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[19] מערכות המלצה בטאבולה עם דנה קנר episode artwork

EPISODE · Jul 5, 2022 · 35 MIN

[19] מערכות המלצה בטאבולה עם דנה קנר

from ExplAInable · host Tamir Nave, Mike Erlihson, Uri Goren, Hila Paz Herszfang

כמשתמשים אנחנו נחפשים למערכות המלצה כל הזמן, בין אם זה בסופר בקניות או בגלילת סרטים בנטפליקס.בפרק זה נדבר עם דנה, על איך טאבולה, ענקית ההמלצות העולמית ממליצה לנו על כתבות דומות כשאנחנו גולשים באינטרנט.נדבר על המלצות מבוססות תוכן בלבדcontent filteringהמלצות מבוססות אינטראקציות בלבד, בהשראת פרס נטפליקס 2009collaborative filteringונדבר על מימושים כגון וריאציות עלmatrix factorizationוfactorization machinesכדי לשלב גם תכנים וגם התנהגות משתמשים להמלצה אחת.כמו כן נדבר על איך טאבולה עושיםTransfer learningכשיש טראפיק מועט, או כשיש תלות גדולה בין אתרים.

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[19] מערכות המלצה בטאבולה עם דנה קנר

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