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A Smart Direction Guide that Provides Users with Additional Destination-dependent Information Angela Xian December 12, 2002 Objective

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A smart direction guide that provides users with additional destination dependent information l.jpg

A Smart Direction Guide that Provides Users with Additional Destination-dependent Information

Angela Xian

December 12, 2002


Objective l.jpg
Objective Destination-dependent Information

  • Based on the direction stored on mobile devices, predict users’ actions according to the destination (and purpose of the trip, if available), and thus provide users with additional meaningful information

  • The prediction uses common sense reasoning, where the common sense knowledge may be inputted by users


Major components l.jpg
Major Components Destination-dependent Information

User

Direction Selector

Direction file storage

direction

destination record input

Destination Extractor

destination

Learning Engine

Reasoning Engine

Output

Destination beans

Destination Record Storage


A sample direction l.jpg
A Sample Direction Destination-dependent Information

The file direction0.txt contains the following text:

From home to Galleria

Start from 70 Pacific St going North

Turn right at Sidney St

Turn left at Mass Ave

Get to Central Square T station

Take Red line Inbound to Park St

Change to Green line

Take Green line to Museum of Science

Turn right at Cambridge St

Go Straight for two blocks

Galleria is on your left


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Destination Bean Object Destination-dependent Information

1) PURPOSE - the purpose of the trip, such as shopping, party at friend’s house, etc.

2) DESTINATION NAME – the name of the destination, such as “Cambridgeside Galleria” or “Logan”

3) DESTINATION TYPE – what kind of place the user is going to, e.g. shopping mall or airport

4) RELATED INFORMATION – the additional information related to the destination and the purpose of the trip that may be useful to the user, such as web URLs of the businesses that the user is going to

5) LIKELIHOOD – the ratio (in the scale of 1 to 10) that indicates how likely the related information is relevant if only the destination name but not the purpose of the trip is available.


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Areas of Improvements Destination-dependent Information

  • Use a real database to store Destination Bean objects instead of using a sequential-access file (due to the unavailability of database software)

  • Add intelligence to the reasoning engine, such as updating the likelihood ratio

  • Add a learning engine that learns user-specific common sense from user’s input and behavior

  • Add more functionalities in the application such as creating a new direction file, allowing multiple sources for the additional information


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Slides from an Earlier Presentation Destination-dependent Information


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Existing Project: Providing Direction using Images and Speech Recognizer

  • Take pictures of landmarks along a route, at the same time, speak the instruction to the handheld

    e.g. image: picture of the sign “Kendall Square”;

    instruction: “Get off at the Kendall Square station.”

  • The handheld processes the speech input, associates the instruction with the picture

  • User can also manually input or correct the instructions

    A complete direction with image and text


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The Question is -- Speech Recognizer

How to make this software agent

smarter?


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One Possible Approach: Predict Users’ Actions according to the Destination

  • A direction is packaged with some extra information that users might find useful

  • The following rules can be add into Openmind:


User scenario i l.jpg
User Scenario I the Destination

  • Lisa goes to South Station to catch a train to NYC

  • She has the direction from her apartment to her friend’s place in NYC (through South Station and Grand Central) on her handheld

  • On her way to South Station, her handheld tells her that her train will be delayed for 20 minutes

  • She now has time to stop by a gift store on the way and get a little present for her friend


User scenario ii l.jpg
User Scenario II the Destination

  • Bob arrived in Logan at 8pm, with an empty stomach

  • Using the direction stored on his handheld, he heads to Hyatt

  • On his way, he checks the dinner menu in Hyatt (it comes with the direction)

  • He does not like what Hyatt provide, so he looks at menus of restaurants nearby

  • He picks the restaurant he likes and makes a reservation even before he arrives in the hotel


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