multi-modality

DataFunSummit

Jan 25, 2023 · Artificial Intelligence

Expert Insights on Recommendation System Architecture, Data, Features, Recall, Ranking and Evaluation

This interview compiles expert opinions on the end‑to‑end recommendation system pipeline—including architecture, data collection, user profiling, content structuring, feature engineering, recall strategies, ranking algorithms, multi‑objective optimization, multi‑modal fusion, re‑ranking, cold‑start solutions, evaluation metrics and real‑world applications—highlighting the technical challenges and practical solutions.