Augmented Analytics and Alibaba Mama's AutoInsight System: Concepts, Architecture, and Applications

The article explains Gartner’s augmented analytics paradigm—automating data preparation, insight discovery, and sharing via AI/ML—and details Alibaba Mama’s AutoInsight system, whose four‑layer architecture delivers automated anomaly detection, metric contribution analysis, personalized recommendations, and real‑time warnings, illustrated through advertising and mobile placement use cases, highlighting its potential to boost marketing efficiency and insight automation.

AIBusiness Intelligenceaugmented analytics

0 likes · 14 min read

Augmented Analytics and Alibaba Mama's AutoInsight System: Concepts, Architecture, and Applications

21CTO

Dec 21, 2020 · Big Data

5 Emerging Big Data Trends Shaping Business, Health, and Climate in 2021

This article outlines five key big‑data trends for 2021—including the rise of augmented analytics, the convergence of big data with blockchain, the growing importance of knowledge graphs, data‑driven health innovations, and climate‑focused analytics—highlighting their impact on organizations and future technological landscapes.

Big DataBlockchainKnowledge Graph

0 likes · 8 min read

5 Emerging Big Data Trends Shaping Business, Health, and Climate in 2021

JD Retail Technology

Oct 16, 2020 · Industry Insights

How JD’s PLUS Membership Used Data and Algorithms to Drive Growth

This article examines JD.com’s transition from traffic‑driven acquisition to a data‑centric, algorithm‑powered membership model, detailing the construction of a robust data foundation, multi‑level analysis methods, productized dashboards, and growth‑hacking experiments that boosted PLUS member retention and revenue.

Growth Hackingalgorithmaugmented analytics

0 likes · 24 min read

How JD’s PLUS Membership Used Data and Algorithms to Drive Growth

DataFunTalk

Jun 8, 2020 · Artificial Intelligence

Augmented Analytics: Concepts, Key Technologies, and Practical Applications

This article explains the concept of augmented analytics, compares it with traditional BI, outlines its impact on data preparation, analysis, and machine learning, and reviews the underlying technologies such as NLQ, NLG, AutoML, and data robots, supported by Gartner insights and industry examples.

AutoMLBusiness Intelligenceaugmented analytics

0 likes · 25 min read

Augmented Analytics: Concepts, Key Technologies, and Practical Applications