Model Driven Development of Social Media Environmental Monitoring Applications
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The document discusses a model-driven approach for developing social media environmental monitoring applications, focusing on utilizing user-generated content for environmental analysis. It highlights the use of the IFML standard to streamline interaction and data integration from various sources, including sensors and social media platforms. Future work includes refining component definitions and enhancing integration with existing tools.
Model Driven Development of Social Media Environmental Monitoring Applications
- 1. Model Driven Development of Social Media Environmental Monitoring Applications Marco Brambilla, Andrea Mauri, Eric Umuhoza
- 2. Introduction • Social media content analysis being used in very different scenarios – Moreover user generated content has been successfully used for environmental monitoring • Issues: – understanding the specific API of each platform; – data integration;
- 3. Proposed Solution • Define a model-driven approach for the development of social media environment monitoring applications – Extension of the Interaction Flow Modeling (IFML) standard
- 4. Model Driven Development • Model-driven development is a development paradigm that uses models as the primary artifact of the development process – Allows abstraction from specific implementation – Improves portability of software to new and changing technologies – Improves interoperability between different platforms – Enables automatic code generation
- 5. IFML An OMG standard designed for expressing: • Content visualized in the user interfaces • User events and interaction, and • Control behavior of the front-end of SW applications
- 6. IFML by Example View Container Parameter Binding Event View Component Action Navigation Flow
- 7. Requirements • Different type of data sources: – Ad hoc sensors – User devices Furthermore people usually use smartphones to share their activities on social media https://xkcd.com/723/
- 8. Requirements In particular, our aim is to cover two types of applications: • Sensor applications: applications that use smartphone to gather information regarding the environment and interact with the social networks. • Analysis applications: applications that gather information from different sources and allow the user to perform complex analysis.
- 9. IFML Extensions • Social Components • IOT Interaction Components • Complex Visualization Components
- 10. Social Media Environment Monitoring with IFML Social Components Encapsulate the logic of the interaction with the social platforms Facebook Action TwitterAction CreatePost SearchTweet
- 11. Social Media Environment Monitoring with IFML IOT Interaction Components Easy interaction with existing sensors IOTContext Variable Allows the capturing of the readings of the corresponding sensor.
- 12. Social Media Environment Monitoring with IFML IOT Interaction Components(2) Easy interaction with existing sensors IOTEvent • allows the modeling of the environmental sensors events • It triggers when the iot sensor starts the communication
- 13. Social Media Environment Monitoring with IFML Complex Visualization Components Components that allows the creation of rich visualization elemements RichVew Compoment Map Component Chart Component
- 14. Future Works • More detailed components definition • Study design patterns • Integration with existing tools – Webratio
- 15. Thank you for the attention Any question? andrea.mauri@polimi.it