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Momentary Assessment System for Mobile Devices

Graduate Thesis Presentation. Momentary Assessment System for Mobile Devices. Supreeth Shanthakumar Department of Computer Science August 16 th 2011. Presentation Agenda. What is the need for Momentary Assessment ? Who can benefit ? Solution Proposed by this project

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Momentary Assessment System for Mobile Devices

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  1. Graduate Thesis Presentation Momentary Assessment System for Mobile Devices Supreeth ShanthakumarDepartment of Computer Science August 16th 2011

  2. Presentation Agenda • What is the need for Momentary Assessment ? • Who can benefit ? • Solution Proposed by this project • Location Based Services (LBS) • Why PUSH data? • System Architecture & design • Applications • Live Demonstration • Conclusions • Q&A

  3. What is the need for Momentary Assessment? • Paper and pencil self Monitoring (PM) technique – common technique for gathering data. – Participants entered data on cards or books. Drawbacks: • Possibility of faked data. • Lack of quality control. • Forgetful nature of people. • Ecological Momentary Assessment (EMA) technique – more sophisticated alternative to PM. Participants interacted with handheld devices to initiate entries on occurrence of an event or target behavior. Advantages: • Data collected in real time. • Data tagged with date and time – prevents fake data • Provides control of data and quality.

  4. Who can benefit ? • Businesses need customer feedback. • Need to analyze data in order to assess the market. • Accuracy of data – Highest priority. • Organizations/Institutions need better tangible data to provide accurate solutions. • The more accurate the data the better the solution. • News corporations require multimedia rich information to attract consumers. • Business owners need better tool to assess employee efficiency. • Identify areas which need improvement

  5. Solution proposed by this project • System to help gather sensitive user data based on two factors. • Location based • Need based • Steps involved: • Have mobile users register to the service. • Tag surveys to locations. • Trigger data collection when user enters these locations. • Provide rich, intuitive interface to analyze uploaded data. • Ability to PUSH surveys onto devices, triggered by an event – on demand

  6. Location Based Services (LBS) • LBS – Services which take advantage of mobile user’s geographical location. • Location sensitive devices expand the horizon of services delivered to customers. • Typical Real-Time Location Systems (RTLS) grouped based on how each determine the position. • Cell of origin (nearest cell) • Distance (lateration) • Angle (angulation) • Location Patterning (pattern recognition) • Applications: • Location Based Advertising • Location Based Alert systems

  7. Why PUSH data? • Modern services don’t restrict data on device. Provide data persistence in the cloud. • Fundamental challenge – How to keep data fresh? Polling • Simple to implement. • Device periodically asks data. • Radio draws power, stays on. • Appropriate for content that changes constantly. • Stock quotes, news headlines … • Trade off between freshness and efficiency – Poll frequently, more fresh but less efficiency. • Hence Push, don’t Poll. Pushing • Can be tricky to implement. • Freshness with less impact on battery. • Use network only when needed. • Constant overhead of persistent connection • Google Contacts, Calendar, Gmail, Voice use push sync. • Android Cloud to Device Messaging (C2DM) makes PUSH easy.

  8. System Architecture

  9. Open Data Kit (ODK) • System built on top of Open Data Kit. • Open-source suite of tools to facilitate organizations to manage mobile data collection solutions. • ODK core developers: • University of Washington, Dept of Computer Science & Engineering • Began as google.org sponsored sabbatical project, April 2008. • Funded by Google Focused Research Award and supported by growing community of developers. • ODK are members of OpenRosa consortium • Goal to foster open-source, standards based tools for mobile data collection, aggregation, analysis and reporting. • Solution conforms to standard based on XForms specification. • Official W3C standard for next-generation data collection and interchange.

  10. Android Cloud to Device Messaging (C2DM) • Simple Google API • Requires Android 2.2 devices with Market. • From Google Labs – Beta • Built on top of Google Infrastructure. • Allows servers to send lightweight “data” messages to applications. • Tell application – new data is available. • Intent Broadcast wakes up the application.

  11. Registration Module • Responsible for registering the device with C2DM and the momentary assessment system.

  12. Form Builder Module

  13. Sample XForms Definition <?xml version="1.0"?> <h:html xmlns="http://www.w3.org/2002/xforms" xmlns:h="http://www.w3.org/1999/xhtml" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:jr="http://openrosa.org/javarosa"> <h:head> <h:title>Example Survey Form</h:title> <model> <instance> <model id="exampleSurveyForm" > <stringInputType/> </model> </instance> <bind nodeset="/model/stringInputType" required="true()" type="string"/> </model> </h:head> <h:body> <input ref="stringInputType"> <label>Prompt user to enter a string type</label> </input> </h:body> </h:html> • XML format for the specification of a data processing model for XML data and user interface(s) for the XML data, such as web forms. • Designed to be the next generation of HTML / XHTML forms

  14. Question Types • Currently supported by Momentary Assessment System’s data collection forms: • String Type • Single Select Type • Multi Select Type • Integer Type • GeoLocation Type • Image Type • Audio Type • Video Type • Ability to tag media to questions – Image, Video tagging. • Combination of question types and media tagging.

  15. Location Builder Module • Rich interface to create and/or edit locations on the system. • Uses Google Maps • Includes all available features – Map types, Zoom, Panning. • Ability to define alert radius around desired location. • Defines the radius within which the mobile users presence is detected, triggering the data collection process. • Changes are instantly communicated to all the registered devices. • Data Change Notification Module syncs data. • Uses Android C2DM

  16. Data Change Notification Module • Purpose to ensure freshness of data on mobile devices. • Uses Google App Engine Task API • Execute background tasks outside of a user’s request. • Sends C2DM messages to notify change to connected devices. • Sample C2DM message <c2dm action="formFetch" actionID="exampleSurveyForm" actionName="Example Survey Form" requestTimestamp="1307261108630"/> • Types of Action: • formFetch • locationUpdate • locationAdd • locationDelete

  17. Location Service Module • Responsible for listening to any notification sent from the server. • Service is started when it receives a C2DM message. • Types of C2DM message: • Notifiable Message - Messages which require UI or foreground notification, forces user intervention. Example: When a form is pushed to connected device(s). • Service Message- Messages which does not require user intervention.Example: Changes made using Location Builder Module. • Ensures that data on the device is in sync with that on server.

  18. Location Alert Module • Responsible for setting location alerts on mobile devices.

  19. Location Alert Module (continued) • Location alerts are set using the Google Android built-in proximity alert API. • Setting Location Alerts addProximityAlert (double latitude, double longitude, float radius, long expiration, PendingIntent intent) • Provided PendingIntent is used to create an Intent to be fired. • Deleting Location Alerts removeProximityAlert (PendingIntent intent) • BroadcastReceiver listens to these proximity alerts.

  20. Submission Viewer Module • Responsible for providing a rich, intuitive interface to view & analyze the data submitted by the mobile users. • Categorizes submission data based on question types and renders appropriate visual representation. • Supports multiple representations • String Representation • Graphical Representation • Map Representation • Image Viewer Representation • Media Player Representation

  21. UnRegistration Module • Responsible for unregistering the mobile device from the momentary assessment system.

  22. Applications • Used as an analytical tool for businesses to assess the effectiveness of their employee’s customer service. Scenario #1 • Restaurant owner wants to assess how well his employees are working, even in his absence. He wants to know who is his best waiter or worst. • Creates a survey form and tags it to his restaurant containing questions like • What were the items ordered? • What was the name of the person who served you? • How much would you rate his customer service? • How often do you eat here? • Would you recommend this restaurant to your friends? • Views and analyzes the data submitted by the customers and then identify the best and the worst reviewed waiter.

  23. Applications (continued) • Services which have user generated reviews of local businesses/stores/places are in great demand – Yelp. • Drawbacks: • Lack of accuracy • Lack of restriction • Lack of user anonymity Scenario #2 • Can be used as a data collection tool to build a web 2.0 site showing reviews of local businesses. • Create surveys with questions like below and tag to businesses • Rate customer service • How pricey is the place? • Rate your satisfaction level • Please upload a picture of the place • Would you recommend this place to your friends? • Build a complex reputation system using this crowd-sourced data.

  24. Applications (continued) • System can be used to gather media or information during an emergency – on demand. • Post this live data onto a web-stream. Scenario #3 • Increase in number of earthquakes in San Diego. To assess the severity of the quakes and caused destruction, collect real time data from mobile users in the area. • Create surveys with questions like below and tag to San Diego counties • Can you please share you approximate current location? • Did the earthquake have disastrous effect in your locality? • Can you share a photo? • How much on the Richter’s scale do you think it measured? • Do you have a story to tell? If so please do.

  25. Momentary Assessment System for Mobile Devices Live Demonstration http://momentaryassessment.appspot.com

  26. Conclusion • Goal of this thesis project was to introduce a new concept of gathering contextual data from mobile users. • It addressed drawbacks of few existing systems and proposed a new solution. • Explicated the use of mobile devices to analyze data in real-time. • Android application was tested using devices with Android 2.2 (Froyo) and above.

  27. Momentary Assessment System for Mobile Devices Q&A Session

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