An Improved Apriori Algorithm Based on Goal Orientation and Double Pruning

• Published in: 2023 International Conference on Networks, Communications and Intelligent Computing (NCIC) pp. 226 - 230
• Main Authors: Deng, Shiyu, Li, Li, Xiong, YiChen, Zhang, Jian
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.11.2023
• Subjects: association rules; component; Computational efficiency; double pruning; Electricity; goal-oriented; one-to-one point relationships; Time complexity; Time-frequency analysis

Aiming at solving the problem of high time complexity of association rule mining among item-sets in Apriori algorithm and obtaining the set of goal-association relations of single-to-single point type, this paper improves the Apriori algorithm based on Goal Orientation and Double Pruning (GODP-Aprio...