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About Skipforward

Skipforward is a distributed recommendation system using a lightweight ontology approach for formalizing opinions about item features. Items can be things such as songs or board games; example item features are the genre of a song or the degree of chance in a board game. Every user of the system is free to add new items and statements about existing items to the system. Naturally, opinions may differ between users---the system even encourages people to express dissent by supporting negation for item features. Skipforward allows discussions for any item feature as well as displaying these discussions in a way similar to web forums.

Skipforward uses the GNU Affero General Public License version 3.

Features

  • supports ontology-based subjective personalized annotations using the Skipinions ontology
  • implements personalized views using weighted aggregation of multiple statements concerning one item and feature type
    • competence metric works per feature type and is based on modified Pearson correlation
  • recommender functionality for...
    • similar items (based on their annotations)
    • items matching a predefined annotation profile
    • item annotations (recommending feature types highly relevant for the item recommender but not yet present for the current item)
    • experts (users with high correlation concerning one feature type)
  • explanations available for recommendations
  • personalized RSS newsfeeds
  • all information available as Linked Open Data, too
  • distributed design based on full replication using XMPP
  • integrated with DBTropes

Starting Points

  • Demo installation - "Login as demo user" logs you in read-only.
    • GettingStarted - how to log in and set up the system using an own XMPP account.
  • DBTropes demo installation - featuring all of the DBTropes data. Details.
    • This is single-user, read-only, some features have been disabled due to the large amount of data, and XMPP connectivity has been disabled.
  • Screencasts
    • Interzone use case - based on revision 573 (2011-09-26)
      • This illustrates short story annotation and search.
    • (Old) screencast - based on revision 224 (2008-10-26).
      • Features not demonstrated here: Trust network and opinion/user similarity metrics, alternative user interface, RSS feeds, improved search.

Development

Contact

Publications

Last modified 10 months ago Last modified on 06/19/13 15:31:14