Panagiotis Stalidis CERTH/ITI Goals of the project - - PowerPoint PPT Presentation

panagiotis stalidis certh iti goals of the project
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Panagiotis Stalidis CERTH/ITI Goals of the project - - PowerPoint PPT Presentation

Panagiotis Stalidis CERTH/ITI Goals of the project Implementation of a bi-directional collaboration channel between citizens and LEAs. Enhanced discovery of relevant and up to date information, speeds up the detection of risks.


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Panagiotis Stalidis – CERTH/ITI

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Goals of the project

  • Implementation of a bi-directional collaboration channel between

citizens and LEAs.

  • Enhanced discovery of relevant and up to date information, speeds

up the detection of risks.

  • Incident discovery, prediction, reporting and interaction

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

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The project in a nutshell

ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017

http://trillion-project.eng.it/

30 Χρόνια Τμήμα Πληροφορικής

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

System Architecture

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Source Integration and Data Gathering

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Integration of data from mobile and web apps with data crawled from social media like:

  • Twitter
  • Flickr
  • Instagram
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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Information Extraction

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Extraction of information from multimodal content.

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Information Extraction

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

In order for the computer to understand natural language text we apply NLP.

  • Named Entity

Recognition

  • Sentiment Analysis
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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Information Extraction

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Using images from apps and social media we apply techniques for:

  • Object Detection
  • Image Segmentation
  • Image Captioning
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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Information Extraction

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Similar techniques as in Image Analysis by treating each frame as an image.

  • Video Captioning
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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Location, situation and context toolset

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Use of extracted information from text, image and video analysis for location detection and event classification.

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Location, situation and context toolset

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Filtering of relevant information per event.

  • Location Detection
  • Image Classification
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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

Location, situation and context toolset

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Merging of duplicate and/or contextually related events. Enrichment of events with additional relevant information.

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

System Architecture

Mobile Apps and serious games for citizen engagement Data Integration Gateway User Experience Framework Citizens and LEAs profiles enrichment Source Integration and Data Gathering services Mobile Apps and serious games for LEA training Web Apps and Dashboards for alerts and crisis management Mobile Apps for alerts and crisis management Location, situation and context awareness toolset

Information filtering and classification Information relationship enrichment Analytics

Information extraction tools and services

Text Analysis Image Analysis Audio Analysis Video Analysis

Prediction of spatial and temporal development of events.

  • Hotspot Detection
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Achievements

  • Detection of incidents in an efficient, context and content aware

manner.

  • Locate on-site citizens and LEA representatives in crisis areas.
  • Request more information and assign specific actions to first

responders of on-going incidents.

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ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής

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Thank you for your attention

For more information please contact stalidis@iti.gr

  • r visit

http://trillion-project.eng.it/

ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017 30 Χρόνια Τμήμα Πληροφορικής