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Dr. Matthias Wauer | GeoLD 2015: 15. September 2015 UNISTER | Slide 1
Spatial Data Web Application in E-Commerce / Tourism
Content
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 2
1. Motivation
2.Spatial Data in E-Commerce / Tourism
3. Data Preparation and Use
4.Search Architecture
5. Results
Search Motives
● Culture● Mountains● Relaxing● Wellness● Water sports● Warm weather● ...
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 3
Motivation
Aggregated Hotel Database
Currently available search interfaces:
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 4
Motivation
Currently available search interfaces:
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 5
Motivation
What we need:
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 6
Motivation
Winter vacation in the mountains with culture Search
1. Preprocess search motives
2. Interpret search query
3. Perform search and return matching offers
Example: Culture motive
● nearby theatres, operas, art expos
● music festivals● museums
Sources in LOD we used:
● DBpedia● LinkedGeoData
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 7
Geospatial Data Sources
Example: LinkedGeoData theatres in Vienna, visualised using Facete
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 8
Motivation
Geospatial Motives: Generatedpolygons based on the densityof motive features
1. Extract pointsfrom sources
2. Apply Voronoitesselation
3. Intersect theVoronoi resultswith circles
4. Compute score:e.g., inverse ofpolygon surface
Example: Educational regionsin Germany
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 9
Data Preparation and Use
Geospatial Motives: Generatedpolygons based on the densityof motive features
1. Extract pointsfrom sources
2. Apply Voronoitesselation
3. Intersect theVoronoi resultswith circles
4. Compute score:e.g., inverse ofpolygon surface
Example: Educational regionsin Germany
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 10
Data Preparation and Use
Geospatial Motives: Generatedpolygons based on the densityof motive features
1. Extract pointsfrom sources
2. Apply Voronoitesselation
3. Intersect theVoronoi resultswith circles
4. Compute score:e.g., inverse ofpolygon surface
Example: Educational regionsin Germany
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 11
Data Preparation and Use
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 12
Data Preparation and Use: SEMANTICS Use Case
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 13
Data Preparation and Use: SEMANTICS Use Case
Polygons for Mountains geospatial motive
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 14
Data Preparation and Use: SEMANTICS Use Case
Polygons for Mountains geospatial motive
Polygons for Culture geospatial motive
Search Infrastructure Overview:
➔ Query Analysis
➔ Semantic Search inOntologySearchService
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 15
Search Infrastructure
Preprocessed data on hotels stored in bit sets:➔ see presentation tomorrow 16:30 for details on Virtuoso integration
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 16
Search Infrastructure
Demonstrator
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 17
Results
Demonstrator
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 18
Results
Analysis Scenario with mobile frontend (screen)
● Use Case: Selecting potential regions forbuilding a new hotel
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 19
Results
Dr. Matthias Wauer | GeoLD 2015 ''Spatial Data Web Application in E-Commerce / Tourism'' 15. September 2015 UNISTER | Slide 20
Contact
Dr. Matthias Wauer
Researcher and DeveloperUnister GmbHTel +49 341 [email protected]
GA no. 318159
