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Taobao Live

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DataFunSummit
DataFunSummit
Jul 21, 2023 · Operations

User Growth Practices and Data Strategy for Taobao Live App (DianTao)

This article presents a comprehensive overview of Taobao Live's (DianTao) user growth practice, detailing business background, industry challenges, data‑driven acquisition and retention strategies, lifecycle segmentation, and concrete capability designs to boost acquisition, activation, and recall in a competitive e‑commerce live‑streaming market.

AcquisitionTaobao Livedata strategy
0 likes · 20 min read
User Growth Practices and Data Strategy for Taobao Live App (DianTao)
DaTaobao Tech
DaTaobao Tech
May 26, 2025 · Mobile Development

Optimizing Taobao Live Streaming Components: Scheduling, Reuse, and Governance

This article details three major optimization directions—component scheduling, component reuse, and component governance—applied to Taobao live streaming, explaining the technical redesign, task scheduler implementation, RecyclerView view‑holder reuse, performance gains, and future improvement plans.

AndroidComponent OptimizationScheduling
0 likes · 11 min read
Optimizing Taobao Live Streaming Components: Scheduling, Reuse, and Governance
DataFunTalk
DataFunTalk
Jul 17, 2023 · Big Data

User Growth Practices and Data Strategy for Taobao Live App (DianTao)

The article presents a comprehensive case study of Taobao Live’s DianTao app, detailing business background, industry challenges, and a multi‑stage user growth framework that includes data‑driven strategies, lifecycle data systems, and specific capabilities for acquisition, retention, activation, and recall.

AcquisitionTaobao Liveactivation
0 likes · 19 min read
User Growth Practices and Data Strategy for Taobao Live App (DianTao)
DataFunTalk
DataFunTalk
Sep 4, 2021 · Artificial Intelligence

Real‑time Positive/Negative Feedback Sequence Modeling and Multi‑objective Optimization for Taobao Live Ranking

This article presents a practical study on modeling real‑time positive and negative feedback sequences and applying multi‑objective optimization in the re‑ranking stage of Taobao Live, detailing system architecture, feature engineering, loss design, experimental results, and future research directions.

Taobao Livee-commercefeedback modeling
0 likes · 12 min read
Real‑time Positive/Negative Feedback Sequence Modeling and Multi‑objective Optimization for Taobao Live Ranking
DataFunTalk
DataFunTalk
Mar 17, 2021 · Artificial Intelligence

Deep Ranking Model Evolution and Applications in Taobao Live: DBMTL, DMR, and RUI Ranking

This article presents a comprehensive overview of Taobao Live's deep ranking system evolution, detailing the DBMTL multi‑task learning framework, the two‑tower DMR matching‑ranking architecture, and the RUI Ranking refer‑item model, together with their offline formulas, online deployment scenarios, and measured performance gains across click‑through, watch‑time, and conversion metrics.

AIDeep LearningTaobao Live
0 likes · 27 min read
Deep Ranking Model Evolution and Applications in Taobao Live: DBMTL, DMR, and RUI Ranking