SlideShare a Scribd company logo
The Metadata Crisis: Can geographic
information be made more usable?
                 --Barbara Poore
                 --Eric Wolf
                  U.S. Geological Survey
Excavating a politics of repair and
            maintenance
“..perhaps we have been looking in the wrong
place. Perhaps we should have been looking at
breakdown and failure as no longer atypical and
therefore only worth addressing if they result in
catastrophe and, instead, at breakdown and
failure as the means by which societies learn and
learn to re-produce.”
                         --Graham and Thrift
                           2007
Metadata
• Metadata — describe the content, quality,
condition, and other characteristics of data.
• Major uses of metadata:
  – organize and maintain an organization's investment in
    data.
  – provide information to data catalogs and clearinghouses.
  – provide information to aid data transfer.
GSDI Cookbook, 2009
Context of Use
Crenulation techniques
from BLM Field
Manual, 1999
Fundamental Problems of
    Traditional Metadata
• Tied to datasets
• Hard-coded
• Static snapshot

• No way to retrieve supplementary
  material
From Wikipedia: Folksonomies
How does OpenStreetMap work?
<node id="616567366" lat="40.1484299"
lon="-105.140716" user="GPS_dr"
uid="117055" visible="true" version="1"
changeset="3656332" timestamp="2010-01-
19T06:52:38Z"/>

<way id="48533088" user="GPS_dr"
uid="117055" visible="true" version="1"
changeset="3656332" timestamp="2010-01-
19T06:52:39Z">
 ...
 <nd ref="616567366"/>
 ...
 <tag k="name" v="Dry Creek"/>
 <tag k="waterway" v="stream"/>
 </way>
Move a node slightly
<node id="616567366" lat="40.1484596"
lon="-105.14072" user="ebwolf"
uid="33916" visible="true" version="2"
changeset="4093629" timestamp="2010-
03-10T21:21:57Z"/>

<way id="48533088" user="GPS_dr"
uid="117055" visible="true" version="1"
changeset="3656332" timestamp="2010-
01-19T06:52:39Z">
 ..
 <nd ref="616567366"/>
 ..
 <tag k="name" v="Dry Creek"/>
 <tag k="waterway" v="stream"/> </way>
Add a node to the way
<node id="663883362" lat="40.1484084"
lon="-105.140932" user="ebwolf"
uid="33916" visible="true" version="1"
changeset="4094413" timestamp="2010-
03-10T23:11:02Z"/>

<way id="48533088" user="ebwolf"
uid="33916" visible="true" version="2"
changeset="4094413" timestamp="2010-
03-10T23:11:02Z">
 ..
 <nd ref="663883362"/>
 ..
 <tag k="name" v="Dry Creek"/>
 <tag k="waterway" v="stream"/> </way>
History in OSM
Some rules for Metadata

Rule #1: Metadata should be Object-based.
Rule #2: Metadata should link out.
Rule #3: Metadata leave breadcrumbs or a history.

OSM doesn't link out - the user ID and user name can link into
the Wiki where users are encouraged to create profiles. The
profile is an extension of the metadata that can change as
needed.
Metadata Squared
• Data and metadata interchangeable
• Multiple linked ways to get information, all socially
  mediated, produced by community, accessible to any
  user
   –   Computer programs
   –   Tiling schemes
   –   Web pages
   –   Wiki pages
   –   IRC chat rooms
   –   Youtube videos
   –   Tweets
The Before and After of Metadata
•   Made by professionals      •   Made by users
•   Process of subtraction     •   Process of addition
•   Structured (Hierarchies)   •   Miscellaneous (Tags)
•   Implicit links             •   Explicit links
•   Metadata travels           •   User travels
Everything is Miscellaneous
• 1st Order (organize things in space)
• 2nd Order (separation of description from
  object)
• 3rd Order (everything digital, data not
  distinguishable from metadata)
Metadata Alternatives
•   Ontology-based    precise      organizations
•   Topic maps
•   Semantic Web (RDF)
•   Linked Geodata
•   Folksonomies       fuzzy       users
iLOE, An OpenStreetMap editor for
the Iphone

More Related Content

Similar to The metadata crisis: Can geographic information be made more usable?

NSDI_ Concepts and Components
NSDI_ Concepts and ComponentsNSDI_ Concepts and Components
NSDI_ Concepts and Components
Jayantha Samarasinghe
 
BAS 250 Lecture 1
BAS 250 Lecture 1BAS 250 Lecture 1
BAS 250 Lecture 1
Wake Tech BAS
 
TNGIC 2011 Keynote Managing Mountains of Data
TNGIC 2011 Keynote Managing Mountains of DataTNGIC 2011 Keynote Managing Mountains of Data
TNGIC 2011 Keynote Managing Mountains of Data
ZsoltNC
 
SMART Seminar Series: SMART Data Management
SMART Seminar Series: SMART Data ManagementSMART Seminar Series: SMART Data Management
SMART Seminar Series: SMART Data Management
SMART Infrastructure Facility
 
2 introductory slides
2 introductory slides2 introductory slides
2 introductory slides
tafosepsdfasg
 
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Patrick Van Renterghem
 
3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit
DataCards
 
Introduction to data management, terminologies and use of data management pla...
Introduction to data management, terminologies and use of data management pla...Introduction to data management, terminologies and use of data management pla...
Introduction to data management, terminologies and use of data management pla...
International Institute of Tropical Agriculture
 
Metadata Strategies
Metadata StrategiesMetadata Strategies
Metadata Strategies
DATAVERSITY
 
Learning from past infrastructure to embrace friction and create the Research...
Learning from past infrastructure to embrace friction and create the Research...Learning from past infrastructure to embrace friction and create the Research...
Learning from past infrastructure to embrace friction and create the Research...
Research Data Alliance
 
Democratizing Data within your organization - Data Discovery
Democratizing Data within your organization - Data DiscoveryDemocratizing Data within your organization - Data Discovery
Democratizing Data within your organization - Data Discovery
Mark Grover
 
GI2013 ppt behr_geodata-in-un-org_2013_04_25
GI2013 ppt behr_geodata-in-un-org_2013_04_25GI2013 ppt behr_geodata-in-un-org_2013_04_25
GI2013 ppt behr_geodata-in-un-org_2013_04_25
IGN Vorstand
 
Geodata for Humanitarian Affairs in UN Organisations
Geodata for Humanitarian Affairs in UN OrganisationsGeodata for Humanitarian Affairs in UN Organisations
Geodata for Humanitarian Affairs in UN Organisations
Franz-Josef Behr
 
Geonetwork for Spatial Data
Geonetwork for Spatial DataGeonetwork for Spatial Data
Geonetwork for Spatial Data
Nizam GIS
 
01datamining.pdf
01datamining.pdf01datamining.pdf
01datamining.pdf
Priyankapawar886284
 
Dma unit 1
Dma unit   1Dma unit   1
Dma unit 1
thamizh arasi
 
How DITA Got Her Groove Back: Going Mapless with Don Day
How DITA Got Her Groove Back: Going Mapless with Don DayHow DITA Got Her Groove Back: Going Mapless with Don Day
How DITA Got Her Groove Back: Going Mapless with Don Day
Information Development World
 
Why documenting research data? Is it worth the extra effort? learnings from t...
Why documenting research data? Is it worth the extra effort? learnings from t...Why documenting research data? Is it worth the extra effort? learnings from t...
Why documenting research data? Is it worth the extra effort? learnings from t...
ILRI
 
Big Data HPC Convergence
Big Data HPC ConvergenceBig Data HPC Convergence
Big Data HPC Convergence
Geoffrey Fox
 
How to clean data less through Linked (Open Data) approach?
How to clean data less through Linked (Open Data) approach?How to clean data less through Linked (Open Data) approach?
How to clean data less through Linked (Open Data) approach?
andrea huang
 

Similar to The metadata crisis: Can geographic information be made more usable? (20)

NSDI_ Concepts and Components
NSDI_ Concepts and ComponentsNSDI_ Concepts and Components
NSDI_ Concepts and Components
 
BAS 250 Lecture 1
BAS 250 Lecture 1BAS 250 Lecture 1
BAS 250 Lecture 1
 
TNGIC 2011 Keynote Managing Mountains of Data
TNGIC 2011 Keynote Managing Mountains of DataTNGIC 2011 Keynote Managing Mountains of Data
TNGIC 2011 Keynote Managing Mountains of Data
 
SMART Seminar Series: SMART Data Management
SMART Seminar Series: SMART Data ManagementSMART Seminar Series: SMART Data Management
SMART Seminar Series: SMART Data Management
 
2 introductory slides
2 introductory slides2 introductory slides
2 introductory slides
 
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
 
3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit
 
Introduction to data management, terminologies and use of data management pla...
Introduction to data management, terminologies and use of data management pla...Introduction to data management, terminologies and use of data management pla...
Introduction to data management, terminologies and use of data management pla...
 
Metadata Strategies
Metadata StrategiesMetadata Strategies
Metadata Strategies
 
Learning from past infrastructure to embrace friction and create the Research...
Learning from past infrastructure to embrace friction and create the Research...Learning from past infrastructure to embrace friction and create the Research...
Learning from past infrastructure to embrace friction and create the Research...
 
Democratizing Data within your organization - Data Discovery
Democratizing Data within your organization - Data DiscoveryDemocratizing Data within your organization - Data Discovery
Democratizing Data within your organization - Data Discovery
 
GI2013 ppt behr_geodata-in-un-org_2013_04_25
GI2013 ppt behr_geodata-in-un-org_2013_04_25GI2013 ppt behr_geodata-in-un-org_2013_04_25
GI2013 ppt behr_geodata-in-un-org_2013_04_25
 
Geodata for Humanitarian Affairs in UN Organisations
Geodata for Humanitarian Affairs in UN OrganisationsGeodata for Humanitarian Affairs in UN Organisations
Geodata for Humanitarian Affairs in UN Organisations
 
Geonetwork for Spatial Data
Geonetwork for Spatial DataGeonetwork for Spatial Data
Geonetwork for Spatial Data
 
01datamining.pdf
01datamining.pdf01datamining.pdf
01datamining.pdf
 
Dma unit 1
Dma unit   1Dma unit   1
Dma unit 1
 
How DITA Got Her Groove Back: Going Mapless with Don Day
How DITA Got Her Groove Back: Going Mapless with Don DayHow DITA Got Her Groove Back: Going Mapless with Don Day
How DITA Got Her Groove Back: Going Mapless with Don Day
 
Why documenting research data? Is it worth the extra effort? learnings from t...
Why documenting research data? Is it worth the extra effort? learnings from t...Why documenting research data? Is it worth the extra effort? learnings from t...
Why documenting research data? Is it worth the extra effort? learnings from t...
 
Big Data HPC Convergence
Big Data HPC ConvergenceBig Data HPC Convergence
Big Data HPC Convergence
 
How to clean data less through Linked (Open Data) approach?
How to clean data less through Linked (Open Data) approach?How to clean data less through Linked (Open Data) approach?
How to clean data less through Linked (Open Data) approach?
 

More from Muki Haklay

Devising a citizen science monitoring programme for tree regeneration the upl...
Devising a citizen science monitoring programme for tree regeneration the upl...Devising a citizen science monitoring programme for tree regeneration the upl...
Devising a citizen science monitoring programme for tree regeneration the upl...
Muki Haklay
 
The value of citizen science for environmental monitoring in Scotland
The value of citizen science for environmental monitoring in ScotlandThe value of citizen science for environmental monitoring in Scotland
The value of citizen science for environmental monitoring in Scotland
Muki Haklay
 
citizen science - a brief introduction
citizen science - a brief introduction citizen science - a brief introduction
citizen science - a brief introduction
Muki Haklay
 
Citizen Science as a tool to support land management in the Cairngorms Nation...
Citizen Science as a tool to support land management in the Cairngorms Nation...Citizen Science as a tool to support land management in the Cairngorms Nation...
Citizen Science as a tool to support land management in the Cairngorms Nation...
Muki Haklay
 
Citizen science characteristics webinar
Citizen science characteristics webinarCitizen science characteristics webinar
Citizen science characteristics webinar
Muki Haklay
 
Platforms for Citizen Science - ExCiteS experience
Platforms for Citizen Science - ExCiteS experiencePlatforms for Citizen Science - ExCiteS experience
Platforms for Citizen Science - ExCiteS experience
Muki Haklay
 
Citizen science in different project
Citizen science in different project Citizen science in different project
Citizen science in different project
Muki Haklay
 
Citizen Science in Open Science context: measuring & understanding impacts of...
Citizen Science in Open Science context: measuring & understanding impacts of...Citizen Science in Open Science context: measuring & understanding impacts of...
Citizen Science in Open Science context: measuring & understanding impacts of...
Muki Haklay
 
Extreme Citizen Science technologies: attempting to embed values in code
Extreme Citizen Science technologies: attempting to embed values in codeExtreme Citizen Science technologies: attempting to embed values in code
Extreme Citizen Science technologies: attempting to embed values in code
Muki Haklay
 
The role of learning in community science and citizen science
The role of learning in community science and citizen scienceThe role of learning in community science and citizen science
The role of learning in community science and citizen science
Muki Haklay
 
The persistent environmental digital divide(s) -RGS-IBG 2018
The persistent environmental digital divide(s) -RGS-IBG 2018The persistent environmental digital divide(s) -RGS-IBG 2018
The persistent environmental digital divide(s) -RGS-IBG 2018
Muki Haklay
 
Digital Geographies Working Group - citizen science - passive and assertive i...
Digital Geographies Working Group - citizen science - passive and assertive i...Digital Geographies Working Group - citizen science - passive and assertive i...
Digital Geographies Working Group - citizen science - passive and assertive i...
Muki Haklay
 
Pecha Kucha session: multi country science programs Ecsite 2018
Pecha Kucha session: multi country science programs Ecsite 2018Pecha Kucha session: multi country science programs Ecsite 2018
Pecha Kucha session: multi country science programs Ecsite 2018
Muki Haklay
 
Open Science and Citizen Science - researcher, participants, and institutiona...
Open Science and Citizen Science - researcher, participants, and institutiona...Open Science and Citizen Science - researcher, participants, and institutiona...
Open Science and Citizen Science - researcher, participants, and institutiona...
Muki Haklay
 
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
Muki Haklay
 
The role of learning in citizen science
The role of learning in citizen scienceThe role of learning in citizen science
The role of learning in citizen science
Muki Haklay
 
The Willing Volunteer – Incorporating Voluntary Data into National Databases
The Willing Volunteer – Incorporating Voluntary Data into National DatabasesThe Willing Volunteer – Incorporating Voluntary Data into National Databases
The Willing Volunteer – Incorporating Voluntary Data into National Databases
Muki Haklay
 
Examining the values that are embedded in the processes and technologies of p...
Examining the values that are embedded in the processes and technologies of p...Examining the values that are embedded in the processes and technologies of p...
Examining the values that are embedded in the processes and technologies of p...
Muki Haklay
 
Into the Night - Technology for citizen science
Into the Night - Technology for citizen scienceInto the Night - Technology for citizen science
Into the Night - Technology for citizen science
Muki Haklay
 
Into the Night - Citizen Science Training day - introduction to citizen science
Into the Night - Citizen Science Training day - introduction to citizen scienceInto the Night - Citizen Science Training day - introduction to citizen science
Into the Night - Citizen Science Training day - introduction to citizen science
Muki Haklay
 

More from Muki Haklay (20)

Devising a citizen science monitoring programme for tree regeneration the upl...
Devising a citizen science monitoring programme for tree regeneration the upl...Devising a citizen science monitoring programme for tree regeneration the upl...
Devising a citizen science monitoring programme for tree regeneration the upl...
 
The value of citizen science for environmental monitoring in Scotland
The value of citizen science for environmental monitoring in ScotlandThe value of citizen science for environmental monitoring in Scotland
The value of citizen science for environmental monitoring in Scotland
 
citizen science - a brief introduction
citizen science - a brief introduction citizen science - a brief introduction
citizen science - a brief introduction
 
Citizen Science as a tool to support land management in the Cairngorms Nation...
Citizen Science as a tool to support land management in the Cairngorms Nation...Citizen Science as a tool to support land management in the Cairngorms Nation...
Citizen Science as a tool to support land management in the Cairngorms Nation...
 
Citizen science characteristics webinar
Citizen science characteristics webinarCitizen science characteristics webinar
Citizen science characteristics webinar
 
Platforms for Citizen Science - ExCiteS experience
Platforms for Citizen Science - ExCiteS experiencePlatforms for Citizen Science - ExCiteS experience
Platforms for Citizen Science - ExCiteS experience
 
Citizen science in different project
Citizen science in different project Citizen science in different project
Citizen science in different project
 
Citizen Science in Open Science context: measuring & understanding impacts of...
Citizen Science in Open Science context: measuring & understanding impacts of...Citizen Science in Open Science context: measuring & understanding impacts of...
Citizen Science in Open Science context: measuring & understanding impacts of...
 
Extreme Citizen Science technologies: attempting to embed values in code
Extreme Citizen Science technologies: attempting to embed values in codeExtreme Citizen Science technologies: attempting to embed values in code
Extreme Citizen Science technologies: attempting to embed values in code
 
The role of learning in community science and citizen science
The role of learning in community science and citizen scienceThe role of learning in community science and citizen science
The role of learning in community science and citizen science
 
The persistent environmental digital divide(s) -RGS-IBG 2018
The persistent environmental digital divide(s) -RGS-IBG 2018The persistent environmental digital divide(s) -RGS-IBG 2018
The persistent environmental digital divide(s) -RGS-IBG 2018
 
Digital Geographies Working Group - citizen science - passive and assertive i...
Digital Geographies Working Group - citizen science - passive and assertive i...Digital Geographies Working Group - citizen science - passive and assertive i...
Digital Geographies Working Group - citizen science - passive and assertive i...
 
Pecha Kucha session: multi country science programs Ecsite 2018
Pecha Kucha session: multi country science programs Ecsite 2018Pecha Kucha session: multi country science programs Ecsite 2018
Pecha Kucha session: multi country science programs Ecsite 2018
 
Open Science and Citizen Science - researcher, participants, and institutiona...
Open Science and Citizen Science - researcher, participants, and institutiona...Open Science and Citizen Science - researcher, participants, and institutiona...
Open Science and Citizen Science - researcher, participants, and institutiona...
 
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
Introduction to Citizen Science and Scientific Crowdsourcing - Data Quality s...
 
The role of learning in citizen science
The role of learning in citizen scienceThe role of learning in citizen science
The role of learning in citizen science
 
The Willing Volunteer – Incorporating Voluntary Data into National Databases
The Willing Volunteer – Incorporating Voluntary Data into National DatabasesThe Willing Volunteer – Incorporating Voluntary Data into National Databases
The Willing Volunteer – Incorporating Voluntary Data into National Databases
 
Examining the values that are embedded in the processes and technologies of p...
Examining the values that are embedded in the processes and technologies of p...Examining the values that are embedded in the processes and technologies of p...
Examining the values that are embedded in the processes and technologies of p...
 
Into the Night - Technology for citizen science
Into the Night - Technology for citizen scienceInto the Night - Technology for citizen science
Into the Night - Technology for citizen science
 
Into the Night - Citizen Science Training day - introduction to citizen science
Into the Night - Citizen Science Training day - introduction to citizen scienceInto the Night - Citizen Science Training day - introduction to citizen science
Into the Night - Citizen Science Training day - introduction to citizen science
 

Recently uploaded

Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Alpen-Adria-Universität
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
AstuteBusiness
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
Zilliz
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
Edge AI and Vision Alliance
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
LucaBarbaro3
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
saastr
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
FREE A4 Cyber Security Awareness Posters-Social Engineering part 3
FREE A4 Cyber Security Awareness  Posters-Social Engineering part 3FREE A4 Cyber Security Awareness  Posters-Social Engineering part 3
FREE A4 Cyber Security Awareness Posters-Social Engineering part 3
Data Hops
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
tolgahangng
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
HarisZaheer8
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
Shinana2
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
shyamraj55
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
maazsz111
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
Brandon Minnick, MBA
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 

Recently uploaded (20)

Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
FREE A4 Cyber Security Awareness Posters-Social Engineering part 3
FREE A4 Cyber Security Awareness  Posters-Social Engineering part 3FREE A4 Cyber Security Awareness  Posters-Social Engineering part 3
FREE A4 Cyber Security Awareness Posters-Social Engineering part 3
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 

The metadata crisis: Can geographic information be made more usable?

  • 1. The Metadata Crisis: Can geographic information be made more usable? --Barbara Poore --Eric Wolf U.S. Geological Survey
  • 2. Excavating a politics of repair and maintenance “..perhaps we have been looking in the wrong place. Perhaps we should have been looking at breakdown and failure as no longer atypical and therefore only worth addressing if they result in catastrophe and, instead, at breakdown and failure as the means by which societies learn and learn to re-produce.” --Graham and Thrift 2007
  • 3. Metadata • Metadata — describe the content, quality, condition, and other characteristics of data. • Major uses of metadata: – organize and maintain an organization's investment in data. – provide information to data catalogs and clearinghouses. – provide information to aid data transfer.
  • 4.
  • 7. Crenulation techniques from BLM Field Manual, 1999
  • 8. Fundamental Problems of Traditional Metadata • Tied to datasets • Hard-coded • Static snapshot • No way to retrieve supplementary material
  • 10.
  • 11. How does OpenStreetMap work? <node id="616567366" lat="40.1484299" lon="-105.140716" user="GPS_dr" uid="117055" visible="true" version="1" changeset="3656332" timestamp="2010-01- 19T06:52:38Z"/> <way id="48533088" user="GPS_dr" uid="117055" visible="true" version="1" changeset="3656332" timestamp="2010-01- 19T06:52:39Z"> ... <nd ref="616567366"/> ... <tag k="name" v="Dry Creek"/> <tag k="waterway" v="stream"/> </way>
  • 12. Move a node slightly <node id="616567366" lat="40.1484596" lon="-105.14072" user="ebwolf" uid="33916" visible="true" version="2" changeset="4093629" timestamp="2010- 03-10T21:21:57Z"/> <way id="48533088" user="GPS_dr" uid="117055" visible="true" version="1" changeset="3656332" timestamp="2010- 01-19T06:52:39Z"> .. <nd ref="616567366"/> .. <tag k="name" v="Dry Creek"/> <tag k="waterway" v="stream"/> </way>
  • 13. Add a node to the way <node id="663883362" lat="40.1484084" lon="-105.140932" user="ebwolf" uid="33916" visible="true" version="1" changeset="4094413" timestamp="2010- 03-10T23:11:02Z"/> <way id="48533088" user="ebwolf" uid="33916" visible="true" version="2" changeset="4094413" timestamp="2010- 03-10T23:11:02Z"> .. <nd ref="663883362"/> .. <tag k="name" v="Dry Creek"/> <tag k="waterway" v="stream"/> </way>
  • 15.
  • 16. Some rules for Metadata Rule #1: Metadata should be Object-based. Rule #2: Metadata should link out. Rule #3: Metadata leave breadcrumbs or a history. OSM doesn't link out - the user ID and user name can link into the Wiki where users are encouraged to create profiles. The profile is an extension of the metadata that can change as needed.
  • 17. Metadata Squared • Data and metadata interchangeable • Multiple linked ways to get information, all socially mediated, produced by community, accessible to any user – Computer programs – Tiling schemes – Web pages – Wiki pages – IRC chat rooms – Youtube videos – Tweets
  • 18. The Before and After of Metadata • Made by professionals • Made by users • Process of subtraction • Process of addition • Structured (Hierarchies) • Miscellaneous (Tags) • Implicit links • Explicit links • Metadata travels • User travels
  • 19. Everything is Miscellaneous • 1st Order (organize things in space) • 2nd Order (separation of description from object) • 3rd Order (everything digital, data not distinguishable from metadata)
  • 20. Metadata Alternatives • Ontology-based precise organizations • Topic maps • Semantic Web (RDF) • Linked Geodata • Folksonomies fuzzy users
  • 21.
  • 22. iLOE, An OpenStreetMap editor for the Iphone