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- The Knowledge Acquisition Tool (KAT) is a software toolkit that implements the state-of-the-art machine learning and data analytic methods for sensors data. The algorithms and methods implemented in KAT are used for processing and analysing the smart city data in the CityPulse project.
Event-Detector
PublicThe Event detection component in the CityPulse framework provides the generic tools for processing the annotated as well as aggregated data streams to obtain events occurring into the city. This component is highly flexible in deploying new event detection mechanisms, since different smart city applications require different events to be detected f…Documentation
PublicCityPulse-3D-Map
PublicThis application has been developed with the core goal to provide a 3D visualisation and experience to the users. By using it the users can “fly” around this 3D model of a city and visualise the effect of real-time data in the model. The map has been integrated with the CityPulse framework for displaying events aroud the city of Aarhus on traffi…CityPulse-City-Dashboard
PublicThe CityPulse framework provides immediate and intuitive visual access to the results of its intelligent processing and manipulation of data and events. The ability to record and store historical (cleaned and summarized) data for post-processing makes it possible to analyse the status of the city not only on the go but also at any point in time,…EventReportApp
Public- The Pickup planner aims to provide a travel service for users located around Stockholm. Users specify pickup location, destination, arrival time constraints and preferences in travel requests, from which the system devises a pickup path to be used by vehicle(s) in delivering users to their intended destinations.
Brasov-Bus-Route-Planner
PublicIn order to demonstrate how the CityPulse framework can be used to develop applications for smart cities and citizens, we have implemented a context-aware real time Travel Planner using the live data from the city of Brasov, Romania. This scenario aims to provide bus travel-planning solutions, which go beyond the state of the art solutions by al…Resource-Manager
PublicThe Resource Management component in the CityPulse framework is responsible for managing all Data Wrappers. During runtime an application developer or the CityPulse framework operator can deploy new Data Wrappers to include data from new data streams.- In order to demonstrate how the CityPulse framework can be used to develop applications for smart cities and citizens, we have implemented a context-aware real time Travel Planner using the live data from the city of Aarhus, Denmark. This scenario aims to provide travel-planning solutions, which go beyond the state of the art solutions by allowi…
- The Decision Support component utilises contextual information to provide optimal solutions of smart city applications. The Contextual Filtering component continuously identifies and filters critical events that might affect the optimal result of the decision making task.
- The Knowledge Acquisition Tool (KAT) is a software toolkit that implements the state-of-the-art machine learning and data analytic methods for sensors data. The algorithms and methods implemented in KAT are used for processing and analysing the smart city data in the CityPulse project.
Data-Quality-Explorer
PublicEvent-Testing
Public- The Automatic Complex Event Implementation System (ACEIS) is a middleware for complex event services. It is implemented to fulfill large-scale data analysis requirements in the CityPulse project and is responsible for event service discovery, composition, deployment, execution and adaptation. It is mainly used in the Data Federation and Technica…
Common-Libraries
PublicSocial-Media-Analyser
PublicThis is package includes a php subpackage for Twitter data collection via connection to streaming API, a python Annotation GUI for labelling the collected data and finally a Twitter analysis sub-package in python and java that are used in the CityPulse project.CityPulse-Wiki
PublicThis Repository is uses to host the CityPulse Development Wiki: https://github.com/CityPulse/CityPulse/wikiFault-Recovery
PublicIoT-Framework
Public- This project combines sources of data related to events and points of interest (PoIs) in the city of Stockholm, and generates a schedule to explore the PoIs that the users select. The schedule is created based on the opening times of each PoI as well as the user's budget, travel period, and type of transport.
SAOPY
PublicSAOPY is a sensor annotation library that embodies well-known ontologies in the domain of sensor networks that are used in the CityPulse project. It enables to prevent common syntax errors (e.g. undefined properties and classes, poorly formed namespaces, problematic prefixes, literal syntax) in RDF documents during the annotation process before …Data-Stream-Generator
Public