SlideShare ist ein Scribd-Unternehmen logo
1 von 12
© PRODYNA 2018 Slide 1
SEMANTIC SEARCH AND
DATA ANALYSIS WITH GRAPHS
SEPTEMBER 18, 2018
© PRODYNA 2018 Slide 2
WHAT IS THIS TALK ABOUT?
• Practical experiences with the graph data base Neo4j
• Implementing search application
© PRODYNA 2018 Slide 3
WHAT IS THIS TALK ABOUT?
• Practical experiences with the graph data base Neo4j
• Implementing search application
• Not only full text search
• Searching for relevant parts
• Searching for similiar content
© PRODYNA 2018 Slide 4
WHAT IS THIS TALK NOT ABOUT?
• Theory of semantic search
• Theory of semantic web
• RDF, OWL, natural language, etc
© PRODYNA 2018 Slide 5
DATA
• German legislation https://www.gesetze-im-internet.de/
• Legal documents provided by https://openjur.de/
• Extractions of norm occurrences in didactic material kindly provided
by
Hanjo Hamann
© PRODYNA 2018 Slide 6
GRAPH DATA MODEL
© PRODYNA 2018 Slide 7
GRAPH DATA MODEL
© PRODYNA 2018 Slide 8
GRAPH DATA MODEL
© PRODYNA 2018 Slide 9
BY USING SECTION NUMBER XY FROM CODE ABC, FOLLOWING SECTIONS COULD BE
OF INTEREST: ...
RECOMMENDATIONS
© PRODYNA 2018 Slide 10
FIND SIMILIAR DOCUMENTS
© PRODYNA 2018 Slide 12
SUMMARY
• Graph structures help me to investigate my data
• Relationships help to make the queries more intelligent
• As a result better insight and easier search
© PRODYNA 2018 Slide 13
CONTACT DETAILS
@ira_res
iryna.feuerstein@prodyna.com
https://irare.github.io/graph-of-codes/

Weitere ähnliche Inhalte

Was ist angesagt?

Sens log – way to standardize vgi data collection
Sens log – way to standardize vgi data collectionSens log – way to standardize vgi data collection
Sens log – way to standardize vgi data collectionWirelessInfo
 
Managing hydrographic data for multiple usage
Managing hydrographic data for multiple usageManaging hydrographic data for multiple usage
Managing hydrographic data for multiple usageMilan Uitentuis
 
Multilingual Knowledge Systems: Key Interoperability Assets
Multilingual Knowledge Systems: Key Interoperability AssetsMultilingual Knowledge Systems: Key Interoperability Assets
Multilingual Knowledge Systems: Key Interoperability AssetsMichael Wetzel
 
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFL
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFLOpenAIRE: Science. Set Free, Iryna Kuchma, EIFL
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFLPlatforma Otwartej Nauki
 
Managing Multiple Open Toolkit Configurations Using git Lightning Talk
Managing Multiple Open Toolkit Configurations Using git Lightning TalkManaging Multiple Open Toolkit Configurations Using git Lightning Talk
Managing Multiple Open Toolkit Configurations Using git Lightning TalkContrext Solutions
 
Ogi conf delft_v1_evangelos_kalampokis
Ogi conf delft_v1_evangelos_kalampokisOgi conf delft_v1_evangelos_kalampokis
Ogi conf delft_v1_evangelos_kalampokisOpenGovIntelligence
 
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014ACC_IW
 
Semantic annotation
Semantic annotation Semantic annotation
Semantic annotation serge sonfack
 
IDEC – Towards a more usable SDI in Catalonia
IDEC – Towards a more usable SDI in CataloniaIDEC – Towards a more usable SDI in Catalonia
IDEC – Towards a more usable SDI in CataloniaICGCat
 
Local government web sites in Finland: A geographic and webometric analysis
Local government web sites in Finland: A geographic and webometric analysisLocal government web sites in Finland: A geographic and webometric analysis
Local government web sites in Finland: A geographic and webometric analysisKim Holmberg
 

Was ist angesagt? (11)

Sens log – way to standardize vgi data collection
Sens log – way to standardize vgi data collectionSens log – way to standardize vgi data collection
Sens log – way to standardize vgi data collection
 
Managing hydrographic data for multiple usage
Managing hydrographic data for multiple usageManaging hydrographic data for multiple usage
Managing hydrographic data for multiple usage
 
Multilingual Knowledge Systems: Key Interoperability Assets
Multilingual Knowledge Systems: Key Interoperability AssetsMultilingual Knowledge Systems: Key Interoperability Assets
Multilingual Knowledge Systems: Key Interoperability Assets
 
GSIM
GSIMGSIM
GSIM
 
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFL
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFLOpenAIRE: Science. Set Free, Iryna Kuchma, EIFL
OpenAIRE: Science. Set Free, Iryna Kuchma, EIFL
 
Managing Multiple Open Toolkit Configurations Using git Lightning Talk
Managing Multiple Open Toolkit Configurations Using git Lightning TalkManaging Multiple Open Toolkit Configurations Using git Lightning Talk
Managing Multiple Open Toolkit Configurations Using git Lightning Talk
 
Ogi conf delft_v1_evangelos_kalampokis
Ogi conf delft_v1_evangelos_kalampokisOgi conf delft_v1_evangelos_kalampokis
Ogi conf delft_v1_evangelos_kalampokis
 
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014
Scotish Linked Data Interest Group - Edinburgh - 10 Sept 2014
 
Semantic annotation
Semantic annotation Semantic annotation
Semantic annotation
 
IDEC – Towards a more usable SDI in Catalonia
IDEC – Towards a more usable SDI in CataloniaIDEC – Towards a more usable SDI in Catalonia
IDEC – Towards a more usable SDI in Catalonia
 
Local government web sites in Finland: A geographic and webometric analysis
Local government web sites in Finland: A geographic and webometric analysisLocal government web sites in Finland: A geographic and webometric analysis
Local government web sites in Finland: A geographic and webometric analysis
 

Ähnlich wie Semantic search and Data Analysis with graphs - Iryna Feuerstein

Massively Scalable Computational Finance with SciDB
 Massively Scalable Computational Finance with SciDB Massively Scalable Computational Finance with SciDB
Massively Scalable Computational Finance with SciDBParadigm4Inc
 
Inspire Hackathon - Integration of Research Projects Sustainability with Cit...
Inspire Hackathon -  Integration of Research Projects Sustainability with Cit...Inspire Hackathon -  Integration of Research Projects Sustainability with Cit...
Inspire Hackathon - Integration of Research Projects Sustainability with Cit...plan4all
 
Research Visibility in the Global South: Towards Increased Online Visibility ...
Research Visibility in the Global South: Towards Increased Online Visibility ...Research Visibility in the Global South: Towards Increased Online Visibility ...
Research Visibility in the Global South: Towards Increased Online Visibility ...Lighton Phiri
 
DSAConclave Presentation based on introduction
DSAConclave Presentation based on introductionDSAConclave Presentation based on introduction
DSAConclave Presentation based on introductionchmeghana1
 
ICIC 2017: New Poduct presentations InfoChem
ICIC 2017: New Poduct presentations InfoChemICIC 2017: New Poduct presentations InfoChem
ICIC 2017: New Poduct presentations InfoChemDr. Haxel Consult
 
WEBINAR: Open Research Data in Horizon 2020
WEBINAR: Open Research Data in Horizon 2020WEBINAR: Open Research Data in Horizon 2020
WEBINAR: Open Research Data in Horizon 2020OpenAIRE
 
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...Flink Forward
 
What's New In Neo4j 3.4 & Bloom Update
What's New In Neo4j 3.4 & Bloom UpdateWhat's New In Neo4j 3.4 & Bloom Update
What's New In Neo4j 3.4 & Bloom UpdateNeo4j
 
Results of the Horizon 2020 DMP template survey
Results of the Horizon 2020 DMP template surveyResults of the Horizon 2020 DMP template survey
Results of the Horizon 2020 DMP template surveySarah Jones
 
Reco4J @ Munich Meetup (April 18th)
Reco4J @ Munich Meetup (April 18th)Reco4J @ Munich Meetup (April 18th)
Reco4J @ Munich Meetup (April 18th)Alessandro Negro
 
Hithai Shree.J and Varsha.R.pptx
Hithai Shree.J and Varsha.R.pptxHithai Shree.J and Varsha.R.pptx
Hithai Shree.J and Varsha.R.pptxssuser22b2ec
 
The (IPv6) Internet in Romania - RIPE NCC Data and Tools
The (IPv6) Internet in Romania - RIPE NCC Data and ToolsThe (IPv6) Internet in Romania - RIPE NCC Data and Tools
The (IPv6) Internet in Romania - RIPE NCC Data and ToolsRIPE NCC
 
Realizing An Assets Value: Is Only As Good As its Metadata
Realizing An Assets Value: Is Only As Good As its MetadataRealizing An Assets Value: Is Only As Good As its Metadata
Realizing An Assets Value: Is Only As Good As its MetadataAvenueCX
 
Text and Data Mining at Springer Nature
Text and Data Mining at Springer NatureText and Data Mining at Springer Nature
Text and Data Mining at Springer NatureSpringer Nature
 
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire Giordano
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire GiordanoWhy PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire Giordano
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire GiordanoCitus Data
 
A Web-Centric Pipeline for Archiving Scholarly Artifacts
A Web-Centric Pipeline for Archiving Scholarly ArtifactsA Web-Centric Pipeline for Archiving Scholarly Artifacts
A Web-Centric Pipeline for Archiving Scholarly ArtifactsMartin Klein
 

Ähnlich wie Semantic search and Data Analysis with graphs - Iryna Feuerstein (20)

Massively Scalable Computational Finance with SciDB
 Massively Scalable Computational Finance with SciDB Massively Scalable Computational Finance with SciDB
Massively Scalable Computational Finance with SciDB
 
Inspire Hackathon - Integration of Research Projects Sustainability with Cit...
Inspire Hackathon -  Integration of Research Projects Sustainability with Cit...Inspire Hackathon -  Integration of Research Projects Sustainability with Cit...
Inspire Hackathon - Integration of Research Projects Sustainability with Cit...
 
Research Visibility in the Global South: Towards Increased Online Visibility ...
Research Visibility in the Global South: Towards Increased Online Visibility ...Research Visibility in the Global South: Towards Increased Online Visibility ...
Research Visibility in the Global South: Towards Increased Online Visibility ...
 
DSAConclave Presentation based on introduction
DSAConclave Presentation based on introductionDSAConclave Presentation based on introduction
DSAConclave Presentation based on introduction
 
ICIC 2017: New Poduct presentations InfoChem
ICIC 2017: New Poduct presentations InfoChemICIC 2017: New Poduct presentations InfoChem
ICIC 2017: New Poduct presentations InfoChem
 
Industrialiser spark
Industrialiser sparkIndustrialiser spark
Industrialiser spark
 
WEBINAR: Open Research Data in Horizon 2020
WEBINAR: Open Research Data in Horizon 2020WEBINAR: Open Research Data in Horizon 2020
WEBINAR: Open Research Data in Horizon 2020
 
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...
Flink Forward Berlin 2018: Tobias Lindener - "Approximate standing queries on...
 
What's New In Neo4j 3.4 & Bloom Update
What's New In Neo4j 3.4 & Bloom UpdateWhat's New In Neo4j 3.4 & Bloom Update
What's New In Neo4j 3.4 & Bloom Update
 
Results of the Horizon 2020 DMP template survey
Results of the Horizon 2020 DMP template surveyResults of the Horizon 2020 DMP template survey
Results of the Horizon 2020 DMP template survey
 
Reco4J @ Munich Meetup (April 18th)
Reco4J @ Munich Meetup (April 18th)Reco4J @ Munich Meetup (April 18th)
Reco4J @ Munich Meetup (April 18th)
 
Hithai Shree.J and Varsha.R.pptx
Hithai Shree.J and Varsha.R.pptxHithai Shree.J and Varsha.R.pptx
Hithai Shree.J and Varsha.R.pptx
 
The (IPv6) Internet in Romania - RIPE NCC Data and Tools
The (IPv6) Internet in Romania - RIPE NCC Data and ToolsThe (IPv6) Internet in Romania - RIPE NCC Data and Tools
The (IPv6) Internet in Romania - RIPE NCC Data and Tools
 
Realizing An Assets Value: Is Only As Good As its Metadata
Realizing An Assets Value: Is Only As Good As its MetadataRealizing An Assets Value: Is Only As Good As its Metadata
Realizing An Assets Value: Is Only As Good As its Metadata
 
Text and Data Mining at Springer Nature
Text and Data Mining at Springer NatureText and Data Mining at Springer Nature
Text and Data Mining at Springer Nature
 
Scalable Application Development @ Picnic
Scalable Application Development @ PicnicScalable Application Development @ Picnic
Scalable Application Development @ Picnic
 
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire Giordano
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire GiordanoWhy PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire Giordano
Why PostgreSQL Why This Database Why Now | Nordic PGDay 2019 | Claire Giordano
 
Data Science in the Cloud
Data Science in the CloudData Science in the Cloud
Data Science in the Cloud
 
A Web-Centric Pipeline for Archiving Scholarly Artifacts
A Web-Centric Pipeline for Archiving Scholarly ArtifactsA Web-Centric Pipeline for Archiving Scholarly Artifacts
A Web-Centric Pipeline for Archiving Scholarly Artifacts
 
ProteomeXchange update
ProteomeXchange updateProteomeXchange update
ProteomeXchange update
 

Mehr von Dataconomy Media

Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & David An...
Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & 	David An...Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & 	David An...
Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & David An...Dataconomy Media
 
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...Dataconomy Media
 
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...Dataconomy Media
 
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...Dataconomy Media
 
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...Dataconomy Media
 
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...Dataconomy Media
 
Data Natives Vienna v 7.0 | "Building Kubernetes Operators with KUDO for Dat...
Data Natives Vienna v 7.0  | "Building Kubernetes Operators with KUDO for Dat...Data Natives Vienna v 7.0  | "Building Kubernetes Operators with KUDO for Dat...
Data Natives Vienna v 7.0 | "Building Kubernetes Operators with KUDO for Dat...Dataconomy Media
 
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...Dataconomy Media
 
Data Natives Cologne v 4.0 | "The Data Lorax: Planting the Seeds of Fairness...
Data Natives Cologne v 4.0  | "The Data Lorax: Planting the Seeds of Fairness...Data Natives Cologne v 4.0  | "The Data Lorax: Planting the Seeds of Fairness...
Data Natives Cologne v 4.0 | "The Data Lorax: Planting the Seeds of Fairness...Dataconomy Media
 
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...Dataconomy Media
 
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...Dataconomy Media
 
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...Dataconomy Media
 
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...Dataconomy Media
 
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...Dataconomy Media
 
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...Dataconomy Media
 
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...Dataconomy Media
 
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...Dataconomy Media
 
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...Dataconomy Media
 
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...Dataconomy Media
 
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...Dataconomy Media
 

Mehr von Dataconomy Media (20)

Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & David An...
Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & 	David An...Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & 	David An...
Data Natives Paris v 10.0 | "Blockchain in Healthcare" - Lea Dias & David An...
 
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...
Data Natives Frankfurt v 11.0 | "Competitive advantages with knowledge graphs...
 
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...
Data Natives Frankfurt v 11.0 | "Can we be responsible for misuse of data & a...
 
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...
Data Natives Munich v 12.0 | "How to be more productive with Autonomous Data ...
 
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
 
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...
Data Natives Munich v 12.0 | "Political Data Science: A tale of Fake News, So...
 
Data Natives Vienna v 7.0 | "Building Kubernetes Operators with KUDO for Dat...
Data Natives Vienna v 7.0  | "Building Kubernetes Operators with KUDO for Dat...Data Natives Vienna v 7.0  | "Building Kubernetes Operators with KUDO for Dat...
Data Natives Vienna v 7.0 | "Building Kubernetes Operators with KUDO for Dat...
 
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...
Data Natives Vienna v 7.0 | "The Ingredients of Data Innovation" - Robbert de...
 
Data Natives Cologne v 4.0 | "The Data Lorax: Planting the Seeds of Fairness...
Data Natives Cologne v 4.0  | "The Data Lorax: Planting the Seeds of Fairness...Data Natives Cologne v 4.0  | "The Data Lorax: Planting the Seeds of Fairness...
Data Natives Cologne v 4.0 | "The Data Lorax: Planting the Seeds of Fairness...
 
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...
Data Natives Cologne v 4.0 | "How People Analytics Can Reveal the Hidden Aspe...
 
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...
Data Natives Amsterdam v 9.0 | "Ten Little Servers: A Story of no Downtime" -...
 
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...
Data Natives Amsterdam v 9.0 | "Point in Time Labeling at Scale" - Timothy Th...
 
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...
Data Natives Hamburg v 6.0 | "Interpersonal behavior: observing Alex to under...
 
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...
Data Natives Hamburg v 6.0 | "About Surfing, Failing & Scaling" - Florian Sch...
 
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...
Data NativesBerlin v 20.0 | "Serving A/B experimentation platform end-to-end"...
 
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...
Data Natives Berlin v 20.0 | "Ten Little Servers: A Story of no Downtime" - A...
 
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...
Big Data Frankfurt meets Thinkport | "The Cloud as a Driver of Innovation" - ...
 
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...
Thinkport meets Frankfurt | "Financial Time Series Analysis using Wavelets" -...
 
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...
Big Data Helsinki v 3 | "Distributed Machine and Deep Learning at Scale with ...
 
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...
Big Data Helsinki v 3 | "Federated Learning and Privacy-preserving AI" - Oguz...
 

Kürzlich hochgeladen

Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 

Kürzlich hochgeladen (20)

Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 

Semantic search and Data Analysis with graphs - Iryna Feuerstein

  • 1. © PRODYNA 2018 Slide 1 SEMANTIC SEARCH AND DATA ANALYSIS WITH GRAPHS SEPTEMBER 18, 2018
  • 2. © PRODYNA 2018 Slide 2 WHAT IS THIS TALK ABOUT? • Practical experiences with the graph data base Neo4j • Implementing search application
  • 3. © PRODYNA 2018 Slide 3 WHAT IS THIS TALK ABOUT? • Practical experiences with the graph data base Neo4j • Implementing search application • Not only full text search • Searching for relevant parts • Searching for similiar content
  • 4. © PRODYNA 2018 Slide 4 WHAT IS THIS TALK NOT ABOUT? • Theory of semantic search • Theory of semantic web • RDF, OWL, natural language, etc
  • 5. © PRODYNA 2018 Slide 5 DATA • German legislation https://www.gesetze-im-internet.de/ • Legal documents provided by https://openjur.de/ • Extractions of norm occurrences in didactic material kindly provided by Hanjo Hamann
  • 6. © PRODYNA 2018 Slide 6 GRAPH DATA MODEL
  • 7. © PRODYNA 2018 Slide 7 GRAPH DATA MODEL
  • 8. © PRODYNA 2018 Slide 8 GRAPH DATA MODEL
  • 9. © PRODYNA 2018 Slide 9 BY USING SECTION NUMBER XY FROM CODE ABC, FOLLOWING SECTIONS COULD BE OF INTEREST: ... RECOMMENDATIONS
  • 10. © PRODYNA 2018 Slide 10 FIND SIMILIAR DOCUMENTS
  • 11. © PRODYNA 2018 Slide 12 SUMMARY • Graph structures help me to investigate my data • Relationships help to make the queries more intelligent • As a result better insight and easier search
  • 12. © PRODYNA 2018 Slide 13 CONTACT DETAILS @ira_res iryna.feuerstein@prodyna.com https://irare.github.io/graph-of-codes/

Hinweis der Redaktion

  1. Live demo
  2. Live demo