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Constrained connection is the phenomenon that a reviewer can only review asubset of products/services due to narrow range of interests or limitedattention capacity. In this work, we study how constrained connections canaffect estimation performance in online review systems (ORS). We find thatreviewers' constrained connections will cause poor estimation performance, bothfrom the measurements of estimation accuracy and Bayesian Cramer Rao lowerbound.

On Analyzing Estimation Errors due to Constrained Connections in Online Review Systems