SlideShare una empresa de Scribd logo
1 de 22
Descargar para leer sin conexión
Deriving Insight from Data
WCMUG Meeting
23 November 2010
presented by Richard Hoath and Craig Wilson

www.informsolutions.ca
data
connecting the last mile
SHIFTING FROM REACTIVE TO PREDICTIVE ANALYTICS


 what has happened
• pre‐canned reports 

  move between extremes
                             what is happening
                              • reporting against 
                              business outcomes
                              • indicators set on 
                              emerging problems
                              • drill down
                              • lots of reports!
                                                          what will happen

                                problem solving          • regular analysis for 
                                                         changes in key indicators
                                                         • use of statistical analysis

                                                           focus on drivers of 
                                                         business outcomes

       reactive               sense and respond                predictive
Maximo Out of the Box
Discovery tools within Maximo:
  • Current query -> KPI
  • KPI manager
  • Start Center KPI portlets
Create KPI from Current Query within any App
KPI Manager
Display KPI Results
Display KPI Trends
Equipment Repair and Runtime Hours
Equipment Repair and Runtime Hours
Repairs by Equipment Class and
Operations Volume
Research/Emerging Ideas
• External large data sets
    • massive, unstructured, disconnected
    • quality, relevance?
    • w3c open data project, xhtml standards


• “web 3.0” semantic web
    • push for open and more structured data
    • “accessible, interoperable, valuable” for example, www.opencalais.com
    • close gap between human and machine readable web content


• discovering patterns in connected networks
    • identify and gain feedback from the 30% of nodes at core of networks

• cleaning “messy data”
    • tools like Google refine are emerging
Increasing range of linked open data sources 




•   “Linking Open Data cloud diagram, by Richard Cyganiak
    and Anja Jentzsch. http://lod-cloud.net/”
Information Problem?

            … Information Opportunity?


reactive?
                responsive?
                                  predictive?
Bay Area Rapid Transit

• Information Opportunity
• Open data
Safety Incident Counts
Incident Distribution
Safety Incidents - Weather




Google Motion Chart on safety incidents, precipitation over time
Word Cloud generated from 4000 Maximo work orders (using IBM Many Eyes)
Thought leaders on Insight from public mass data sets
Tim Berners-Lee
    • inventor of the www, W3C Linking Open Data project, “make public data public”
Hans Rosling
    • fact based world view through use and understanding of public statistics
         http://www.gapminder.org/ , creator of now named Google Motion Charts
    • Ted Talks presentations www.ted.com
Nicholas Christakis
    • discovering connections within social networks, public health determinates

Open Data Initiatives
Bay Area Rapid Transit http://www.bart.gov/schedules/developers/
Central Knowledge Archive Network http://ckan.net/

Visualization Tools used in Presentation
Google Motion Charts
    http://code.google.com/apis/visualization/documentation/gallery/motionchart.html
IBM many eyes
    www-958.ibm.com/me
Deriving Insight from Data
WCMUG Meeting
23 November 2010
presented by Richard Hoath and Craig Wilson

www.informsolutions.ca

Más contenido relacionado

La actualidad más candente

La actualidad más candente (19)

The Interesting IoT: Digitizing Operations
The Interesting IoT: Digitizing OperationsThe Interesting IoT: Digitizing Operations
The Interesting IoT: Digitizing Operations
 
Data Analytics in Real World (May 2016)
Data Analytics in Real World (May 2016)Data Analytics in Real World (May 2016)
Data Analytics in Real World (May 2016)
 
Brochure nuix visual_analytics
Brochure nuix visual_analyticsBrochure nuix visual_analytics
Brochure nuix visual_analytics
 
Yellowbrick MicroStrategy webcast
Yellowbrick MicroStrategy webcastYellowbrick MicroStrategy webcast
Yellowbrick MicroStrategy webcast
 
Augmented Analytics and Automation in the Age of the Data Scientist
Augmented Analytics and Automation in the Age of the Data ScientistAugmented Analytics and Automation in the Age of the Data Scientist
Augmented Analytics and Automation in the Age of the Data Scientist
 
Big data user group big data application - mar 2016
Big data user group   big data application - mar 2016Big data user group   big data application - mar 2016
Big data user group big data application - mar 2016
 
Where does Data Democracy begin? [Segment-Synapse, 2019]
Where does Data Democracy begin? [Segment-Synapse, 2019]Where does Data Democracy begin? [Segment-Synapse, 2019]
Where does Data Democracy begin? [Segment-Synapse, 2019]
 
Open Blueprint for Real-Time Analytics in Retail: Strata Hadoop World 2017 S...
Open Blueprint for Real-Time  Analytics in Retail: Strata Hadoop World 2017 S...Open Blueprint for Real-Time  Analytics in Retail: Strata Hadoop World 2017 S...
Open Blueprint for Real-Time Analytics in Retail: Strata Hadoop World 2017 S...
 
ParStream - Big Data for Business Users
ParStream - Big Data for Business UsersParStream - Big Data for Business Users
ParStream - Big Data for Business Users
 
Demo Showcase: Graphs for Cybersecurity in Action
Demo Showcase: Graphs for Cybersecurity in ActionDemo Showcase: Graphs for Cybersecurity in Action
Demo Showcase: Graphs for Cybersecurity in Action
 
Webinar: The 5 Most Critical Things to Understand About Modern Data Integration
Webinar: The 5 Most Critical Things to Understand About Modern Data IntegrationWebinar: The 5 Most Critical Things to Understand About Modern Data Integration
Webinar: The 5 Most Critical Things to Understand About Modern Data Integration
 
Big Data Analytics: From Insights to Production
Big Data Analytics: From Insights to ProductionBig Data Analytics: From Insights to Production
Big Data Analytics: From Insights to Production
 
Data Science Day New York: Data Science: A Personal History
Data Science Day New York: Data Science: A Personal HistoryData Science Day New York: Data Science: A Personal History
Data Science Day New York: Data Science: A Personal History
 
Neo4j Aura Enterprise
Neo4j Aura EnterpriseNeo4j Aura Enterprise
Neo4j Aura Enterprise
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the Cloud
 
It’s Not About Big Data – It’s About Big Insights - SAP Webinar - 20 Aug 201...
 It’s Not About Big Data – It’s About Big Insights - SAP Webinar - 20 Aug 201... It’s Not About Big Data – It’s About Big Insights - SAP Webinar - 20 Aug 201...
It’s Not About Big Data – It’s About Big Insights - SAP Webinar - 20 Aug 201...
 
What every managemenet accountants should know about the cloud by l iv watson
What every managemenet accountants should know about the cloud by l iv watsonWhat every managemenet accountants should know about the cloud by l iv watson
What every managemenet accountants should know about the cloud by l iv watson
 
18th Athens Big Data Meetup - 1st Talk - Timeseries Forecasting as a Service
18th Athens Big Data Meetup - 1st Talk - Timeseries Forecasting as a Service18th Athens Big Data Meetup - 1st Talk - Timeseries Forecasting as a Service
18th Athens Big Data Meetup - 1st Talk - Timeseries Forecasting as a Service
 
Moving Beyond Batch: Transactional Databases for Real-time Data
Moving Beyond Batch: Transactional Databases for Real-time DataMoving Beyond Batch: Transactional Databases for Real-time Data
Moving Beyond Batch: Transactional Databases for Real-time Data
 

Similar a Inform Solutions Insight from Maximo Data

In memory analysis 衍華
In memory analysis 衍華In memory analysis 衍華
In memory analysis 衍華
Lawrence Huang
 
20151016 Data Science For Project Managers
20151016 Data Science For Project Managers20151016 Data Science For Project Managers
20151016 Data Science For Project Managers
Tze-Yiu Yong
 
Devops the Microsoft Way
Devops the Microsoft WayDevops the Microsoft Way
Devops the Microsoft Way
Patrick Chanezon
 

Similar a Inform Solutions Insight from Maximo Data (20)

Streaming and Visual Data Discovery for the Internet of Things
Streaming and Visual Data Discovery for the Internet of ThingsStreaming and Visual Data Discovery for the Internet of Things
Streaming and Visual Data Discovery for the Internet of Things
 
Moving Targets: Harnessing Real-time Value from Data in Motion
Moving Targets: Harnessing Real-time Value from Data in Motion Moving Targets: Harnessing Real-time Value from Data in Motion
Moving Targets: Harnessing Real-time Value from Data in Motion
 
In memory analysis 衍華
In memory analysis 衍華In memory analysis 衍華
In memory analysis 衍華
 
Agile Big Data Analytics Development: An Architecture-Centric Approach
Agile Big Data Analytics Development: An Architecture-Centric ApproachAgile Big Data Analytics Development: An Architecture-Centric Approach
Agile Big Data Analytics Development: An Architecture-Centric Approach
 
predictive analysis and usage in procurement ppt 2017
predictive analysis and usage in procurement  ppt 2017predictive analysis and usage in procurement  ppt 2017
predictive analysis and usage in procurement ppt 2017
 
Analytical Innovation: How to Build the Next Generation Data Platform
Analytical Innovation: How to Build the Next Generation Data PlatformAnalytical Innovation: How to Build the Next Generation Data Platform
Analytical Innovation: How to Build the Next Generation Data Platform
 
How to Use Big Data to Transform IT Operations
How to Use Big Data to Transform IT OperationsHow to Use Big Data to Transform IT Operations
How to Use Big Data to Transform IT Operations
 
TIBCO Innovation Workshop Series: Reducing Decision Latency with Streaming An...
TIBCO Innovation Workshop Series: Reducing Decision Latency with Streaming An...TIBCO Innovation Workshop Series: Reducing Decision Latency with Streaming An...
TIBCO Innovation Workshop Series: Reducing Decision Latency with Streaming An...
 
Drive Smarter Decisions with Big Data Using Complex Event Processing
Drive Smarter Decisions with Big Data Using Complex Event ProcessingDrive Smarter Decisions with Big Data Using Complex Event Processing
Drive Smarter Decisions with Big Data Using Complex Event Processing
 
Business Insight
Business InsightBusiness Insight
Business Insight
 
Applying Big Data
Applying Big DataApplying Big Data
Applying Big Data
 
20151016 Data Science For Project Managers
20151016 Data Science For Project Managers20151016 Data Science For Project Managers
20151016 Data Science For Project Managers
 
WWV2015: Jibes Paul van der Hulst big data
WWV2015: Jibes Paul van der Hulst big dataWWV2015: Jibes Paul van der Hulst big data
WWV2015: Jibes Paul van der Hulst big data
 
Big Data, NoSQL, NewSQL & The Future of Data Management
Big Data, NoSQL, NewSQL & The Future of Data ManagementBig Data, NoSQL, NewSQL & The Future of Data Management
Big Data, NoSQL, NewSQL & The Future of Data Management
 
Devops the Microsoft Way
Devops the Microsoft WayDevops the Microsoft Way
Devops the Microsoft Way
 
Manoj Kolhe - Presentation - ITW_PPT_Big_Data_Testingv1.6
Manoj Kolhe - Presentation - ITW_PPT_Big_Data_Testingv1.6Manoj Kolhe - Presentation - ITW_PPT_Big_Data_Testingv1.6
Manoj Kolhe - Presentation - ITW_PPT_Big_Data_Testingv1.6
 
Big Data Management: What's New, What's Different, and What You Need To Know
Big Data Management: What's New, What's Different, and What You Need To KnowBig Data Management: What's New, What's Different, and What You Need To Know
Big Data Management: What's New, What's Different, and What You Need To Know
 
Cloudian 451-hortonworks - webinar
Cloudian 451-hortonworks - webinarCloudian 451-hortonworks - webinar
Cloudian 451-hortonworks - webinar
 
Big Data is on a Collision Course With Your Network - Are You Ready?
Big Data is on a Collision Course With Your Network - Are You Ready?Big Data is on a Collision Course With Your Network - Are You Ready?
Big Data is on a Collision Course With Your Network - Are You Ready?
 
2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics
 

Último

Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
drmarathore
 
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
amitlee9823
 
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
gajnagarg
 
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
tufbav
 
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night StandCall Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
gajnagarg
 
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
motiram463
 
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
gajnagarg
 
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
amitlee9823
 
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
amitlee9823
 
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men 🔝kakinada🔝 Escor...
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men  🔝kakinada🔝   Escor...➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men  🔝kakinada🔝   Escor...
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men 🔝kakinada🔝 Escor...
amitlee9823
 
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
ougvy
 
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
amitlee9823
 

Último (20)

Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
Abort pregnancy in research centre+966_505195917 abortion pills in Kuwait cyt...
 
Escorts Service Daryaganj - 9899900591 College Girls & Models 24/7
Escorts Service Daryaganj - 9899900591 College Girls & Models 24/7Escorts Service Daryaganj - 9899900591 College Girls & Models 24/7
Escorts Service Daryaganj - 9899900591 College Girls & Models 24/7
 
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Sanjay Nagar ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
(ISHITA) Call Girls Service Aurangabad Call Now 8617697112 Aurangabad Escorts...
(ISHITA) Call Girls Service Aurangabad Call Now 8617697112 Aurangabad Escorts...(ISHITA) Call Girls Service Aurangabad Call Now 8617697112 Aurangabad Escorts...
(ISHITA) Call Girls Service Aurangabad Call Now 8617697112 Aurangabad Escorts...
 
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Bhiwandi Escorts ☎️9352988975 Two shot with one girl...
 
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
怎样办理斯威本科技大学毕业证(SUT毕业证书)成绩单留信认证
 
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Bommasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night StandCall Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In RT Nagar ☎ 7737669865 🥵 Book Your One night Stand
 
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Shillong Escorts ☎️9352988975 Two shot with one girl...
 
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Vinay Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
(👉Ridhima)👉VIP Model Call Girls Mulund ( Mumbai) Call ON 9967824496 Starting ...
 
Sector 18, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 18, Noida Call girls :8448380779 Model Escorts | 100% verifiedSector 18, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 18, Noida Call girls :8448380779 Model Escorts | 100% verified
 
Call Girls Kothrud Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Kothrud Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Kothrud Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Kothrud Call Me 7737669865 Budget Friendly No Advance Booking
 
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
Just Call Vip call girls chhindwara Escorts ☎️9352988975 Two shot with one gi...
 
Guwahati Escorts Service Girl ^ 9332606886, WhatsApp Anytime Guwahati
Guwahati Escorts Service Girl ^ 9332606886, WhatsApp Anytime GuwahatiGuwahati Escorts Service Girl ^ 9332606886, WhatsApp Anytime Guwahati
Guwahati Escorts Service Girl ^ 9332606886, WhatsApp Anytime Guwahati
 
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Arekere ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
Vip Mumbai Call Girls Andheri East Call On 9920725232 With Body to body massa...
 
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men 🔝kakinada🔝 Escor...
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men  🔝kakinada🔝   Escor...➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men  🔝kakinada🔝   Escor...
➥🔝 7737669865 🔝▻ kakinada Call-girls in Women Seeking Men 🔝kakinada🔝 Escor...
 
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
在线制作(ANU毕业证书)澳大利亚国立大学毕业证成绩单原版一比一
 
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
Hosa Road Call Girls Service: ☎ 7737669865 ☎ High Profile Model Escorts | Ban...
 

Inform Solutions Insight from Maximo Data

  • 1. Deriving Insight from Data WCMUG Meeting 23 November 2010 presented by Richard Hoath and Craig Wilson www.informsolutions.ca
  • 4. SHIFTING FROM REACTIVE TO PREDICTIVE ANALYTICS what has happened • pre‐canned reports  move between extremes what is happening • reporting against  business outcomes • indicators set on  emerging problems • drill down • lots of reports! what will happen problem solving • regular analysis for  changes in key indicators • use of statistical analysis focus on drivers of  business outcomes reactive sense and respond predictive
  • 5. Maximo Out of the Box Discovery tools within Maximo: • Current query -> KPI • KPI manager • Start Center KPI portlets
  • 6. Create KPI from Current Query within any App
  • 10. Equipment Repair and Runtime Hours
  • 11. Equipment Repair and Runtime Hours
  • 12. Repairs by Equipment Class and Operations Volume
  • 13. Research/Emerging Ideas • External large data sets • massive, unstructured, disconnected • quality, relevance? • w3c open data project, xhtml standards • “web 3.0” semantic web • push for open and more structured data • “accessible, interoperable, valuable” for example, www.opencalais.com • close gap between human and machine readable web content • discovering patterns in connected networks • identify and gain feedback from the 30% of nodes at core of networks • cleaning “messy data” • tools like Google refine are emerging
  • 14. Increasing range of linked open data sources  • “Linking Open Data cloud diagram, by Richard Cyganiak and Anja Jentzsch. http://lod-cloud.net/”
  • 15. Information Problem? … Information Opportunity? reactive? responsive? predictive?
  • 16. Bay Area Rapid Transit • Information Opportunity • Open data
  • 19. Safety Incidents - Weather Google Motion Chart on safety incidents, precipitation over time
  • 20. Word Cloud generated from 4000 Maximo work orders (using IBM Many Eyes)
  • 21. Thought leaders on Insight from public mass data sets Tim Berners-Lee • inventor of the www, W3C Linking Open Data project, “make public data public” Hans Rosling • fact based world view through use and understanding of public statistics http://www.gapminder.org/ , creator of now named Google Motion Charts • Ted Talks presentations www.ted.com Nicholas Christakis • discovering connections within social networks, public health determinates Open Data Initiatives Bay Area Rapid Transit http://www.bart.gov/schedules/developers/ Central Knowledge Archive Network http://ckan.net/ Visualization Tools used in Presentation Google Motion Charts http://code.google.com/apis/visualization/documentation/gallery/motionchart.html IBM many eyes www-958.ibm.com/me
  • 22. Deriving Insight from Data WCMUG Meeting 23 November 2010 presented by Richard Hoath and Craig Wilson www.informsolutions.ca