Timeline Quality

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Timeline Quality is a quality measure based on the orthogonal timeline quality criteria introduced by Althoff et al., 2015.



References

2015

1. Relevance: Display only the most “interesting” or “relevant” events in an entity’s history.
2. Temporal Diversity: Distribute events evenly along the temporal axis, to avoid visual crowding, and to allow easy interactionwith the depicted events.
3. Content Diversity: Display a diverse set of event types (e.g.,for an actor, do not only list the movies they have been in).
Consequently, we propose a principled solution to timeline generation according to these criteria based on submodular optimization, for which we both provide theoretical performance guarantees and show empirical evidence of significant improvement over baseline and state-of-the-art methods.