Nostradamus - Recommendation Service

Recommendation Service Created at Movinga

Transcript

1. NOSTRADAMUS NO PARTNER-MOVE RECOMMENDATION SERVICE
2. CONCEPT
3. MOVE DISTANCE ORIGIN DESTINATION PRICE VOLUME DATE FLEXIBILITY FLOOR SERVICES EXTRAS MARGIN SOURCE
4. MOVE DISTANCE ORIGIN DESTINATION PRICE VOLUME DATE FLEXIBILITY FLOOR SERVICES EXTRAS MARGIN SOURCE
5. MOVE DISTANCE ORIGIN DESTINATION PRICE VOLUME DATE FLEXIBILITY FLOOR SERVICES EXTRAS MARGIN SOURCE
6. PARTNER A PARTNER B
7. VOLIUME IN M³ 12,5 25 37,5 50 DISTANCE IN KM 75 150 225 300
8. VOLIUME IN M³ 12,5 25 37,5 50 DISTANCE IN KM 75 150 225 300
9. VOLIUME IN M³ 12,5 25 37,5 50 DISTANCE IN KM 75 150 225 300 LVLD HVHD
12. IMPLEMENTATION
13. Training Set Predicting Set CORE
14. Training Set Learning Algorithm Pickle File
15. Prediction Algorithm Predicting Set Pickle File A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 …
16. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
17. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
18. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
19. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
20. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
21. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … Result matrix
22. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … { "predictions": [ { "move_id": A123, "partner_id": P1, "score": 0.03691877217895654 }, { "move_id": A123, "partner_id": P2, "score": 0.38432839226260857 } } Result matrix Result matrix serialised
23. A123 BJ12 … P1 0.03 0.42 P2 0.38 0.23 P3 0.29 0.05 … { "predictions": [ { "move_id": A123, "partner_id": P1, "score": 0.03691877217895654 }, { "move_id": A123, "partner_id": P2, "score": 0.38432839226260857 } }
24. NOSTRADAMUS API
25. NOSTRADAMUS API
26. QUALITY
28. RESULTS
29. MOVE SUGGESTION
30. MOVE SUGGESTION Recommended Recommended Recommended
31. PARTNER SUGGESTION
33. TEAM
34. THANKS
35. NOSTRADAMUS NO PARTNER-MOVE RECOMMENDATION SERVICE