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A system for web widget discovery using semantic distance between user intent and social tags
- Source :
- Scopus-Elsevier, SocInfo '12 : The 4th International Conference on Social Informatics, SocInfo '12 : The 4th International Conference on Social Informatics, Dec 2012, Lausanne, Switzerland. pp.1-14, ⟨10.1007/978-3-642-35386-4_1⟩, Lecture Notes in Computer Science ISBN: 9783642353857, SocInfo
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Abstract
- International audience; Social interaction leverages collective intelligence through user-generated content, social networking, and social annotation. Users are enabled to enrich knowledge representation by rating, commenting, and tagging. The existing systems for service discovery make use of semantic relation among social tags, but ignore the relation between a user information need for services and tags. This paper first provides an overview of how social tagging is applied to discover contents/services. An enhanced web widget discovery model that aims to discover services mostly relevant to users is then proposed. The model includes an algorithm that quantifies the accurate relation between user intent for a service and the tags of a widget, as well as three different widget discovery schemes. Using the online service of Widgetbox.com, we experimentally demonstrate the accuracy and efficiency of our system.
- Subjects :
- User information
Service (systems architecture)
Information retrieval
Service discovery
Knowledge representation and reasoning
Computer science
Content discovery
[INFO.INFO-WB]Computer Science [cs]/Web
Collective intelligence
02 engineering and technology
Web widget
Widget
World Wide Web
Algorithm
Semantic similarity
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Folksonomy
Social tagging
Subjects
Details
- ISBN :
- 978-3-642-35385-7
- ISBNs :
- 9783642353857
- Database :
- OpenAIRE
- Journal :
- Scopus-Elsevier, SocInfo '12 : The 4th International Conference on Social Informatics, SocInfo '12 : The 4th International Conference on Social Informatics, Dec 2012, Lausanne, Switzerland. pp.1-14, ⟨10.1007/978-3-642-35386-4_1⟩, Lecture Notes in Computer Science ISBN: 9783642353857, SocInfo
- Accession number :
- edsair.doi.dedup.....de7e8cb26beb5fb4433d800aaa20c2f9
- Full Text :
- https://doi.org/10.1007/978-3-642-35386-4_1⟩