53 Consumer Data Drives Corporate Concern Dara O Rourke, Founder/CEO 53
54 54
55 55
56 Challenges 56
57 Challenge Privacy ta REPORT TO THE PRESIDENT BIG DATA AND PRIVACY: A TECHNOLOGICAL PERSPECTIVE Executive Office of the President President s Council of Advisors on Science and Technology May
58 Challenge Knowing What Works 58
59 Challenge Accidental Release of PII 59
60 Challenge 60
61 Challenge Which License? 61
62 Challenge Designing with the Citizen At the Center 62
63 Challenge 63
64 Missed Opportunities 64
65 Missed Opportunities A/B Testing Presenting users with distinct versions of the same content and measuring differences in use is being utilized in the private sector to optimize functionalities. Big names in business from tech-focused ones like Amazon, Google and Bing (which has over 30 billion variants) to Marriott are using this parallel experimentation to improve sales. 65
66 Missed Opportunities We lack the opportunity in policymaking to experiment and discover workable arrangements through an open-ended process of trial and error. Jim Manzi, author of Uncontrolled (2012) 66
67 Missed Opportunities Treating Citizens as the Subject not the Object 67
68 Missed Opportunities 68
69 Missed Opportunities Recognizing Data 69
70 Data without collaboration is information without knowledge 70
Setting the Standard for Safe City Projects in the United States
Leading Safe Cities Setting the Standard for Safe City Projects in the United States Edge360 is a provider of Safe City solutions to State & Local governments, helping our clients ensure they have a secure,
More informationBig Data Use Cases Update
Big Data Use Cases Update Sanat Joshi Industry Solutions Manufacturing Industries Business Unit 1 Data Explosion Web & social networks experienced it first Infographic by Go-gulf.com 2 Number Of Connected
More informationDeploying Big Data to the Cloud: Roadmap for Success
Deploying Big Data to the Cloud: Roadmap for Success James Kobielus Chair, CSCC Big Data in the Cloud Working Group IBM Big Data Evangelist. IBM Data Magazine, Editor-in- Chief. IBM Senior Program Director,
More information03: What You Need to Know About Big Data: Understanding and Better Utilizing Data Analytics
03: What You Need to Know About Big Data: Understanding and Better Utilizing Data Analytics Trainer(s): Mike Holland NYU Center for Urban Science and Progress http://cusp.nyu.edu Timothy Savage NYU Center
More informationCSC590: Selected Topics BIG DATA & DATA MINING. Lecture 2 Feb 12, 2014 Dr. Esam A. Alwagait
CSC590: Selected Topics BIG DATA & DATA MINING Lecture 2 Feb 12, 2014 Dr. Esam A. Alwagait Agenda Introduction What is Big Data Why Big Data? Characteristics of Big Data Applications of Big Data Problems
More informationPublic Sector Solutions
Public Sector Solutions The New Jersey DOT Command Center uses INRIX real-time data and analytics to monitor congestion and deploy resources proactively to manage traffic flow and inform travelers. INRIX
More informationSmart City Live! 9-10 May 2016, Nice
Monday, May 9, 2016 Smart City Live! 9-10 May 2016, Nice Draft agenda as of November 20, 2015 SMART LIVING SMART CITY SERVICES 9:00 AM CASE STUDY: Developing Smart Energy communities Understanding the
More informationAguantebocawertyuiopasdfghvdslpmj klzxcvbquieromuchoanachaguilleanic oyafernmqwertyuiopasdfghjklzxcvbn mqwertyuiopasdfghjklzxcvbnmqwerty
Aguantebocawertyuiopasdfghvdslpmj klzxcvbquieromuchoanachaguilleanic oyafernmqwertyuiopasdfghjklzxcvbn mqwertyuiopasdfghjklzxcvbnmqwerty GOOGLE CAR uiopasdfghjklzxcvbnmqwertyuiopasdf Gonzalo Ghigliazza
More informationRapid Visualization with Big Data Analytics. Ravi Chalaka VP, Solution and Social Innovation Marketing
Rapid Visualization with Big Data Analytics Ravi Chalaka VP, Solution and Social Innovation Marketing Imagine the Future Innovative cities that dramatically enhance the wellbeing of its citizens Safer
More informationitunes 1.6 Cognitive - The Building Blocks for Smarter Apps
ITM 1.6 Cognitive APIs - The Building Blocks for Smarter Apps Andy Boyd Senior Product Manager IBM Watson Developer Cloud 1 Data Center World Certified Vendor Neutral Each presenter is required to certify
More informationTutorial: Big Data Algorithms and Applications Under Hadoop KUNPENG ZHANG SIDDHARTHA BHATTACHARYYA
Tutorial: Big Data Algorithms and Applications Under Hadoop KUNPENG ZHANG SIDDHARTHA BHATTACHARYYA http://kzhang6.people.uic.edu/tutorial/amcis2014.html August 7, 2014 Schedule I. Introduction to big data
More informationSmart City Initiative - Trends and Challenges
ENERGY Building Smart Green Cities of the Future - Today Sustainable Florida John Masiello 01 October 2015 1 DNV GL 2015 01 October 2015 SAFER, SMARTER, GREENER Agenda What is a smart city? Some statistics
More informationSmart Cities: Science, i 2 e and Impact
Smart Cities: Science, i 2 e and Impact November 13, 2012 Global Forum 2012 Jerry M. Hultin, President Polytechnic Institute of New York University Global population heading towards 9 billion 2 The emergence
More informationThe Evolution of Cities
Connected Cities The Evolution of Cities Systems of Intelligence Systems of Business Intelligence Mobile Engagement PCs Systems of Record Data Science Social Cloud Mainframe 1960's 1980's TODAY Disruptors
More informationNow, Next and the Future: IT, Big Data and other Implications for RIM. Presented by Michael S. Smith / http://about.me/mikessmith
Now, Next and the Future: IT, Big Data and other Implications for RIM Agenda for This Afternoon Now: What trends are creating implications within the profession? Next: Why is IT now concerned about RIM?
More informationAre You Ready for Big Data?
Are You Ready for Big Data? Jim Gallo National Director, Business Analytics April 10, 2013 Agenda What is Big Data? How do you leverage Big Data in your company? How do you prepare for a Big Data initiative?
More informationBig Data Analytics. Prof. Dr. Lars Schmidt-Thieme
Big Data Analytics Prof. Dr. Lars Schmidt-Thieme Information Systems and Machine Learning Lab (ISMLL) Institute of Computer Science University of Hildesheim, Germany 33. Sitzung des Arbeitskreises Informationstechnologie,
More informationBig Data. Fast Forward. Putting data to productive use
Big Data Putting data to productive use Fast Forward What is big data, and why should you care? Get familiar with big data terminology, technologies, and techniques. Getting started with big data to realize
More informationBig Data a threat or a chance?
Big Data a threat or a chance? Helwig Hauser University of Bergen, Dept. of Informatics Big Data What is Big Data? well, lots of data, right? we come back to this in a moment. certainly, a buzz-word but
More informationIndustry Impact of Big Data in the Cloud: An IBM Perspective
Industry Impact of Big Data in the Cloud: An IBM Perspective Inhi Cho Suh IBM Software Group, Information Management Vice President, Product Management and Strategy email: inhicho@us.ibm.com twitter: @inhicho
More informationThe Social Impact of Open Data
United States of America Federal Trade Commission The Social Impact of Open Data Remarks of Maureen K. Ohlhausen 1 Commissioner, Federal Trade Commission Center for Data Innovation The Social Impact of
More informationTelecommunications Point of View October 2014
for a Smarter Planet Telecommunications Point of View October 2014 Peter Harrison Smarter Planet Industry Solutions Leader Central and Eastern Europe IBM Software Group Peter.Harrison@pl.ibm.com +48 693
More informationIoE-Based Rio Operations Center Improves Safety, Traffic Flow, Emergency Response Capabilities
IoE-Based Rio Operations Center Improves Safety, Traffic Flow, Emergency Response Capabilities EXECUTIVE SUMMARY Objective Improve safety and incident response Coordinate/integrate operations of multiple
More informationAre You Ready for Big Data?
Are You Ready for Big Data? Jim Gallo National Director, Business Analytics February 11, 2013 Agenda What is Big Data? How do you leverage Big Data in your company? How do you prepare for a Big Data initiative?
More informationSystems of Discovery The Perfect Storm of Big Data, Cloud and Internet-of-Things
Systems of Discovery The Perfect Storm of Big Data, Cloud and Internet-of-Things Mac Devine CTO, IBM Cloud Services Division IBM Distinguished Engineer wdevine@us.ibm.com twitter: mac_devine Forecast for
More informationAnalyzing Big Data: The Path to Competitive Advantage
White Paper Analyzing Big Data: The Path to Competitive Advantage by Marcia Kaplan Contents Introduction....2 How Big is Big Data?................................................................................
More informationSMART MINDS + SMART CITIES
Your future in Applied Urban Science and Informatics SMART MINDS + SMART CITIES Your future in applied urban science and informatics. 1 6.2 1.9 million 143 million Your future in Applied Urban Science
More informationA WIDER SHARING ECOSYSTEM. The pivotal role of data in transport solutions
A WIDER SHARING ECOSYSTEM The pivotal role of data in transport solutions October 2015 A MARKET ON THE MOVE CONTENTS 3 TRANSPORT TRENDS 4 THE ROAD AHEAD 5 TRANSPARENCY LEADS TO TRUST 6 DATA LOCATION AND
More informationHow Businesses Are Leveraging New Internet Marketing Platforms Like to Acquire Customers and Build a Supportive Community
WHITE PAPER: How Businesses Are Leveraging New Internet Marketing Platforms Like Video, Social Media and Mobile to Acquire Customers and Build a Supportive Community Introduction: Businesses of all types
More informationDigital Government Institute s Government Big Data Conference, October 9, Washington, DC
Digital Government Institute s Government Big Data Conference, October 9, Washington, DC WELCOME TO A NEW ERA OF GOVERNMENT Today we ll discuss how open data is leading us into a new era of government.
More informationThe Internet of Things:
The Internet of Things: What Does it Take to Make the Internet of Everything Real? Kip Compton, VP Internet of Things (IoT) Systems and Software Group @kipcompton www.linkedin.com/in/kipcompton/en Are
More informationFive Tips. For Assembling Integrated Marketing Campaigns
Five Tips For Assembling Integrated Marketing Campaigns A Guide to Building Campaigns that Deliver for Your Small-Business Customers Today s consumers interact in a multiscreen world. They make purchasing
More informationHow To Make Money From Social Media
Business in Real Time Are you part of the conversation? by Bridget Ayers Get Smart Web Consulting Communication Then Communication NOW Stats via Onlineducation.net/internet Stats via Onlineducation.net/internet
More informationThe Decline of Online Privacy
The Decline of Online Privacy And the rise of personal identity management in the age of big data A uknow White Paper by Tim Woda, co founder of uknow.com, Inc. Overview There is a sense of fear and powerlessness
More informationHow to Leverage Big Data in the Cloud to Gain Competitive Advantage
How to Leverage Big Data in the Cloud to Gain Competitive Advantage James Kobielus, IBM Big Data Evangelist Editor-in-Chief, IBM Data Magazine Senior Program Director, Product Marketing, Big Data Analytics
More informationPrivacy Issues Airports
Privacy and Data Breaches A GROWING AIRPORT CONCERN Dominic Nessi Los Angeles World Airports Privacy in General There is none Google and other search engines, cookies Growth of on-line commerce Social
More informationPut Your Restaurant in Your Customer s Pocket!
A New Direct, Immediate Relationship with Your Customers Put Your Restaurant in Your Customer s Pocket! Your Smartphone is The Most Disruptive Technology Since the Printing Press! Common Methods of Advertising
More informationData Mining: Benefits for business.
Data Mining: Benefits for business. Data Mining enables businesses of all types and sizes to empower their data and gain valuable insight into what decisions to take. Since 2005 the Oversea-Chinese Banking
More informationTraffic System for Smart Cities. Empowering Mobility Consulting Solutions Managed Services
Traffic System for Smart Cities Empowering Mobility Consulting Solutions Managed Services About US Leading provider of Toll Collection and Intelligent Transport Management Systems (ITS) More than a decade
More informationFOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA. Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region
FOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region Big Data Buzz The promise of big data Intelligent Utility - 8/28/11 Big data, analytics
More informationTelecommunications, Media, and Technology. Leveraging big data to optimize digital marketing
Telecommunications, Media, and Technology Leveraging big data to optimize digital marketing Leveraging big data to optimize digital marketing 3 Leveraging big data to optimize digital marketing Given
More informationSmart Cities. Opportunities for Service Providers
Smart Cities Opportunities for Service Providers By Zach Cohen Smart cities will use technology to transform urban environments. Cities are leveraging internet pervasiveness, data analytics, and networked
More informationData : Big & Open Big Data Open Data. François Bancilhon Data Publica & INRIA/Mobile Services Initiative twitter.com/fbancilhon
Data : Big & Open Big Data Open Data François Bancilhon Data Publica & INRIA/Mobile Services Initiative twitter.com/fbancilhon A deluge of data Lots of Data Open Data Big Data A wealth of data Lots of
More informationVideo, Social Media and Mobile
WHITE PAPER: How Businesses Are Leveraging New Internet Marketing Platforms Like Video, Social Media and Mobile to Acquire Customers and Build a Supportive Community Introduction: Businesses of all types
More informationGareth Dunlop CEO and owner of Fathom, a dedicated User Experience and Digital Planning agency
Professional Diploma in Digital Marketing Module 1: Introduction to Digital Marketing Version 5.0 Lecturer: Gareth Dunlop Gareth Dunlop CEO and owner of Fathom, a dedicated User Experience and Digital
More informationStatistical Challenges with Big Data in Management Science
Statistical Challenges with Big Data in Management Science Arnab Kumar Laha Indian Institute of Management Ahmedabad Analytics vs Reporting Competitive Advantage Reporting Prescriptive Analytics (Decision
More informationLeveraging Social Media in Your Organization. Diana Eastty, Eastty Marketing Marty Foltyn, Channel Chargers
Leveraging Social Media in Your Organization Diana Eastty, Eastty Marketing Marty Foltyn, Channel Chargers Abstract Today s X-generation infused workforce is comfortable and confident with social media
More informationIn-Vehicle Infotainment. A View of the European Marketplace
In-Vehicle Infotainment A View of the European Marketplace In-Vehicle Infotainment: A View of the European Marketplace A number of trends are impacting the automotive industry, creating fertile ground
More informationCity Deploys Big Data BI Solution to Improve Lives and Create a Smart-City Template
City Deploys Big Data BI Solution to Improve Lives and Create a Smart-City Template Overview Customer: Customer Website: http://www.bcn.cat/en/ Country or Region: Spain Industry: Government Customer Profile
More informationUSING ANALYTICS TO IMPROVE SUPPLY CHAIN PERFORMANCE
USING ANALYTICS TO IMPROVE SUPPLY CHAIN PERFORMANCE MICHAEL R. GALBRETH, PH.D. USC/SYRACUSE SUPPLY CHAIN IMPROVEMENT CONFERENCE, OCT. 2014 HIPPO If we have data, let s look at data. If all we have are
More informationBig data for beginners An introduction for developmental professionals and researchers
Big data for beginners An introduction for developmental professionals and researchers Sriganesh Lokanathan, LIRNEasia Research relevant to broadband policy and regulatory processes New Delhi, India 21
More informationImportant Features of an Ecommerce Website
Important Features of an Ecommerce Website There are some important ecommerce site features you should consider which will ensure you re your ecommerce platform will provide excellent usability and accessibility
More informationSPECIAL REPORT. VIDEO, SOCIAL MEDIA, and MOBILE. How Businesses Are Leveraging New Internet Marketing Platforms Like
SPECIAL REPORT How Businesses Are Leveraging New Internet Marketing Platforms Like VIDEO, SOCIAL MEDIA, and MOBILE to Acquire New Customers and Dominate Their Markets Introduction Businesses of all types
More informationSources: Summary Data is exploding in volume, variety and velocity timely
1 Sources: The Guardian, May 2010 IDC Digital Universe, 2010 IBM Institute for Business Value, 2009 IBM CIO Study 2010 TDWI: Next Generation Data Warehouse Platforms Q4 2009 Summary Data is exploding
More informationDanny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank
Danny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank Agenda» Overview» What is Big Data?» Accelerates advances in computer & technologies» Revolutionizes data measurement»
More informationVirtual Law Practice: Success Factors
Virtual Law Practice: Success Factors An Analysis of the Factors that Contribute to the Success of a Virtual Law Practice By Richard S. Granat CEO, DirectLaw, Inc. 1 Virtual Law Practice: Success Factors
More informationBeyond Watson: The Business Implications of Big Data
Beyond Watson: The Business Implications of Big Data Shankar Venkataraman IBM Program Director, STSM, Big Data August 10, 2011 The World is Changing and Becoming More INSTRUMENTED INTERCONNECTED INTELLIGENT
More informationDoppler Traffic Flow Sensor For Traveler Information Systems. October, 2007 1
Doppler Traffic Flow Sensor For Traveler Information Systems October, 2007 1 Traffic congestion costs $70B a year Road construction can t keep up with demand Congestion spreading to smaller cities Many
More informationGov 3.0. Driving e-government through social, mobile, analytics and the cloud. Microsoft CityNext
Gov 3.0 Driving e-government through social, mobile, analytics and the cloud Rodrigo Becerra Mizuno Director Public Sector Asia Microsoft rbecerra@microsoft.com e-government Evolution Gov 1.0 (e-gov)
More informationProbes and Big Data: Opportunities and Challenges
Probes and Big Data: Opportunities and Challenges Fiona Calvert, Director Information Services and Mapping, Department of Transport Planning and Local Infrastructure New data sources, probes and big data
More informationBig Data Maximizing the Flow
Technology Insight Paper Big Data Maximizing the Flow By John Webster August 15, 2012 Enabling you to make the best technology decisions Big Data Maximizing the Flow 1 Big Data Maximizing the Flow 2 The
More informationSplunk Company Overview
Copyright 2015 Splunk Inc. Splunk Company Overview Name Title Safe Harbor Statement During the course of this presentation, we may make forward looking statements regarding future events or the expected
More informationGood morning. It is a pleasure to be with you here today to talk about the value and promise of Big Data.
Good morning. It is a pleasure to be with you here today to talk about the value and promise of Big Data. 1 Advances in information technologies are transforming the fabric of our society and data represent
More informationBIG DATA. - How big data transforms our world. Kim Escherich Executive Innovation Architect, IBM Global Business Services
BIG DATA - How big data transforms our world Kim Escherich Executive Innovation Architect, IBM Global Business Services 1 2 What happens? What is data? 340.282.366.920.938.463.463.374.607.431.768.211.456
More informationSocial Media and Digital Marketing Analytics ( INFO-UB.0038.01) Professor Anindya Ghose Monday Friday 6-9:10 pm from 7/15/13 to 7/30/13
Social Media and Digital Marketing Analytics ( INFO-UB.0038.01) Professor Anindya Ghose Monday Friday 6-9:10 pm from 7/15/13 to 7/30/13 aghose@stern.nyu.edu twitter: aghose pages.stern.nyu.edu/~aghose
More informationAn AppDynamics Business White Paper October 2013. How Much Revenue Does IT Generate? Correlating Revenue and Application Performance
An AppDynamics Business White Paper October 2013 How Much Revenue Does IT Generate? Correlating Revenue and Application Performance It s no secret that IT can be seen as a cost center in many organizations
More informationSocial Media and Digital Marketing Analytics Professor Anindya Ghose Tuesday-Thursday: 2-3:15 pm FALL 2013 aghose@stern.nyu.edu twitter: aghose
Social Media and Digital Marketing Analytics Professor Anindya Ghose Tuesday-Thursday: 2-3:15 pm FALL 2013 aghose@stern.nyu.edu twitter: aghose pages.stern.nyu.edu/~aghose Office: KMC 8-94 Overview The
More informationBig data The three-minute guide
Big data The three-minute guide Don t squint. Select the full-screen option to view at full size. Big Data The three-minute guide 1 2 What is big data? It s about insight Big data generally refers to datasets
More informationBIG DATA : Big Opportunity or Big Threat for Official Statistics?* Jose Ramon G. Albert, Ph.D. Secretary General, NSCB Email: jrg.albert@nscb.gov.
BIG DATA : Big Opportunity or Big Threat for Official Statistics?* Jose Ramon G. Albert, Ph.D. Secretary General, NSCB Email: jrg.albert@nscb.gov.ph 1 *Views expressed do not reflect those at NSCB Outline
More informationBig Data Retail Journey - Scaling from Personalization to Individualization
W H I T E PA P E R Big Data Retail Journey - Scaling from Big Data Practitioner: Jayaprakash Nair contact him at jayaprakash.nair@aspiresys.com Author: Shreyasee Ghosh Research Analyst Aspire Systems 1/D-1,
More informationT-REDSPEED White paper
T-REDSPEED White paper Index Index...2 Introduction...3 Specifications...4 Innovation...6 Technology added values...7 Introduction T-REDSPEED is an international patent pending technology for traffic violation
More informationThe Trends and Roadblocks in Retail e-commerce: A Recap of the 2012 etail West Conference by Mogreet
The Trends and Roadblocks in Retail e-commerce: A Recap of the 2012 etail West Conference by Mogreet Each year, as technology and consumer adoption continues to evolve, retailer e- commerce teams are facing
More informationThe IoT s application to protect your family
Page 1 The IoT s application to protect your family 1. Internet of Things at Home In recent years, Internet has grown very quickly, it had changed everything in our lives. It helps people in the world
More informationHispanic Americans Foreshadow the Future of Media
Hispanic Americans Foreshadow the Future of Media A whitepaper exploring the media consumption habits of Hispanic Americans Presented by + Table of Contents 2 4 5 13 Executive Summary Hispanic Americans
More informationGrow Your Business With Digital Marketing
Grow Your Business With Digital Marketing The Team Jeff Gordon Creative Director + Agency Principal Kim Gordon Account Director + Digital Strategist Jim Braunschweig Business Development + Social Strategist
More informationChandigarh Smart City Proposal. Citizen Consultation on Smart City Proposal November 2015
Chandigarh Smart City Proposal Citizen Consultation on Smart City Proposal November 2015 Chandigarh City Profile Key Highlights Population density 9,258/km 2 Area 114 km 2 Population # 1,055,450 High HDI*
More informationBricks And Clicks A Look At Today s Retail Marketing Trends
Bricks And Clicks A Look At Today s Retail Marketing Trends A Quick and Easy Guide to Digital Advertising for Local Businesses TABLE OF CONTENTS 3 4 7 11 The New Customer Path to Purchase The Rise of Mobile
More informationSession D Connectivity and Safe Communication Matilda Gennvi Gustafsson
Session D Connectivity and Safe Communication Matilda Gennvi Gustafsson In a Networked Society transports are safer Cross-sector cooperation will make it happen! MATILDA GENNVI GUSTAFSSON Sustainability
More informationSearching the Social Network: Future of Internet Search? alessio.signorini@oneriot.com
Searching the Social Network: Future of Internet Search? alessio.signorini@oneriot.com Alessio Signorini Who am I? I was born in Pisa, Italy and played professional soccer until a few years ago. No coffee
More informationSUCCESSFUL CROSS-PLATFORM AUDIENCE CAMPAIGNS #POWEROFPR MARISSA PICK DIRECTOR OF SOCIAL MEDIA @MARISSAPICK
SUCCESSFUL CROSS-PLATFORM AUDIENCE CAMPAIGNS #POWEROFPR MARISSA PICK DIRECTOR OF SOCIAL MEDIA @MARISSAPICK 2 YOUR BRAIN PROCESSES IMAGES 60,000 TIMES QUICKER THAN TEXT. 3 3 4 Photos and images on Facebook
More information10/14/11. Big data in science Application to large scale physical systems
Big data in science Application to large scale physical systems Large scale physical systems Large scale systems with spatio-temporal dynamics Propagation of pollutants in air, Water distribution networks,
More informationBudget Busters: Who s Breaking the Bank?
Time Required: 15 minutes Budget Busters: Where does all your money go? No matter how much money you earn, a careful budget lets you know exactly what happens to your cash. Below are three different cash
More informationIoE-Driven SmartSantander Initiative Reduces Traffic Congestion, Pollution, Commute Times
IoE-Driven SmartSantander Initiative Reduces Traffic Congestion, Pollution, Commute Times EXECUTIVE SUMMARY Objective Improve city operations and overall quality of life, while maintaining current costs
More informationI. Facial Recognition Technology Employed by Organizations for the Purpose of Identification
NTIA Privacy Multistakeholder Process Commercial Facial Recognition Technology Proposed Use Cases that Might be Addressed by a Code of Conduct (Stakeholder Submitted) April 25, 2014 I. Facial Recognition
More informationThe New Normal: Get Ready for the Era of Extreme Information Management. John Mancini President, AIIM @jmancini77 DigitalLandfill.
The New Normal: Get Ready for the Era of Extreme Information Management John Mancini President, AIIM @jmancini77 DigitalLandfill.org Giving Credit Where Credit is Due I didn t make up the term Extreme
More informationHow to Attract More Customers Using the. Power of Online Marketing
How to Attract More Customers Using the Power of Online Marketing Introduction: Businesses of all types and scopes are just starting to become aware of what a small percentage of early adopters already
More informationNewPoint IT Consulting BIG DATA WHITE PAPER. NewPoint Information Technology Consulting
NewPoint IT Consulting BIG DATA WHITE PAPER NewPoint Information Technology Consulting Content 1 Big Data: Challenges and Opportunities for Companies... 3 2 The Technical and Business Drivers of BIG DATA...
More informationBackground: This was the original plan I proposed to Aaron Patzer (founder) when I started working on Mint in December 2007.
Background: This was the original plan I proposed to Aaron Patzer (founder) when I started working on Mint in December 2007. Created by @NoahKagan of AppSumo.com (Daily Deals for Web Geeks) Marketing Game
More informationThe Domain Name Industry Brief Volume 5 Issue 5 September 2008
The Domain Name Industry Brief Volume 5 Issue 5 September 2008 Regional Report: Latin America As the global registry operator for.com and.net, VeriSign reviews the state of the domain name industry through
More informationBig Data for Publishers
Big Data for Publishers November 2013 5 companies have technology to turn Big Data user insights into action. 5 companies control 64% of all digital advertising revenues. 2 Your Data is a Key Asset Current
More informationGOVERNMENT AND THE INTERNET OF THINGS (IOT) FINDINGS AND RECOMMENDATION OF ATARC S INTERNET OF THINGS INNOVATION LAB NOVEMBER, 2015
GOVERNMENT AND THE INTERNET OF THINGS (IOT) FINDINGS AND RECOMMENDATION OF ATARC S INTERNET OF THINGS INNOVATION LAB NOVEMBER, 2015 IoT Innovation Lab Sponsors IoT 101 Defining the Internet s Next Big
More informationThe role of Big Data and IoT in Urban Transports Andrea Chiappetta European Services Institute (IT) UNECE 7 Sept. 2015
Economic Commission for Europe Inland Transport Committee Working Party on Transport Trends and Economics Urban mobility and Public Transport: Challenges and prospects The role of Big Data and IoT in Urban
More informationKey Words: Internet marketing, social media marketing, mobile advertising
Internet Marketing Professor, College of Business, San Francisco State University (William Perttula interviewed by Theodor Valentin Purc rea) The trend toward internet marketing has been going on since
More informationRETHINKING RESEARCH IN A DATA RICH ENVIRONMENT
RETHINKING RESEARCH IN A DATA RICH ENVIRONMENT OFFICE OF BEHAVIORAL AND SOCIAL SCIENCES RESEARCH NATIONAL INSTITUTES OF HEALTH William Riley, Ph.D. Acting Director, Office of Behavioral and Social Sciences
More informationWEBINAR WILL BEGIN SHORTLY
From Creative to Conversion: Examining the Relationship Between Online Display Advertising and Customer Conversion for an International Travel & Tourism Company March 13, 2015 Data at a Glance: - Observation
More informationDeveloping the SMEs Innovative Capacity Using a Big Data Approach
Economy Informatics vol. 14, no. 1/2014 55 Developing the SMEs Innovative Capacity Using a Big Data Approach Alexandra Elena RUSĂNEANU, Victor LAVRIC The Bucharest University of Economic Studies, Romania
More informationThe Future of Smart In our Daily Lives
Internet of Things The Future of Smart In our Daily Lives Karen Lomas. Director, Smart Cities EMEA 1 Executive Summary As the developed world evolves individuals and collective groups be they corporations,
More informationDemystifying Big Data Government Agencies & The Big Data Phenomenon
Demystifying Big Data Government Agencies & The Big Data Phenomenon Today s Discussion If you only remember four things 1 Intensifying business challenges coupled with an explosion in data have pushed
More informationBig Data and Smart Government
Big Data and Smart Government Institute for Public Administration Australia Nov 20, 2014 Ramayya Krishnan W.W. Cooper and Ruth F. Cooper Professor of Information Systems H. John Heinz III College, Carnegie
More information