SlideShare a Scribd company logo
1 of 44
Download to read offline
?
Dongpo Deng
dongpo@iis.sinica.edu.tw
5
•
•
http://5stardata.info/tw/
MS EXCEL XLS
CSV
(Web of Data)
•
:
•
•
•
•
(Resource Description Framework, RDF)
64
siteAddress
Subject Predicate Object
Triple
URL
URL
URL
HTTP URL and URL
• HTTP URIs, in the web
architecture, have been used to
denote documents -- "web pages"
informally, or "information
resources" more formally.
• However, with the growth of the
Semantic Web, which uses URIs to
denote anything at all, the urge to
use and practice of using HTTP
URIs for arbitrary things grew
steadily.
https://www.w3.org/DesignIssues/HTTP-URI.html
(ontology)
• 建⽴知識本體
• 定義語彙,清楚表達資料,使資料能夠相互連結
http://lov.okfn.org/dataset/lov/
URI
(Resource Description
Framework, RDF)
RDF
Resource URI: http://www.epa.gov.tw/resource/Taiepi_Weather_Station
db:Taipei
a lodtw:UV_Site ;
rdfs:isDefinedBy <http://www.epa.gov.tw/data/Taiepi_Weather_Station> ;
rdfs:label “Taipei_Weather_Station” ;
<http://lod.tw/ontologies/weather_stations.owl#1st_Administration>
“ ” <Taipei_City> ;
<http://lod.tw/ontologies/weather_stations.owl#2nd_Administration>
“ ” <Zhongzheng_Distract> ;
lodtw:Government_Organization
“ ” ;
lodtw:Weather_Station
“ ” ;
lodtw:id 6 ;
wgs84_pos:lat “25.037583”^^xsd:float ;
wgs84_pos:long “121.514861”^^xsd:float ;
card:Address “ 64 ” ;
foam:page <http://www.epa.gov.tw/page/Taiepi_Weather_Station>
Taiepi_Weather_Station
(Linked Data)
• Tim Berners-Lee
1. URI
2. HTTP URI
3. URI (
RDF, SPARQL)
4. URI
https://www.w3.org/DesignIssues/HTTP-URI.html
http://blog.okfn.org/category/working-groups/wg-archaeology/
URI
URI
(Linked Open Data, LOD)
!!
Resource URI: http://www.epa.gov.tw/resource/Taiepi_Weather_Station
Taiepi_Weather_Station
Resource URI: http://lod.tw/resource/Taiepi_City
•
•
•
•
DBpedia
• DBpedia is a community effort to extract structured “infobox”
information from Wikipedia
Academia Sinica in Wikipedia
http://en.wikipedia.org/wiki/Academia_Sinica
Academia Sinica in DBpedia
http://dbpedia.org/page/Academia_Sinica
LOD Cloud (2007-05-01)
12 data sets
LOD Cloud (2008-02-28)
32 data sets
LOD Cloud (2009-03-05)
93 data sets
LOD Cloud (2010-09-22)
203 data sets
LOD Cloud (2011-09-19)
LODE-Taiwan Biodiversity Dataset
295 data sets
LOD Cloud (2014-08-30)
570 data sets
Government Linked Open Data
Government Linked Open Data
http://hangingtogether.org/?p=5206
90
0 5 10 15 20 25 30 35 40 45
USA
Spain
UK
The Netherlands
Norway
Canada
Australia
France
Germany
Italy
Switzerland
Austria
Czech Republic
Hungary
Ireland
Japan
Malaysia
Portugal
Singapore
Sweden
Linked Data Survey Respondents
Karen Smith-Yoshimura (2015) Linked Data Implementations— Who, What and Why?, OCLC Research
0
5
10
15
20
25
Academic
library
National library Network Government Scholarly Public Library Museum Other
2014 2015
Karen Smith-Yoshimura (2015) Linked Data Implementations— Who, What and Why?, OCLC Research
2015
Steep learning curve for staff
40
Inconsistency in legacy data
33
Selecting appropriate ontologies to represent our data
31
Establishing the links
27
Little documentation or advice on how to build the systems
21
Karen Smith-Yoshimura (2015) Linked Data Implementations— Who, What and Why?, OCLC Research
?
2015 2014
Expose to larger audience on the Web
67 45
Demonstrate what could be done with datasets as linked
data
59 41
Heard about linked data and wanted to try it out by
exposing our data as linked data.
43 21
See if publishing linked data would improve our Search
Engine Optimization (SEO.)
29 9
Karen Smith-Yoshimura (2015) Linked Data Implementations— Who, What and Why?, OCLC Research
?
2015 2014
Provide our users with a richer experience.
51 35
Enhance our own data by consuming linked data from other
sources.
50 37
More effective internal metadata management.
32 16
Greater accuracy and scope in our search results
27 12
See if consuming linked data would improve our Search Engine
Optimization (SEO).
19 12
Experiment with combining different types of data into a single
triple store.
17 15
Heard about linked data and wanted to try it out by using linked
data sources.
17 13
2015
VIAF (Virtual International Authority File) 41
DBpedia 36
GeoNames 35
id.loc.gov 35
Resources we convert to linked data ourselves 17
Getty's AAT 16
FAST (Faceted Application of Subject Terminology) 15
WorldCat.org 15
data.bnf.fr 12
Deutsche National Bib Linked Data Service 12
Karen Smith-Yoshimura (2015) Linked Data Implementations— Who, What and Why?, OCLC Research
•
•
•
• URI
• BaseURI http://geo.lod.tw
• TBoxURIs http://geo.lod.tw/ontology/
{class|property}
• ABoxURIs

http://geo.lod.tw/resource/Name/
•
(Ontologies)
•
•
• OWL RDFs
• Protege
• 要連到其它資料,要清楚資料的脈絡關係,
以找到可以連結的資料
• 基本上要梳理資料脈絡關係,可由三個⼤
⽅向著⼿,資料的時間特性、資料的空間
特性、和資料的主題
• ⼯具
• Silk
• http://wifo5-03.informatik.uni-mannheim.de/bizer/silk/
• LIME
• http://aksw.org/Projects/LIMES.html
•
• CSV and spreadsheets
• RDF extension of Google Refine,
XLWrap, RDF123, NOR2O
• RDB
• D2R Server, ODEMapster,W3C
RDB2RDF WG – R2RML
• XML
• GRDDL, ReDeFer
•
• http (accessibility)
(derefencability)
• namespace vocabulary
•
• RDF stores and SPARQL endpoints
• Jena,Virtuoso, Sesame,4Store, OWLIM,
BBN Parliament
• linked-data front-end services
• Pubby, TalisPlatform, Fuseki, D2RQ
MySQL
RDB
D2R Pubby
Virtuoso
RDF store
Web
HTML RDF
RelFinder
dongpo.deng@gmail.com
twitter: @dongpo
facebook: dongpo.deng
Slides are available on
http://tinyurl.com/hobd6az

More Related Content

What's hot

Open Data - Principles and Techniques
Open Data - Principles and TechniquesOpen Data - Principles and Techniques
Open Data - Principles and Techniques
Bernhard Haslhofer
 
Introducing the Linked Data Research Centre
Introducing the Linked Data Research CentreIntroducing the Linked Data Research Centre
Introducing the Linked Data Research Centre
Michael Hausenblas
 
EDF2012: The Web of Data and its Five Stars
EDF2012: The Web of Data and its Five StarsEDF2012: The Web of Data and its Five Stars
EDF2012: The Web of Data and its Five Stars
Richard Cyganiak
 
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
Martin Hepp
 

What's hot (20)

Introduction to linked data
Introduction to linked dataIntroduction to linked data
Introduction to linked data
 
Exploration, visualization and querying of linked open data sources
Exploration, visualization and querying of linked open data sourcesExploration, visualization and querying of linked open data sources
Exploration, visualization and querying of linked open data sources
 
SSSW2015 Data Workflow Tutorial
SSSW2015 Data Workflow TutorialSSSW2015 Data Workflow Tutorial
SSSW2015 Data Workflow Tutorial
 
Intro to Linked Open Data in Libraries, Archives & Museums
Intro to Linked Open Data in Libraries, Archives & MuseumsIntro to Linked Open Data in Libraries, Archives & Museums
Intro to Linked Open Data in Libraries, Archives & Museums
 
Open Data - Principles and Techniques
Open Data - Principles and TechniquesOpen Data - Principles and Techniques
Open Data - Principles and Techniques
 
Linked Data Tutorial
Linked Data TutorialLinked Data Tutorial
Linked Data Tutorial
 
Introducing the Linked Data Research Centre
Introducing the Linked Data Research CentreIntroducing the Linked Data Research Centre
Introducing the Linked Data Research Centre
 
EDF2012: The Web of Data and its Five Stars
EDF2012: The Web of Data and its Five StarsEDF2012: The Web of Data and its Five Stars
EDF2012: The Web of Data and its Five Stars
 
The State of Linked Government Data
The State of Linked Government DataThe State of Linked Government Data
The State of Linked Government Data
 
Introduction to the Semantic Web
Introduction to the Semantic WebIntroduction to the Semantic Web
Introduction to the Semantic Web
 
Linked library data
Linked library dataLinked library data
Linked library data
 
NISO/NFAIS Joint Virtual Conference: Connecting the Library to the Wider Worl...
NISO/NFAIS Joint Virtual Conference: Connecting the Library to the Wider Worl...NISO/NFAIS Joint Virtual Conference: Connecting the Library to the Wider Worl...
NISO/NFAIS Joint Virtual Conference: Connecting the Library to the Wider Worl...
 
Linked Data in Libraries
Linked Data in LibrariesLinked Data in Libraries
Linked Data in Libraries
 
Usage of Linked Data: Introduction and Application Scenarios
Usage of Linked Data: Introduction and Application ScenariosUsage of Linked Data: Introduction and Application Scenarios
Usage of Linked Data: Introduction and Application Scenarios
 
Linked data 20171106
Linked data 20171106Linked data 20171106
Linked data 20171106
 
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
The Semantic Web – A Vision Come True, or Giving Up the Great Plan?
 
Knowledge discoverylaurahollink
Knowledge discoverylaurahollinkKnowledge discoverylaurahollink
Knowledge discoverylaurahollink
 
Linked Data
Linked DataLinked Data
Linked Data
 
Linked Data Snowball, or Why We Need Reconciliation
Linked Data Snowball, or Why We Need ReconciliationLinked Data Snowball, or Why We Need Reconciliation
Linked Data Snowball, or Why We Need Reconciliation
 
RDTF Metadata Guidelines: an update
RDTF Metadata Guidelines: an updateRDTF Metadata Guidelines: an update
RDTF Metadata Guidelines: an update
 

Viewers also liked

OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief MappingOpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
Dongpo Deng
 
20130905_Feng_Chia_GIS_center_geospatial_ontology
20130905_Feng_Chia_GIS_center_geospatial_ontology20130905_Feng_Chia_GIS_center_geospatial_ontology
20130905_Feng_Chia_GIS_center_geospatial_ontology
Dongpo Deng
 
SOTM Taiwan 2013 Opening Session
SOTM Taiwan 2013 Opening SessionSOTM Taiwan 2013 Opening Session
SOTM Taiwan 2013 Opening Session
Dongpo Deng
 
自製線上地圖呈現地理資料: 非營利組織案例介紹
自製線上地圖呈現地理資料: 非營利組織案例介紹自製線上地圖呈現地理資料: 非營利組織案例介紹
自製線上地圖呈現地理資料: 非營利組織案例介紹
Dongpo Deng
 
20140114 moi open_data
20140114 moi open_data20140114 moi open_data
20140114 moi open_data
Dongpo Deng
 

Viewers also liked (20)

2016年歐洲資料論壇
2016年歐洲資料論壇2016年歐洲資料論壇
2016年歐洲資料論壇
 
啟動開放,創新價值
啟動開放,創新價值 啟動開放,創新價值
啟動開放,創新價值
 
Google BigQuery introduction
Google BigQuery introductionGoogle BigQuery introduction
Google BigQuery introduction
 
OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief MappingOpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
OpenStreetMap: Grassroots Mapping and Crowdsourcing Disaster Relief Mapping
 
20140721 open geomeeting
20140721 open geomeeting20140721 open geomeeting
20140721 open geomeeting
 
20130905_Feng_Chia_GIS_center_geospatial_ontology
20130905_Feng_Chia_GIS_center_geospatial_ontology20130905_Feng_Chia_GIS_center_geospatial_ontology
20130905_Feng_Chia_GIS_center_geospatial_ontology
 
20141001 climate change&osm
20141001 climate change&osm20141001 climate change&osm
20141001 climate change&osm
 
The One and Many Maps: Participatory and Temporal Diversities in OpenStreetMap
The One and Many Maps: Participatory and Temporal Diversities in OpenStreetMapThe One and Many Maps: Participatory and Temporal Diversities in OpenStreetMap
The One and Many Maps: Participatory and Temporal Diversities in OpenStreetMap
 
SOTM Taiwan 2013 Opening Session
SOTM Taiwan 2013 Opening SessionSOTM Taiwan 2013 Opening Session
SOTM Taiwan 2013 Opening Session
 
自製線上地圖呈現地理資料: 非營利組織案例介紹
自製線上地圖呈現地理資料: 非營利組織案例介紹自製線上地圖呈現地理資料: 非營利組織案例介紹
自製線上地圖呈現地理資料: 非營利組織案例介紹
 
20150427_NCDR_OSM_Disaster_Mapping
20150427_NCDR_OSM_Disaster_Mapping20150427_NCDR_OSM_Disaster_Mapping
20150427_NCDR_OSM_Disaster_Mapping
 
20140114 moi open_data
20140114 moi open_data20140114 moi open_data
20140114 moi open_data
 
Open seminar series 3: Mapping, Geovisualization and OpenStreetMap
Open seminar series 3: Mapping, Geovisualization and OpenStreetMapOpen seminar series 3: Mapping, Geovisualization and OpenStreetMap
Open seminar series 3: Mapping, Geovisualization and OpenStreetMap
 
開放資料授權分析及其責任歸屬 林誠夏顧問
開放資料授權分析及其責任歸屬 林誠夏顧問開放資料授權分析及其責任歸屬 林誠夏顧問
開放資料授權分析及其責任歸屬 林誠夏顧問
 
20160802企業大數據應用心法與技法—撿、找、人算、神算
20160802企業大數據應用心法與技法—撿、找、人算、神算20160802企業大數據應用心法與技法—撿、找、人算、神算
20160802企業大數據應用心法與技法—撿、找、人算、神算
 
My data簡介
My data簡介My data簡介
My data簡介
 
開放街圖: 集合群眾之力的製圖 (OpenStreetMap: A crowdsoucing map )
開放街圖: 集合群眾之力的製圖 (OpenStreetMap: A crowdsoucing map )開放街圖: 集合群眾之力的製圖 (OpenStreetMap: A crowdsoucing map )
開放街圖: 集合群眾之力的製圖 (OpenStreetMap: A crowdsoucing map )
 
20161130科技創新世代專案管理—從專案時程管理與12技巧開始
20161130科技創新世代專案管理—從專案時程管理與12技巧開始20161130科技創新世代專案管理—從專案時程管理與12技巧開始
20161130科技創新世代專案管理—從專案時程管理與12技巧開始
 
OSM 與 LocalWiki 的整合: 支援社區層級災害管理
OSM 與 LocalWiki 的整合: 支援社區層級災害管理OSM 與 LocalWiki 的整合: 支援社區層級災害管理
OSM 與 LocalWiki 的整合: 支援社區層級災害管理
 
Open data的發展及應用(鄧東波)20160531
Open data的發展及應用(鄧東波)20160531Open data的發展及應用(鄧東波)20160531
Open data的發展及應用(鄧東波)20160531
 

Similar to From Structured Data to Linked Open Governmental Data

[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
Data Beers
 
Linked Data Integration and semantic web
Linked Data Integration and semantic webLinked Data Integration and semantic web
Linked Data Integration and semantic web
Diego Pessoa
 

Similar to From Structured Data to Linked Open Governmental Data (20)

Linked Data Implementations—Who, What and Why?
Linked Data Implementations—Who, What and Why?Linked Data Implementations—Who, What and Why?
Linked Data Implementations—Who, What and Why?
 
Introduction to APIs and Linked Data
Introduction to APIs and Linked DataIntroduction to APIs and Linked Data
Introduction to APIs and Linked Data
 
Linked data for Enterprise Data Integration
Linked data for Enterprise Data IntegrationLinked data for Enterprise Data Integration
Linked data for Enterprise Data Integration
 
Linked Data
Linked DataLinked Data
Linked Data
 
Using Linked Data Resources to generate web pages based on a BBC case study
Using Linked Data Resources to generate web pages based on a BBC case studyUsing Linked Data Resources to generate web pages based on a BBC case study
Using Linked Data Resources to generate web pages based on a BBC case study
 
PoolParty SKOS and Linked Data
PoolParty SKOS and Linked DataPoolParty SKOS and Linked Data
PoolParty SKOS and Linked Data
 
The Web of data and web data commons
The Web of data and web data commonsThe Web of data and web data commons
The Web of data and web data commons
 
Linked Data to Improve the OER Experience
Linked Data to Improve the OER ExperienceLinked Data to Improve the OER Experience
Linked Data to Improve the OER Experience
 
Why do they call it Linked Data when they want to say...?
Why do they call it Linked Data when they want to say...?Why do they call it Linked Data when they want to say...?
Why do they call it Linked Data when they want to say...?
 
Linked (Open) Data
Linked (Open) DataLinked (Open) Data
Linked (Open) Data
 
NISO Webinar: Library Linked Data: From Vision to Reality
NISO Webinar: Library Linked Data: From Vision to RealityNISO Webinar: Library Linked Data: From Vision to Reality
NISO Webinar: Library Linked Data: From Vision to Reality
 
Linked Energy Data Generation
Linked Energy Data GenerationLinked Energy Data Generation
Linked Energy Data Generation
 
The methods and practices of Linked Open Data
The methods and practices of Linked Open DataThe methods and practices of Linked Open Data
The methods and practices of Linked Open Data
 
Linked Data Principles and RDF: University of Florida Libraries, BIBFRAME Wor...
Linked Data Principles and RDF: University of Florida Libraries, BIBFRAME Wor...Linked Data Principles and RDF: University of Florida Libraries, BIBFRAME Wor...
Linked Data Principles and RDF: University of Florida Libraries, BIBFRAME Wor...
 
Semantic web: where are we now?
Semantic web: where are we now? Semantic web: where are we now?
Semantic web: where are we now?
 
[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
[Databeers] 06/05/2014 - Boris Villazon: “Data Integration - A Linked Data ap...
 
Alamw15 VIVO
Alamw15 VIVOAlamw15 VIVO
Alamw15 VIVO
 
Building Enterprise-Ready Knowledge Graph Applications in the Cloud
Building Enterprise-Ready Knowledge Graph Applications in the CloudBuilding Enterprise-Ready Knowledge Graph Applications in the Cloud
Building Enterprise-Ready Knowledge Graph Applications in the Cloud
 
Linking Open Government Data at Scale
Linking Open Government Data at Scale Linking Open Government Data at Scale
Linking Open Government Data at Scale
 
Linked Data Integration and semantic web
Linked Data Integration and semantic webLinked Data Integration and semantic web
Linked Data Integration and semantic web
 

More from Dongpo Deng

20140710 tca gsdi
20140710 tca gsdi20140710 tca gsdi
20140710 tca gsdi
Dongpo Deng
 
開放資料: 全球化的草根性運動
開放資料:  全球化的草根性運動開放資料:  全球化的草根性運動
開放資料: 全球化的草根性運動
Dongpo Deng
 
Social Web Meets Sensor Web: Linked Crowdsourced Observation Data
Social Web Meets Sensor Web: Linked Crowdsourced Observation DataSocial Web Meets Sensor Web: Linked Crowdsourced Observation Data
Social Web Meets Sensor Web: Linked Crowdsourced Observation Data
Dongpo Deng
 
20131106 acm geocrowd
20131106 acm geocrowd20131106 acm geocrowd
20131106 acm geocrowd
Dongpo Deng
 
2012 ACM Geocrowd
2012 ACM Geocrowd2012 ACM Geocrowd
2012 ACM Geocrowd
Dongpo Deng
 
物種學名與地理空間資訊處理
物種學名與地理空間資訊處理物種學名與地理空間資訊處理
物種學名與地理空間資訊處理
Dongpo Deng
 

More from Dongpo Deng (14)

20180226 data driven smart governance
20180226 data driven smart governance20180226 data driven smart governance
20180226 data driven smart governance
 
Construction and reuse of linked traceable agricultural product records - An ...
Construction and reuse of linked traceable agricultural product records - An ...Construction and reuse of linked traceable agricultural product records - An ...
Construction and reuse of linked traceable agricultural product records - An ...
 
農產品產銷履歷資料鏈結化處理 (Linked Traceable Agricultural Data )
農產品產銷履歷資料鏈結化處理 (Linked Traceable Agricultural Data )農產品產銷履歷資料鏈結化處理 (Linked Traceable Agricultural Data )
農產品產銷履歷資料鏈結化處理 (Linked Traceable Agricultural Data )
 
開放街圖社群經營的不等式
開放街圖社群經營的不等式開放街圖社群經營的不等式
開放街圖社群經營的不等式
 
Crowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so farCrowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so far
 
Toward Next Generation of Gazetteer: Utilizing GeoSPARQL For Developing Link...
Toward Next Generation of Gazetteer:  Utilizing GeoSPARQL For Developing Link...Toward Next Generation of Gazetteer:  Utilizing GeoSPARQL For Developing Link...
Toward Next Generation of Gazetteer: Utilizing GeoSPARQL For Developing Link...
 
20141018_OD_meetup#3
20141018_OD_meetup#320141018_OD_meetup#3
20141018_OD_meetup#3
 
20140710 tca gsdi
20140710 tca gsdi20140710 tca gsdi
20140710 tca gsdi
 
開放資料: 全球化的草根性運動
開放資料:  全球化的草根性運動開放資料:  全球化的草根性運動
開放資料: 全球化的草根性運動
 
Social Web Meets Sensor Web: Linked Crowdsourced Observation Data
Social Web Meets Sensor Web: Linked Crowdsourced Observation DataSocial Web Meets Sensor Web: Linked Crowdsourced Observation Data
Social Web Meets Sensor Web: Linked Crowdsourced Observation Data
 
TGIS 2013
TGIS 2013TGIS 2013
TGIS 2013
 
20131106 acm geocrowd
20131106 acm geocrowd20131106 acm geocrowd
20131106 acm geocrowd
 
2012 ACM Geocrowd
2012 ACM Geocrowd2012 ACM Geocrowd
2012 ACM Geocrowd
 
物種學名與地理空間資訊處理
物種學名與地理空間資訊處理物種學名與地理空間資訊處理
物種學名與地理空間資訊處理
 

Recently uploaded

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 

Recently uploaded (20)

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 

From Structured Data to Linked Open Governmental Data