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e-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems, Jožef Stefan Institute

E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

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Page 1: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

e-Turist: Intelligent electronic tourist guide

Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski

Department of Intelligent Systems,Jožef Stefan Institute

Page 4: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,
Page 5: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Location

Page 6: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Location

Purpose of the visit

Page 7: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Location

Purpose of the visit

Start of the visit

Duration of the visit

Page 8: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Location

Purpose of the visit

Start of the visit

Duration of the visit

Mode of transport

Page 9: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Location

Purpose of the visit

Start of the visit

Duration of the visit

Mode of transport

Plan a meal

Page 10: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Personalized itinerary

Page 11: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Personalized itinerary

Can be edited

Page 12: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Personalized itinerary

Can be edited

Sights marked on a map

Page 13: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Read and listen to descriptions of sights

Page 14: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Read and listen to descriptions of sights

Rate and comment

Page 16: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Itinerary planning service

Database

Itineraryservice

TTSservice

Administration interface

iOS Android

WinPhone

BlackBerry

HTML5

Clients / end-users

Editors

e-Turist software-as-a-service

Page 17: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Itinerary planning service

• Select sights interesting for John– Expert recommendations: matching between a

sight and John‘s profile + expert rating– Collaborative filtering: recommend sights rated

highly by users with tastes similar to John‘s

Page 18: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Itinerary planning service

• Select sights interesting for John– Expert recommendations: matching between a

sight and John‘s profile + expert rating– Collaborative filtering: recommend sights rated

highly by users with tastes similar to John‘s• Include the best sights in the itinerary

(knapsack problem) in an appropriate order (travelling salesman problem)

Page 19: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Clients

Database

Itineraryservice

TTSservice

Administration interface

iOS Android

WinPhone

BlackBerry

HTML5

Clients / end-users

Editors

e-Turist software-as-a-service

Page 20: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Clients

Page 21: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interface

Database

Itineraryservice

TTSservice

Administration interface

iOS Android

WinPhone

BlackBerry

HTML5

Clients / end-users

Editors

e-Turist software-as-a-service

Page 22: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interfaceMain information:• Name• Type• Location• Description• Opening hours…

Page 23: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interfaceMain information:• Name• Type• Location• Description• Opening hours…

Display on clients

Page 24: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interfaceMain information:• Name• Type• Location• Description• Opening hours…

Display on clients

Profile matching

Page 25: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interface

Visitors‘ ratings

Page 26: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Administration interface

Visitors‘ ratings and comments

Page 27: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Conclusion

• Comprehensive electronic tourist guide:– Intelligent itinerary planning service– Web and mobile clients for five platforms– Administration interface– Tourist content for two regions – 216 sights

Page 28: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

Conclusion

• Comprehensive electronic tourist guide:– Intelligent itinerary planning service– Web and mobile clients for five platforms– Administration interface– Tourist content for two regions – 216 sights

• The main advantage are personalized itinereries – few competitors offer this

Page 29: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

The future is modular

If tourist content providers are interested:• Connect the itinerary planning service to third-

party tourist content

Page 30: E-Turist: Intelligent electronic tourist guide Mitja Luštrek, Boštjan Kaluža, Božidara Cvetković, Hristijan Gjoreski Department of Intelligent Systems,

The future is modular

If tourist content providers are interested:• Connect the itinerary planning service to third-

party tourist content• Connect the

itinerary planning service to third-party clients (e.g.,existing websites)