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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.
- 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.
- Interzone use case - based on revision 573 (2011-09-26)
Development
- Browse source
- SVN repository is available at https://skipforward.opendfki.de/repos/trunk/
- Ideas collection
- Developer documentation
Contact
Publications
- Malte Kiesel, Sven Schwarz. Skipforward---a lightweight ontology-based peer-to-peer recommendation system. ISWC 2008 Demonstration. CEUR-WS Volume 401. Poster.