Panagiotis Stalidis – CERTH/ITI
Panagiotis Stalidis CERTH/ITI Goals of the project - - PowerPoint PPT Presentation
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.
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
The project in a nutshell
ATEITH 2017, Thessaloniki, Greece, Sep 29-30, 2017
http://trillion-project.eng.it/
30 Χρόνια Τμήμα Πληροφορικής
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
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:
- Flickr
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.
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
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
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
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.
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
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.
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
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
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