Technical realization and application value of AI recommendation engine
EasyKol'sMulti-dimensional matching algorithmNetflix similarity calculation based on the following core data:
- Content Feature Vector: Analyzing keywords and emotional tendencies in headlines and copy via NLP
- Visual style fingerprints: Computer vision analysis of video thumbnails/images
- Fan Interaction Mode: Includes comment sentiment values, typical interaction time periods, etc.
- Business cooperation gene: Historical co-branding type and frequency analysis
When the user clicks on the'Find Similar'When the button is pressed, the systemWithin 3-5 secondscome (or go) back6-8 Matching NetflixThe list of recommendations that each result contains:
- Similarity score (0-100)
- Point-of-difference cues (e.g., fan age-class bias ± 51 TP3T)
- Business cooperation heat index
This function is particularly suitable forRapid establishment of alternative poolsIn the event that the main selection of webcam slots conflict or the offer is too high, an alternative program can be initiated immediately.
This answer comes from the articleEasyKol: A marketing tool for finding web celebrities (KOLs) and getting their mailboxesThe
