Scenemash: multimodal route summarization for city exploration
conference paper
The potential of mining tourist information from social multimedia data gives rise to new applications offering much richer impressions of the city. In this paper we propose Scenemash, a system that generates multimodal summaries of multiple alternative routes between locations in a city. To get insight into the geographic areas on the route, we collect a dataset of community-contributed images and their associated annotations from Foursquare and Flickr. We identify images and terms representative of a geographic area by jointly analysing distributions of a large number of semantic concepts detected in the visual content and latent topics extracted from associated text. Scenemash prototype is implemented as an Android app for smartphones and smartwatches.
Topics
TNO Identifier
534871
ISSN
03029743
ISBN
9783319306704
Publisher
Springer Verlag
Source title
38th European Conference on Information Retrieval Research, ECIR 2016, 20-23 March 2016, Padua, Italy
Editor(s)
Moens, M.F.
Ferro, N.
Silvello, G.
Nunzio, G.M. di
Hauff, C.
Crestani, F.
Mothe, J.
Silvestri, F.
Ferro, N.
Silvello, G.
Nunzio, G.M. di
Hauff, C.
Crestani, F.
Mothe, J.
Silvestri, F.
Collation
4 p.
Pages
833-836
Files
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