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knowledge base

221 articles · Page 3 of 3
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Aug 1, 2022 · Industry Insights

How AI‑Powered Virtual Live Streaming Cuts Costs and Boosts E‑Commerce Engagement

This article examines the technical challenges of traditional e‑commerce live streaming, presents a 24‑hour AI‑driven virtual live‑broadcast system built by Yanxuan and NetEase Fuxi, and details its architecture, virtual‑human generation, automated content creation, intelligent interaction, and future expansion plans.

AIcontent generatione-commerce
0 likes · 23 min read
How AI‑Powered Virtual Live Streaming Cuts Costs and Boosts E‑Commerce Engagement
Yuewen Technology
Yuewen Technology
Oct 29, 2021 · Backend Development

How Precise Server‑Side Testing Transforms QA: Theory and Real‑World Results

This article examines the shortcomings of traditional regression testing, introduces a precise testing framework that combines black‑box and white‑box techniques, outlines its core principles, evolution steps, and measurement methods, and shares practical outcomes and future directions for server‑side quality assurance.

Backend testingcode coverageknowledge base
0 likes · 9 min read
How Precise Server‑Side Testing Transforms QA: Theory and Real‑World Results
macrozheng
macrozheng
Sep 23, 2021 · Fundamentals

Build Open‑Source Project Docs Instantly with Yuque

This guide walks you through using Yuque, a cloud‑based knowledge base, to quickly create, customize, and publish open‑source project documentation without coding or server setup, covering core concepts, step‑by‑step building, public access configuration, and optional homepage customization.

Yuqueknowledge baseopen-source
0 likes · 9 min read
Build Open‑Source Project Docs Instantly with Yuque
Efficient Ops
Efficient Ops
Jul 13, 2021 · Operations

How Business Continuity Management Drives Reliable Operations in the Cloud Era

This article summarizes a conference presentation on business continuity management, covering its definition, pandemic‑driven opportunities, core concepts, best‑practice framework, monitoring, change control, knowledge‑base integration, and real‑world case studies, emphasizing its critical role for modern cloud‑based operations.

business continuitychange controlknowledge base
0 likes · 17 min read
How Business Continuity Management Drives Reliable Operations in the Cloud Era
AntTech
AntTech
Apr 13, 2021 · Artificial Intelligence

Ant Financial’s ZhiXiaoBao Team Achieves Human-Level Scores on SQuAD 2.0 and Advances Machine Reading Comprehension

The ZhiXiaoBao technical team at Ant Financial broke the SQuAD 2.0 leaderboard with a model that surpasses human performance, detailing the challenges of natural‑language understanding, the specific ranking and data‑augmentation techniques they employed, and the broader impact on fintech knowledge‑base automation and future AI research.

Natural Language ProcessingSQuAD 2.0fintech
0 likes · 9 min read
Ant Financial’s ZhiXiaoBao Team Achieves Human-Level Scores on SQuAD 2.0 and Advances Machine Reading Comprehension
Aikesheng Open Source Community
Aikesheng Open Source Community
Jan 18, 2021 · Databases

How to Build a Professional DBA Operations Team: Infrastructure, Standards, Training, Knowledge Base, and Culture

The article explains how to construct an effective DBA operations team by focusing on reusable infrastructure, clear team standards, a structured training system, a comprehensive knowledge base, and a positive team atmosphere, providing practical tools and methods for each aspect.

DBAInfrastructuredatabase operations
0 likes · 4 min read
How to Build a Professional DBA Operations Team: Infrastructure, Standards, Training, Knowledge Base, and Culture
58 Tech
58 Tech
Aug 3, 2020 · Artificial Intelligence

58.com Dialogue Robot Application Practice in Local Life Service: Architecture, Core Capabilities, and Future Outlook

This article presents the design, implementation, and performance of 58.com’s dialogue robot for local life services, detailing its business background, overall AI architecture, core QABot and TaskBot capabilities, intelligent lead generation, opportunity mining, and future research directions.

AINLPdialogue system
0 likes · 13 min read
58.com Dialogue Robot Application Practice in Local Life Service: Architecture, Core Capabilities, and Future Outlook
58 Tech
58 Tech
Jun 22, 2020 · Artificial Intelligence

Deep Learning Based Automatic QA Tool – qa_match Open‑Source Project Overview

The article reviews the open‑source qa_match tool from 58.com, detailing its deep‑learning based question‑answer matching architecture, hierarchical knowledge‑base support, lightweight pre‑training model SPTM, and practical applications, while summarizing the live‑stream presentation and Q&A session.

AIDSSMSPTM
0 likes · 5 min read
Deep Learning Based Automatic QA Tool – qa_match Open‑Source Project Overview
ITPUB
ITPUB
Jun 12, 2020 · Artificial Intelligence

What’s New in qa_match V1.1? Lightweight Pre‑trained Model and One‑Level KB Support

The article introduces qa_match V1.1, an open‑source deep‑learning QA matching tool that adds one‑level knowledge‑base support, releases a lightweight Bi‑LSTM pre‑trained language model (SPTM), and provides detailed architecture, training data, performance benchmarks, future plans, and contribution guidelines.

AIdeep learningknowledge base
0 likes · 9 min read
What’s New in qa_match V1.1? Lightweight Pre‑trained Model and One‑Level KB Support
58 Tech
58 Tech
Jun 5, 2020 · Artificial Intelligence

qa_match V1.1: Upgraded Lightweight Deep Learning QA Matching Tool

The article introduces qa_match V1.1, an open‑source, Apache‑licensed lightweight question‑answer matching system that adds a simple pre‑trained language model (SPTM), supports one‑level knowledge bases, details model architecture, training resources, performance benchmarks, future plans, and contribution guidelines.

AIdeep learningknowledge base
0 likes · 10 min read
qa_match V1.1: Upgraded Lightweight Deep Learning QA Matching Tool
Yanxuan Tech Team
Yanxuan Tech Team
Apr 20, 2020 · Artificial Intelligence

How AI-Driven Clustering Boosts Smart Customer Service Knowledge Bases

This article outlines an AI-powered workflow for constructing and enriching a business knowledge base in intelligent customer service, covering preprocessing, intent detection, deep and shallow semantic feature engineering, hierarchical bucket clustering, and automated summary extraction to improve FAQ coverage and reduce manual workload.

AIClusteringCustomer Service
0 likes · 15 min read
How AI-Driven Clustering Boosts Smart Customer Service Knowledge Bases
dbaplus Community
dbaplus Community
Feb 3, 2020 · Operations

Boosting Securities Ops with AI: A Practical Intelligent Operations Platform

This article presents a comprehensive study of applying AI, big‑data analytics, and automated pipelines to improve operational efficiency in the securities industry, detailing a custom intelligent ops platform, its layered architecture, and three real‑world scenarios—root‑cause analysis, knowledge‑base assistance, and capacity forecasting—along with experimental results and practical insights.

AIAIOpsCapacity Prediction
0 likes · 27 min read
Boosting Securities Ops with AI: A Practical Intelligent Operations Platform
58 Tech
58 Tech
Feb 22, 2019 · Artificial Intelligence

Algorithm Evolution and Implementation of 58.com Intelligent QABot for Business Consultation

The article details the design and iterative improvement of 58.com’s intelligent QABot, covering knowledge‑base construction, feature engineering, three generations of classification models—including FastText, Bi‑LSTM, and deep semantic matching—and evaluation metrics that achieve high accuracy and automation rates.

AIIntelligent Customer ServiceNatural Language Processing
0 likes · 12 min read
Algorithm Evolution and Implementation of 58.com Intelligent QABot for Business Consultation
Efficient Ops
Efficient Ops
Dec 24, 2018 · Operations

How Baidu’s Noah Platform Unifies Ops Data with Pull, Push, and Lazy ETL

This article explains how Baidu Cloud's Noah intelligent operations product builds a unified operations knowledge base by categorizing metadata, status, and event data and applying three ETL approaches—Pull, Push, and Lazy—to handle offline, near‑line, and real‑time data integration.

Cloud ComputingData IntegrationETL
0 likes · 8 min read
How Baidu’s Noah Platform Unifies Ops Data with Pull, Push, and Lazy ETL
Xianyu Technology
Xianyu Technology
May 16, 2018 · Artificial Intelligence

Geographic Alias Mining and Knowledge Base Construction Using Contextual Vectors and Address Similarity

The paper presents two inexpensive techniques for extracting geographic aliases of points of interest—comparing high‑dimensional contextual vectors of nearby shipping addresses and analyzing co‑occurring words in identical addresses—to construct a knowledge base that links official names with their synonyms, improving location‑based service accuracy.

Geographic AliasPOIcosine similarity
0 likes · 9 min read
Geographic Alias Mining and Knowledge Base Construction Using Contextual Vectors and Address Similarity
AntTech
AntTech
Dec 19, 2017 · Artificial Intelligence

Best Paper Review: Hike – A Hybrid Human‑Machine Method for Entity Alignment in Large‑Scale Knowledge Bases (CIKM 2017)

This article summarizes the award‑winning CIKM 2017 paper “Hike: A Hybrid Human‑Machine Method for Entity Alignment in Large‑Scale Knowledge Bases,” explaining its motivation, the entity‑partition and predicate‑similarity techniques, the construction of partial orders, question‑selection strategies, inference modeling, error‑tolerance mechanisms, and the greedy algorithms that together achieve state‑of‑the‑art alignment performance.

AIBest PaperCIKM
0 likes · 23 min read
Best Paper Review: Hike – A Hybrid Human‑Machine Method for Entity Alignment in Large‑Scale Knowledge Bases (CIKM 2017)
Qunar Tech Salon
Qunar Tech Salon
Jul 10, 2017 · Artificial Intelligence

Qunar Intelligent Service Robot: Architecture, Cognitive System, and Iterative Development

The article details Qunar's development of an AI-powered customer service robot, describing its motivation, data analysis, multi‑phase cognitive system architecture, knowledge‑base management, evaluation mechanisms, and future integration into a group‑wide intelligent service platform to improve service efficiency and reduce costs.

AICustomer ServiceNatural Language Processing
0 likes · 17 min read
Qunar Intelligent Service Robot: Architecture, Cognitive System, and Iterative Development
dbaplus Community
dbaplus Community
Jun 6, 2017 · Operations

Why Solid Foundational Data Is the Key to Stable Operations Management

This article explains how building complete, accurate, and real‑time foundational data—covering CMDB, logs, databases, and knowledge bases—forms the essential base for reliable IT operations, detailing the three core attributes, practical collection methods, and the structure of each data module.

CMDBData AccuracyIT Asset Management
0 likes · 15 min read
Why Solid Foundational Data Is the Key to Stable Operations Management
Baidu Tech Salon
Baidu Tech Salon
Jul 2, 2014 · Artificial Intelligence

Baidu Kaoba: A Case Study of Natural Language Processing and Semantic Analysis

In a June 28 presentation at Baidu’s 51st Technology Salon, senior NLP researcher Zhao Shiqi showcased Baidu Kaoba—a conversational search tool for college admissions—illustrating how inference‑based rewriting, ellipsis completion, concept clarification and interactive generation enable deep, domain‑specific semantic understanding that he predicts will power future internet services.

AIBaiduConversational Search
0 likes · 6 min read
Baidu Kaoba: A Case Study of Natural Language Processing and Semantic Analysis