product evaluation

DataFunSummit

Sep 5, 2021 · Artificial Intelligence

Causal Inference and Experiment Design in Kuaishou Live Streaming: Methods and Case Studies

This article explains how Kuaishou applies causal inference frameworks, such as Rubin's potential outcomes and Pearl's causal graphs, together with machine‑learning techniques like double‑machine learning, causal forests, and meta‑learners to evaluate product features, recommendation strategies, and user behavior under complex network effects in live streaming.

A/B testingKuaishouMachine Learning

0 likes · 14 min read

Causal Inference and Experiment Design in Kuaishou Live Streaming: Methods and Case Studies

Baidu Intelligent Testing

Jun 29, 2018 · Product Management

Baidu Product Evaluation Framework and Common Assessment Methods

This article outlines Baidu's comprehensive product evaluation framework, describing its multi‑layer assessment system, the combination of subjective and objective metrics, and a suite of common evaluation methods such as indicator analysis, AB testing, user feedback, behavior analysis, big‑data profiling, and competitor comparison.

AB testingQAbig data

0 likes · 16 min read

Baidu Product Evaluation Framework and Common Assessment Methods

Baidu Intelligent Testing

Feb 19, 2016 · Product Management

Resource Evaluation Model: Defining Metrics, Data Collection Methods, and Quantification

This article explains how to build a resource evaluation model by defining assessment dimensions, selecting metrics for attracting and retaining users, choosing objective and subjective data collection methods, and quantifying each indicator with thresholds and scoring rules, using an O2O food‑delivery example.

Quantitative ScoringResource Qualitydata collection

0 likes · 7 min read

Resource Evaluation Model: Defining Metrics, Data Collection Methods, and Quantification

Baidu Intelligent Testing

Feb 3, 2016 · Product Management

Product Quality Competitiveness Model: Evaluation Framework and Metrics

The article introduces a product quality competitiveness model that assesses market feedback and product quality across four dimensions—resource, basic, experience, and operation quality—detailing evaluation criteria, weighting methods, quantification techniques, and visual result presentation formats for comprehensive product assessment.

competitiveness modelmarket feedbackproduct evaluation

0 likes · 7 min read

Product Quality Competitiveness Model: Evaluation Framework and Metrics