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Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation.
Fengqi Liang
Baigong Zheng
Liqin Zhao
Guorui Zhou
Qian Wang
Yanan Niu
Published in:
CoRR (2024)
Keyphrases
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sliding window
data streams
window size
streaming data
live streaming
fixed size
stream data
space efficient
limited memory
continuous queries
sensor networks
closed frequent itemsets
data sets
concept drift
sensor data
collaborative filtering
exponential decay
high speed data streams
recommender systems