Top Architect

Jan 19, 2021 · Big Data

Designing a Content Hotness Scoring Algorithm for Community Platforms

This article describes how a community’s big‑data team designed a content hotness algorithm by defining time, interaction, content, and user dimensions, assigning business meanings, applying weighted formulas and a Newton‑cooling decay function, and integrating user interest vectors to compute dynamic scores.