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Research on Commodity Mixed Recommendation Algorithm

 und   
14. Okt. 2020

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COVER HERUNTERLADEN

Figure 1.

Hierarchical model diagram
Hierarchical model diagram

Figure 2.

Schematic diagram of algorithm fusion process
Schematic diagram of algorithm fusion process

Figure 3.

The relationship between decision tree and result in random forest model
The relationship between decision tree and result in random forest model

Figure 4.

The relationship between the number of features and the results in the random forest model
The relationship between the number of features and the results in the random forest model

Figure 5.

The relationship between the recommended number of collaborative filtering algorithms and the result
The relationship between the recommended number of collaborative filtering algorithms and the result

Figure 6.

Time comparison chart
Time comparison chart

RI VALUE TABLE

n1234567891011
RI000.580.901.121.241.321.411.451.491.51

EXPERIMENTAL RESULTS OF FUSION ALGORITHM

AccuracyRecall rateF measure
7.337.427.35

RANDOM FOREST MODEL FINAL EXPERIMENTAL RESULTS

AccuracyRecall rateF measure
7.197.217.20

USER BEHAVIOR WEIGHT

Interaction typeweight
Click0.08
Collection0.12
Add to cart0.30
Buy0.50
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