Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach

摘要: We describe ongoing research where the aim is to apply recent results from field of information fusion bibliometric analysis and retrieval. highlight importance `uncertainty' within argue that this concept crucial also for bibliometrics More specifically, we elaborate on three strategies related uncertainty: uncertainty management methods, explanation visualization uncertainty. exemplify our classical problem author name disambiguation show how can be modeled explained visualized using fusion. an seeker benefit tracing increases/decreases in reasoning process. present such changes through techniques, which are employed complexity involved process modeling managing analysis. Finally a further integration approaches area retrieval may new fruitful venues research.