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Social reader: towards browsing the social web
journal contribution
posted on 2014-01-01, 00:00 authored by B Adams, Quoc-Dinh Phung, Svetha VenkateshSvetha VenkateshWe describe Social Reader, a feed-reader-plus-social-network aggregator that mines comments from social media in order to display a user’s relational neighborhood as a navigable social network. Social Reader’s network visualization enhances mutual awareness of blogger communities, facilitates their exploration and growth with a fully dragn- drop interface, and provides novel ways to filter and summarize people, groups, blogs and comments. We discuss the architecture behind the reader, highlight tasks it adds to the workflow of a typical reader, and assess their cost. We also explore the potential of mood-based features in social media applications. Mood is particularly relevant to social media, reflecting the personal nature of the medium. We explore two prototype mood-based features: colour coding the mood of recent posts according to a valence/arousal map, and a mood-based abstract of recent activity using image media. A six week study of the software involving 20 users confirmed the usefulness of the novel visual display, via a quantitative analysis of use logs, and an exit survey.
History
Journal
Multimedia tools and applicationsVolume
69Issue
3Pagination
951 - 990Publisher
Springer Science & Business MediaLocation
Secaucus, NJISSN
1380-7501eISSN
1573-7721Language
engPublication classification
C1 Refereed article in a scholarly journalCopyright notice
2012, Springer Science+Business Media, LLCUsage metrics
Categories
Keywords
BlogMoodNetwork aggregationSocial mediaVisualizationScience & TechnologyTechnologyComputer Science, Information SystemsComputer Science, Software EngineeringComputer Science, Theory & MethodsEngineering, Electrical & ElectronicComputer ScienceEngineeringInformation SystemsArtificial Intelligence and Image ProcessingComputer SoftwareDistributed Computing