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Online DVD rental pioneer Netflix Inc. wants recommendations on how to improve its movie recommendation system, and is dangling a $1 million reward as an incentive.

The prize, offered in a contest beginning Monday, is part of Netflix's effort to sharpen its competitive edge as it continues a bitter duel with Blockbuster Inc. and prepares for an anticipated onslaught of services that make it easier to download movies onto computer hard drives.