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Multimedia information systems have emerged as an essential component of many application domains ranging from library information systems to entertainment technology. However, most implementations of these systems cannot support the continuous display of multimedia objects and suffer from frequent disruptions and delays termed <italic>hiccups</italic>.(More)
During the past decade, information technology has evolved to where it is economically viable to store and retrieve continuous media data types, e.g., audio and video objects. Systems that support this data type are expected to play a major role in many applications including library information systems, entertainment technology, and educational(More)
Emerging recommender systems often adopt collaborative filtering techniques to improve the recommending accuracy. Existing collaborative filtering techniques are implemented with either alternating least square algorithm or gradient descent (GD) algorithm. However, both of the two algorithms are not scalable because ALS suffers from high computation(More)
Multimedia information systems have emerged as an essential component of many application domains ranging from library information systems to entertainment technology A challenging task when implementing these systems is to support a continuous display of multimedia objects The challenging is due to the low I O bandwidth of the current disk technology the(More)
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