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Artificial Intelligence

1323 articles · Page 10 of 14
ELab Team
ELab Team
Aug 24, 2022 · Artificial Intelligence

Demystifying AI: From Linear Regression to Neural Networks with TensorFlow.js

This article walks through the fundamentals of artificial intelligence, explaining linear and logistic regression, loss functions, gradient descent, and neural network basics, illustrated with TensorFlow.js code examples, visual analogies, and practical demos, helping readers grasp core concepts and their real‑world applications.

Artificial IntelligenceLinear RegressionLogistic Regression
0 likes · 18 min read
Demystifying AI: From Linear Regression to Neural Networks with TensorFlow.js
DataFunSummit
DataFunSummit
Aug 20, 2022 · Information Security

Content Risk Control Industry Overview and Evaluation System

The article reviews the development background of the digital economy‑driven content risk control industry, examines current content moderation technologies and challenges, describes the establishment of a content technology promotion alliance, outlines its research directions and evaluation standards, and includes a Q&A on regulatory collaboration.

Artificial Intelligencecontent moderationevaluation
0 likes · 16 min read
Content Risk Control Industry Overview and Evaluation System
Python Programming Learning Circle
Python Programming Learning Circle
Aug 15, 2022 · Artificial Intelligence

Top Python Libraries for Data Science, Machine Learning, and Data Visualization

This article curates a comprehensive list of popular Python libraries for data handling, mathematics, machine learning, automated machine learning, data visualization, and model interpretation, providing brief descriptions and GitHub statistics such as stars, contributions, and contributor counts.

Artificial IntelligenceLibrariesbig-data
0 likes · 12 min read
Top Python Libraries for Data Science, Machine Learning, and Data Visualization
Model Perspective
Model Perspective
Jul 30, 2022 · Artificial Intelligence

How Decision Trees Predict House Locations: From Intuition to Overfitting

This article explains machine learning fundamentals using a house‑location classification example, illustrating how decision trees create split points from features like elevation and price, grow recursively, achieve high training accuracy, and reveal overfitting when evaluated on unseen test data.

Artificial IntelligenceClassificationData Visualization
0 likes · 11 min read
How Decision Trees Predict House Locations: From Intuition to Overfitting
Baidu Tech Salon
Baidu Tech Salon
Jul 28, 2022 · Artificial Intelligence

2022 Deep Learning Platform Development Report Released at Global Digital Economy Conference

At the Global Digital Economy Conference, the China Academy of Information and Communications Technology and the National Engineering Research Center released the 2022 Deep Learning Platform Development Report, which identifies Baidu’s PaddlePaddle as China’s leading deep‑learning framework and empowerment platform, boasting millions of developers, surpassing TensorFlow and PyTorch, and foreseeing a decade of industry‑wide intelligent upgrades.

Artificial IntelligenceChina AI industryPaddlePaddle
0 likes · 4 min read
2022 Deep Learning Platform Development Report Released at Global Digital Economy Conference
DataFunTalk
DataFunTalk
Jul 22, 2022 · Artificial Intelligence

Federated Learning, Secure Multiparty Computation, and Data Privacy: Challenges, Legal Context, and Technical Solutions

This article provides a comprehensive overview of federated learning as an emerging AI technology, discussing data‑security incidents, relevant regulations such as GDPR and China’s Data Security Law, the core challenges of learning, privacy, communication and security, and presenting cryptographic solutions including homomorphic encryption, secret sharing and Google PAM.

Artificial Intelligencedata securityprivacy
0 likes · 17 min read
Federated Learning, Secure Multiparty Computation, and Data Privacy: Challenges, Legal Context, and Technical Solutions
NetEase Smart Enterprise Tech+
NetEase Smart Enterprise Tech+
Jul 19, 2022 · Artificial Intelligence

How NER Dominated NLPCC 2022: Techniques Behind the Winning Model

This article reviews the recent NLPCC 2022 NER competition, explains the evolution of named entity recognition, details the five major modeling paradigms, and describes the winning team’s relation‑classification approach, data‑augmentation strategy, experimental results, and its practical deployment in NetEase Cloud Commerce services.

Artificial IntelligenceCompetitionData Augmentation
0 likes · 13 min read
How NER Dominated NLPCC 2022: Techniques Behind the Winning Model
JD Retail Technology
JD Retail Technology
Jul 18, 2022 · Artificial Intelligence

JD’s Intelligent Product Matching Technology Wins the 11th Wu Wenjun AI Science and Technology Award

On July 16, JD.com’s jointly developed intelligent product‑matching technology received the second‑place Science and Technology Progress Award at the 11th Wu Wenjun Artificial Intelligence Award, highlighting its multi‑dimensional user profiling, cross‑modal product modeling, and precise matching innovations that have driven significant commercial and societal impact.

Artificial IntelligenceJD.comWu Wenjun award
0 likes · 4 min read
JD’s Intelligent Product Matching Technology Wins the 11th Wu Wenjun AI Science and Technology Award
Model Perspective
Model Perspective
Jul 16, 2022 · Artificial Intelligence

How Genetic Algorithms Mimic Evolution to Solve Complex Optimization Problems

This article introduces genetic algorithms, explains their biological foundations and key concepts, outlines the standard optimization steps, and demonstrates their application to a traveling‑salesman case with Python code, covering encoding, selection, crossover, mutation, and parameter settings.

Artificial IntelligenceEvolutionary ComputationOptimization
0 likes · 14 min read
How Genetic Algorithms Mimic Evolution to Solve Complex Optimization Problems
Sohu Tech Products
Sohu Tech Products
Jul 13, 2022 · Fundamentals

Digital Economy and Digital Transformation: Trends, Strategies, and Enabling Technologies

The article outlines how the COVID‑19‑driven shift to remote work accelerated digitalization, describes the rapid growth of the digital economy, explains the two‑step process of industry digitization and digital industrialization, and highlights the strategic role of AI, cloud computing, big data, 5G and digital twins in reshaping enterprises across sectors.

5GArtificial IntelligenceCloud Computing
0 likes · 15 min read
Digital Economy and Digital Transformation: Trends, Strategies, and Enabling Technologies
DataFunSummit
DataFunSummit
Jul 10, 2022 · Artificial Intelligence

Intelligent Industry Analysis Tool Based on Knowledge Graphs and Industry Atoms

This article introduces VentureSights, an AI‑driven intelligent industry analysis platform built on knowledge‑graph technology and the concept of industry atoms, detailing its core modules, workflow, industry‑atom representation, extraction algorithms, and overall system architecture for generating comprehensive industry reports and insights.

Artificial IntelligenceKnowledge GraphNamed Entity Recognition
0 likes · 12 min read
Intelligent Industry Analysis Tool Based on Knowledge Graphs and Industry Atoms
DataFunTalk
DataFunTalk
Jul 9, 2022 · Artificial Intelligence

Education Knowledge Graph: Opportunities and Challenges

The article provides a comprehensive overview of education knowledge graphs, explaining their definition, significance, diverse application scenarios such as smart textbooks, deep reading, subject insight, and intelligent services, while also analyzing technical challenges like data heterogeneity, granularity, multimodality, quality control, and proposing future research directions.

Artificial IntelligenceEducationIntelligent Tutoring
0 likes · 25 min read
Education Knowledge Graph: Opportunities and Challenges
政采云技术
政采云技术
Jul 5, 2022 · Artificial Intelligence

Overview of Natural Language Processing Techniques and Their Evolution

This article provides a comprehensive overview of natural language processing, covering its definition, historical development from one‑hot encoding to modern models such as word2vec, ELMo, GPT, and BERT, and discusses the advantages, limitations, and key concepts of each technique.

Artificial IntelligenceNLPWord Embedding
0 likes · 23 min read
Overview of Natural Language Processing Techniques and Their Evolution
DataFunTalk
DataFunTalk
Jul 4, 2022 · Information Security

DataFun 2022 Summit on Data Security and Privacy Computing

The DataFun 2022 summit on data security and privacy computing brings together leading experts from industry and academia to discuss the latest advances in federated learning, multi‑party computation, trusted execution environments, blockchain integration, and their applications across finance, healthcare, telecommunications, and digital government.

Artificial Intelligenceblockchain
0 likes · 40 min read
DataFun 2022 Summit on Data Security and Privacy Computing
Model Perspective
Model Perspective
Jun 29, 2022 · Artificial Intelligence

How Genetic Algorithms Mimic Evolution to Solve Complex Problems

Genetic algorithms, introduced by J. Holland in 1975, emulate natural selection and genetic mechanisms by iteratively selecting, crossing, and mutating candidate solutions, preserving the fittest while discarding weaker ones, and continue this stochastic search until convergence, as illustrated through a series of explanatory cartoons.

Artificial IntelligenceEvolutionary ComputationOptimization
0 likes · 3 min read
How Genetic Algorithms Mimic Evolution to Solve Complex Problems
DataFunSummit
DataFunSummit
Jun 21, 2022 · Artificial Intelligence

JiuGe: An Automatic Chinese Classical Poetry Generation System – Algorithms and Research Overview

This article presents the JiuGe system developed by THUNLP for automatically generating Chinese classical poetry, detailing its research motivations, model architecture—including salient‑clue, working‑memory, topic‑memory, style‑transfer and reinforcement‑learning components—implementation, applications, and future directions.

Artificial IntelligenceKnowledge GraphNatural Language Processing
0 likes · 18 min read
JiuGe: An Automatic Chinese Classical Poetry Generation System – Algorithms and Research Overview
Model Perspective
Model Perspective
Jun 17, 2022 · Artificial Intelligence

Understanding Supervised Learning: Regression vs Classification Explained

This article explains the fundamentals of supervised machine learning, distinguishing between regression and classification, describing how algorithms learn mappings from inputs to outputs, and outlining common models such as linear regression, logistic regression, decision trees, SVMs, random forests, and neural networks.

Artificial IntelligenceClassificationmachine learning
0 likes · 4 min read
Understanding Supervised Learning: Regression vs Classification Explained
DataFunTalk
DataFunTalk
Jun 16, 2022 · Artificial Intelligence

BigBang Transformer (BBT): A 1‑Billion‑Parameter Financial Pre‑trained Language Model with Time‑Series‑Text Cross‑Modal Architecture

The BigBang Transformer (BBT) is a 1‑billion‑parameter financial pre‑trained language model that combines text and time‑series data in a cross‑modal Transformer architecture, achieving up to 10% higher downstream accuracy than T5‑scale models and demonstrating strong performance on financial NLP tasks, time‑series forecasting, and multi‑factor investment strategies.

Artificial IntelligenceFinancial NLPTime Series Forecasting
0 likes · 19 min read
BigBang Transformer (BBT): A 1‑Billion‑Parameter Financial Pre‑trained Language Model with Time‑Series‑Text Cross‑Modal Architecture
DataFunTalk
DataFunTalk
Jun 10, 2022 · Artificial Intelligence

Intelligent Risk Control Algorithms for Logistics and Commercial Vehicle Finance

This article examines the rapid growth of financing demand among small‑and‑micro enterprises in logistics and commercial vehicle sectors, outlines the high financial penetration in the industry, and details how AI‑driven intelligent risk‑control frameworks—covering data pipelines, model selection, feature‑portrait systems, and graph‑based applications—address the challenges and opportunities of modern financial risk management.

Artificial Intelligencegraph analyticslogistics finance
0 likes · 17 min read
Intelligent Risk Control Algorithms for Logistics and Commercial Vehicle Finance
DataFunTalk
DataFunTalk
Jun 8, 2022 · Artificial Intelligence

Integrating Knowledge Graphs with Neural Networks: Generative Pre‑Training, Differentiable Reasoning, and Fuzzy Logic Query Embedding

This article reviews recent advances in combining knowledge graphs with neural networks, covering generative pre‑training of graph neural networks, wiki‑graph based open‑domain question answering, differentiable logical reasoning, and a fuzzy‑logic query‑embedding model that improves performance on sparse‑relation queries.

Artificial IntelligenceKnowledge GraphOpen Domain QA
0 likes · 23 min read
Integrating Knowledge Graphs with Neural Networks: Generative Pre‑Training, Differentiable Reasoning, and Fuzzy Logic Query Embedding
Efficient Ops
Efficient Ops
May 30, 2022 · Operations

How AIOps Transforms Enterprise Operations: Insights from China’s 2022 Tech Salon

The 2022 online AIOps Technology Salon hosted by the China Academy of Information and Communications Technology gathered over 13,000 viewers, featured expert talks on standards, practical implementations, anomaly‑detection algorithms, and real‑world case studies from major enterprises, offering actionable insights for modern IT operations.

AIOpsArtificial IntelligenceIT Operations
0 likes · 4 min read
How AIOps Transforms Enterprise Operations: Insights from China’s 2022 Tech Salon
DataFunSummit
DataFunSummit
May 28, 2022 · Artificial Intelligence

Construction and Application of a Power Industry Knowledge Graph

This article outlines the development of a power‑sector knowledge graph by China Electric Power Research Institute, covering the AI institute overview, the background of power knowledge engineering, methods for representation and ontology construction, practical applications in dispatch, inspection and customer service, and future challenges.

Artificial IntelligenceKnowledge Graphdomain ontology
0 likes · 30 min read
Construction and Application of a Power Industry Knowledge Graph
AntTech
AntTech
May 26, 2022 · Artificial Intelligence

ITU Approves Ant Group‑Led Interactive Intelligent Risk Control Standard

The International Telecommunication Union (ITU) has officially adopted an Ant Group‑initiated international standard for interactive intelligent risk control, outlining technical capabilities such as interactive functions and machine‑learning abilities to enhance proactive fraud detection across the industry.

Ant GroupArtificial IntelligenceITU
0 likes · 5 min read
ITU Approves Ant Group‑Led Interactive Intelligent Risk Control Standard
Meituan Technology Team
Meituan Technology Team
May 26, 2022 · Artificial Intelligence

Academic Salon: Urban Fractal Phenomena and Multi‑Agent Modeling – Lecture by Prof. Li Yong

In a June 1 online salon hosted by the Tsinghua‑Meituan Digital Life Joint Research Institute, Prof. Li Yong presented a novel multi‑agent urban mobility model that links individual movement and social interaction to reproduce city‑scale fractal laws such as Zipf’s distribution, super‑linear scaling, and negative‑exponential population patterns, illustrating a new bridge between micro‑level behavior and macro‑level urban evolution.

Academic SalonArtificial IntelligenceData Science
0 likes · 5 min read
Academic Salon: Urban Fractal Phenomena and Multi‑Agent Modeling – Lecture by Prof. Li Yong
Liulishuo Tech Team
Liulishuo Tech Team
May 20, 2022 · Artificial Intelligence

Multi‑Scale BERT‑Based Automated Essay Scoring: Architecture, Loss Functions, and Experimental Evaluation

This article surveys automated essay scoring (AES), compares handcrafted, deep‑learning, and pre‑trained language‑model approaches, proposes a multi‑scale BERT architecture with document, token, and segment features, introduces three combined loss functions, and demonstrates superior performance on the ASAP dataset and internal tasks.

ASAP datasetArtificial IntelligenceBERT
0 likes · 13 min read
Multi‑Scale BERT‑Based Automated Essay Scoring: Architecture, Loss Functions, and Experimental Evaluation
Efficient Ops
Efficient Ops
May 15, 2022 · Artificial Intelligence

What’s the Current State of AIOps in China? Join the 2022 Survey

The article introduces the 2022 China AIOps Current Situation Survey, explains how rapid data growth and digital transformation are driving intelligent operations, outlines the joint effort of over 60 enterprises to compile the report, and invites industry professionals to contribute their insights through an online questionnaire.

AIOpsArtificial IntelligenceChina
0 likes · 6 min read
What’s the Current State of AIOps in China? Join the 2022 Survey
DataFunTalk
DataFunTalk
May 12, 2022 · Artificial Intelligence

Construction and Application of Power Industry Knowledge Graphs

This article introduces the AI Institute of China Electric Power Research Institute, outlines the background, core concepts, and development of power sector knowledge engineering, details knowledge representation, ontology construction, and graph building methods, and discusses practical applications and future challenges of power domain knowledge graphs.

Artificial IntelligenceKnowledge GraphSemantic Web
0 likes · 29 min read
Construction and Application of Power Industry Knowledge Graphs
Baidu Geek Talk
Baidu Geek Talk
May 6, 2022 · Artificial Intelligence

Artificial Intelligence Development History and Pre‑training Model Trends

From the 1940s birth of computers to today's ultra‑large pre‑training models like Baidu’s ERNIE 3.0, AI has progressed through three development waves, now driven by algorithms, compute and data, with pre‑training lowering application barriers and evolving toward larger, multimodal, and more generalizable systems.

Artificial Intelligencedeep learningmachine learning
0 likes · 11 min read
Artificial Intelligence Development History and Pre‑training Model Trends
DataFunSummit
DataFunSummit
Apr 26, 2022 · Artificial Intelligence

Macro Trends and Core Challenges of Intelligent Risk Control in the Banking Industry

The article analyzes the downward macroeconomic trend since 2000, its impact on bank asset growth, and outlines the four main pain points—positioning, organization, talent, and digital capability—of intelligent risk control, while also detailing fraud types, regulatory pressures, and future industry directions.

Artificial IntelligenceFinancial Industrybanking
0 likes · 13 min read
Macro Trends and Core Challenges of Intelligent Risk Control in the Banking Industry
Tencent Cloud Developer
Tencent Cloud Developer
Apr 20, 2022 · Artificial Intelligence

Coarse Ranking in Recommendation Systems: Architecture, Models, and Optimization

Coarse ranking bridges recall and fine ranking by trimming tens of thousands of candidates to a few hundred or thousand using a three‑part framework—sample construction, ordinary and cross‑feature engineering, and evolving deep models—from rule‑based to lightweight MLPs, while employing distillation, feature crossing, pruning, quantization, and bias mitigation to balance accuracy with strict latency constraints.

Artificial Intelligencecoarse rankingfeature engineering
0 likes · 9 min read
Coarse Ranking in Recommendation Systems: Architecture, Models, and Optimization
Youku Technology
Youku Technology
Apr 2, 2022 · Artificial Intelligence

Constrained Sequence-to-Tree Generation for Hierarchical Text Classification

At SIGIR 2022, the authors present a constrained Seq2Tree model that transforms hierarchical label taxonomies into preorder sequences and applies dynamic‑dictionary decoding to ensure label consistency, achieving superior hierarchical text classification performance on benchmark datasets and real‑world deployment within Alibaba Entertainment’s AI Brain.

Artificial IntelligenceEncoder-DecoderHierarchical Text Classification
0 likes · 5 min read
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification
Laravel Tech Community
Laravel Tech Community
Mar 27, 2022 · Fundamentals

2022 Software Engineer Landscape Report: In‑Demand Skills, Salaries, and Hiring Trends

The 2022 Hired Software Engineer Report, based on over 366,000 market interactions and 2,000 survey responses, reveals soaring demand for engineers, highlights Go as the top‑requested skill, outlines salary growth across security and AI roles, and shows how remote‑work openness boosts interview opportunities.

Artificial IntelligenceCloud ComputingSalary Trends
0 likes · 5 min read
2022 Software Engineer Landscape Report: In‑Demand Skills, Salaries, and Hiring Trends
Meituan Technology Team
Meituan Technology Team
Mar 24, 2022 · Artificial Intelligence

Cyclic Generative Adversarial Networks for Probability Density Estimation – Academic Salon by Tsinghua University & Meituan Digital Life

The Tsinghua‑Meituan Digital Life Joint Research Institute’s academic salon will feature Associate Professor Jiang Rui presenting a cyclic generative adversarial network for probability density estimation, demonstrating how merging statistical models with deep‑learning techniques can solve core statistical problems and foster industry‑academia innovation.

Artificial IntelligenceGenerative Adversarial NetworksProbability Density Estimation
0 likes · 4 min read
Cyclic Generative Adversarial Networks for Probability Density Estimation – Academic Salon by Tsinghua University & Meituan Digital Life
21CTO
21CTO
Mar 20, 2022 · Artificial Intelligence

Can AlphaCode Challenge Human Programmers? Inside DeepMind’s AI Coding Duel

DeepMind’s AlphaCode entered Codeforces contests, scoring in the top 28% against thousands of programmers, revealing both the promise and limits of AI‑generated code, the massive compute behind it, and the mixed reactions from the developer community.

AI code generationAlphaCodeArtificial Intelligence
0 likes · 10 min read
Can AlphaCode Challenge Human Programmers? Inside DeepMind’s AI Coding Duel
DataFunTalk
DataFunTalk
Mar 18, 2022 · Artificial Intelligence

Alternative Data Mining: From 19th‑Century Cholera Mapping to Modern AI‑Driven Risk Modeling

This talk reviews the concept of alternative data, illustrates its early use in John Snow's cholera map, explores contemporary AI‑powered systems such as IBM's Debater and satellite‑based poverty estimation, and presents the speaker's own research on using unconventional data for financial‑market risk detection and prediction.

Artificial IntelligenceRisk ModelingSatellite Imagery
0 likes · 14 min read
Alternative Data Mining: From 19th‑Century Cholera Mapping to Modern AI‑Driven Risk Modeling
Efficient Ops
Efficient Ops
Mar 17, 2022 · Operations

Inside China’s AIOps Standard: Key Insights from the 4th Draft Meeting

The article reports on the fourth draft discussion of China’s Cloud Computing Intelligent Operations (AIOps) Capability Maturity Model – Part 2, detailing the meeting’s participants, the finalized system and tool technical requirements, and the progress toward a comprehensive AIOps standard that addresses quality, cost, efficiency, and security across multiple functional modules.

AIOpsArtificial IntelligenceCloud Computing
0 likes · 5 min read
Inside China’s AIOps Standard: Key Insights from the 4th Draft Meeting
Meituan Technology Team
Meituan Technology Team
Mar 17, 2022 · Artificial Intelligence

Tsinghua University & Meituan Digital Life Joint Research Institute Academic Salon: Large Model Technologies and Challenges

The Tsinghua‑Meituan Digital Life Joint Research Institute’s Academic Salon on March 23 featured Associate Professor Liu Zhiyuan presenting the latest advances and ten key challenges in large‑model technologies, aiming to foster industry‑academia collaboration and drive innovation in representation learning, knowledge graphs, and social computing.

Academic SeminarArtificial IntelligenceNLP
0 likes · 4 min read
Tsinghua University & Meituan Digital Life Joint Research Institute Academic Salon: Large Model Technologies and Challenges
ELab Team
ELab Team
Mar 16, 2022 · Artificial Intelligence

Reverse Dictionary Made Easy: Harness WantWords and Hugging Face for Quick NLP Model Integration

This article introduces the open‑source WantWords reverse‑dictionary project, explains its token‑based processing pipeline, walks through Python implementation and model invocation with Hugging Face’s Transformers, reviews NLP’s historical evolution, and shows how front‑end developers can quickly integrate NLP models into products.

Artificial IntelligenceBERTHugging Face
0 likes · 13 min read
Reverse Dictionary Made Easy: Harness WantWords and Hugging Face for Quick NLP Model Integration
IT Services Circle
IT Services Circle
Mar 2, 2022 · Artificial Intelligence

Curated Open‑Source Face Recognition Projects Overview

This article presents a curated collection of open‑source face recognition projects—including OpenFace, face_recognition, InsightFace, RetinaFace, SCRFD, FaceNet, Deepface, and CompreFace—detailing their features, GitHub stars, usage examples, and code snippets for Python and TensorFlow implementations.

Artificial IntelligencePythondeep learning
0 likes · 5 min read
Curated Open‑Source Face Recognition Projects Overview
21CTO
21CTO
Feb 25, 2022 · Artificial Intelligence

Can the Metaverse Become Reality? Exploring AI, Data, and Tech Limits

This article examines the concept of a fully digital world— the metaverse—by discussing its philosophical roots, AI simulation techniques, data and latency requirements, cost considerations, and the technological breakthroughs needed to turn immersive virtual environments into everyday reality.

Artificial IntelligenceFuture TechMetaverse
0 likes · 9 min read
Can the Metaverse Become Reality? Exploring AI, Data, and Tech Limits
Architects' Tech Alliance
Architects' Tech Alliance
Feb 16, 2022 · Fundamentals

Key Technology Trends Shaping High‑Performance Computing (HPC)

The article outlines major trends influencing high‑performance computing, including AI integration, GPU/TPU advancements, flexibility in processor architectures, HPC‑as‑a‑Service, hybrid cloud solutions, democratization, the emergence of exascale systems, and micro‑architectural improvements, while providing links to related reports and resources.

Artificial IntelligenceExascaleHPC
0 likes · 9 min read
Key Technology Trends Shaping High‑Performance Computing (HPC)
Baobao Algorithm Notes
Baobao Algorithm Notes
Feb 10, 2022 · Artificial Intelligence

Winning Kaggle’s Jigsaw Toxicity Challenge with Transfer Learning and Zero‑Shot Classification

This article breaks down the evolution of Kaggle’s Jigsaw toxic comment competitions and presents a three‑step solution—training on historic data, using a genetic algorithm to weight multi‑label predictions, and ensembling fifteen models—to achieve high‑accuracy zero‑shot text classification.

Artificial IntelligenceKaggleNLP
0 likes · 5 min read
Winning Kaggle’s Jigsaw Toxicity Challenge with Transfer Learning and Zero‑Shot Classification
Kuaishou Tech
Kuaishou Tech
Feb 7, 2022 · Artificial Intelligence

Kuaishou Audio Team Wins ICASSP 2022 AEC Challenge Runner‑up and Publishes Two Deep Noise Suppression Papers

The Kuaishou audio team achieved a world‑runner‑up in the ICASSP 2022 Acoustic Echo Cancellation Challenge and had two deep noise suppression papers accepted, showcasing a hybrid traditional‑signal‑processing and deep‑learning system that excels in echo removal, noise reduction, and speech recognition across multiple real‑time communication scenarios.

Acoustic Echo CancellationArtificial IntelligenceDeep Noise Suppression
0 likes · 7 min read
Kuaishou Audio Team Wins ICASSP 2022 AEC Challenge Runner‑up and Publishes Two Deep Noise Suppression Papers
21CTO
21CTO
Feb 4, 2022 · Artificial Intelligence

AlphaCode: DeepMind’s AI Beats Half of Human Programmers in Codeforces Contest

DeepMind’s AlphaCode, a transformer‑based AI trained on hundreds of gigabytes of code, demonstrated competitive programming abilities comparable to the middle 54% of human participants on Codeforces, highlighting significant progress in AI‑driven problem solving and code generation.

AI programmingAlphaCodeArtificial Intelligence
0 likes · 7 min read
AlphaCode: DeepMind’s AI Beats Half of Human Programmers in Codeforces Contest
DataFunSummit
DataFunSummit
Feb 3, 2022 · Artificial Intelligence

Insights into Recommendation Systems and Their Relation to Computational Advertising

This article examines how recommendation systems have evolved, highlighting the shared matching and ranking mechanisms with computational advertising while also identifying the distinct elements such as ad bidding and multi‑party objectives that differentiate advertising from pure recommendation.

Artificial Intelligencecomputational advertisingrecommendation systems
0 likes · 11 min read
Insights into Recommendation Systems and Their Relation to Computational Advertising
DataFunTalk
DataFunTalk
Jan 30, 2022 · Fundamentals

Understanding and Building User Profiles: Definitions, Dimensions, Tagging, and Business Applications

This article explains the concept of user profiling, outlines common dimensions and tag structures, discusses its importance in marketing, finance and product design, and provides a step‑by‑step methodology for constructing, modeling, and applying user profiles in real‑world scenarios.

Artificial IntelligenceCustomer Segmentationdata tagging
0 likes · 24 min read
Understanding and Building User Profiles: Definitions, Dimensions, Tagging, and Business Applications
DataFunTalk
DataFunTalk
Jan 17, 2022 · Artificial Intelligence

Causal Analysis in Real Estate: Challenges, Methodology, and Practice at Beike

This article explains the wide applicability of causal inference, outlines three major challenges—correlation vs. causation, confounding factors, and selection bias—and demonstrates a scientific three‑level approach using examples such as smoking and a real‑world deployment of an intelligent client‑management tool at Beike, including experimental designs, results, and lessons learned.

A/B testingArtificial IntelligenceData Analysis
0 likes · 14 min read
Causal Analysis in Real Estate: Challenges, Methodology, and Practice at Beike
DevOps
DevOps
Jan 17, 2022 · Cloud Computing

Key Trends Shaping China’s Technology and IT Industry in 2021‑2022

The report analyses ten major trends—including the digital‑wormhole concept, cloud‑service democratization, SaaS value‑assessment evolution, edge‑computing growth, cloud‑driven big‑data intelligence, low‑code proliferation, cloud‑native infrastructure, flattened IT architecture, customer‑experience focus, and the evolving terminal landscape—highlighting how demand‑driven innovation is reshaping China’s tech and IT sector.

Artificial IntelligenceCloud Computingedge computing
0 likes · 10 min read
Key Trends Shaping China’s Technology and IT Industry in 2021‑2022
DataFunTalk
DataFunTalk
Jan 15, 2022 · Artificial Intelligence

Multimodal + Music: MMatch Series Technologies and Their Applications at Tencent Music

This article presents the multimodal learning demands of QQ Music, introduces the MMatch series of multimodal matching technologies—including image‑text matching, music similarity, AI tagging, and video scoring—and details their practical applications in business scenarios such as merchant public‑play, search, recommendation, and future product ideas.

Artificial IntelligenceTencent Musicembedding matching
0 likes · 25 min read
Multimodal + Music: MMatch Series Technologies and Their Applications at Tencent Music
Architects' Tech Alliance
Architects' Tech Alliance
Jan 11, 2022 · Fundamentals

ARM Industry Overview 2021: Architecture, Ecosystem, and Market Trends

The article provides a comprehensive overview of the ARM ecosystem in 2021, covering its business model, expanding applications in PCs, data centers, automotive, AI, and cloud, detailing major product releases, partnerships with tech giants, and the growing Chinese ARM ecosystem alongside future market projections.

Artificial IntelligenceCloud Computingprocessor architecture
0 likes · 12 min read
ARM Industry Overview 2021: Architecture, Ecosystem, and Market Trends
Alimama Tech
Alimama Tech
Jan 5, 2022 · Artificial Intelligence

2021 Review of Alibaba Mama Technology: Advertising Algorithms, AI Research, Open‑Source Projects and Conference Papers

The 2021 Alibaba Mama Technology review, covering its May launch and 237‑day output of 50 technical articles on advertising algorithms, system engineering, intelligent creativity, risk control, plus two open‑source projects and numerous SIGIR, KDD, CIKM and CVPR papers, highlights data‑science, marketing series and engineer‑growth stories.

Advertising TechnologyAlgorithm EngineeringArtificial Intelligence
0 likes · 5 min read
2021 Review of Alibaba Mama Technology: Advertising Algorithms, AI Research, Open‑Source Projects and Conference Papers
Meituan Technology Team
Meituan Technology Team
Dec 30, 2021 · Frontend Development

Meituan Tech Team’s 2021 Top Technical Articles – New Year Gift 2022

To celebrate the 2022 New Year, Meituan’s technology team offers a curated gift of the 22 most‑read and most‑watched 2021 technical articles—spanning logging, knowledge graphs, GraphQL, data warehousing, performance, security, and more—while inviting readers to complete a survey for a chance to win a premium keyboard wrist rest.

Artificial IntelligenceBackendMeituan
0 likes · 14 min read
Meituan Tech Team’s 2021 Top Technical Articles – New Year Gift 2022
Efficient Ops
Efficient Ops
Dec 25, 2021 · Artificial Intelligence

How Zhejiang Mobile’s AIOps Achieved National‑Level Excellence in Fault Management

The article explains AIOps fundamentals, details Zhejiang Mobile’s successful assessment in the national AIOps capability maturity model, shares insights from an interview with the company’s network‑management deputy director, and outlines future plans and industry recommendations for AI‑driven IT operations.

AIOpsArtificial IntelligenceCapability Maturity Model
0 likes · 9 min read
How Zhejiang Mobile’s AIOps Achieved National‑Level Excellence in Fault Management
JD Tech
JD Tech
Dec 24, 2021 · Artificial Intelligence

JD.com Announces 2021 Technology Achievements: AI Breakthroughs, Cloud Innovations, and Industry Applications

In its 2021 technology report, JD.com highlights over 220 published papers, 60 competition awards, 260 breakthroughs—including advances in trustworthy AI, quantum computing, multimodal AI, and supply‑chain automation—while showcasing cloud‑native infrastructure, information‑security innovations, and numerous industry‑focused applications across logistics, retail, and smart cities.

Artificial IntelligenceCloud ComputingSupply Chain
0 likes · 11 min read
JD.com Announces 2021 Technology Achievements: AI Breakthroughs, Cloud Innovations, and Industry Applications
Beike Product & Technology
Beike Product & Technology
Dec 23, 2021 · Artificial Intelligence

Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum

The CNCC 2021 forum brought together leading academics and industry experts to discuss advances in graph neural networks, graph computing for quantum chemistry, and practical applications of knowledge‑graph reasoning in sectors such as real‑estate and online video, showcasing both research breakthroughs and industrial deployment strategies.

Artificial IntelligenceGraph Neural NetworksKnowledge Graph
0 likes · 8 min read
Highlights from the CNCC 2021 Knowledge Graph and Graph Machine Learning Forum
AntTech
AntTech
Dec 23, 2021 · Databases

Understanding Graph Computing: Fundamentals, Applications, and Future Directions

This article explains graph computing fundamentals, illustrates its use in fraud detection, search ranking, and brain modeling, highlights Ant Group's record‑breaking performance and standards efforts, and outlines future challenges such as standardization, higher performance, and integration with AI.

Artificial IntelligenceGraph DatabasesPerformance
0 likes · 13 min read
Understanding Graph Computing: Fundamentals, Applications, and Future Directions
Big Data Technology & Architecture
Big Data Technology & Architecture
Dec 18, 2021 · Artificial Intelligence

Understanding Web3.0 and the Metaverse: Origins, Features, and Future Trends

This article provides an overview of Web3.0 and the Metaverse, tracing their origins from early concepts like the semantic web and blockchain, describing their key characteristics such as decentralization, AI‑driven search, 3D graphics, and virtual tourism, and discussing current industry competition and future implications.

Artificial IntelligenceMetaverseWeb3.0
0 likes · 9 min read
Understanding Web3.0 and the Metaverse: Origins, Features, and Future Trends
YunZhu Net Technology Team
YunZhu Net Technology Team
Dec 17, 2021 · Artificial Intelligence

Understanding Recommendation Systems for B2B Construction E‑Commerce

This article explains why recommendation systems are essential for B2B construction e‑commerce, describes the types of data they rely on, outlines multi‑channel recall methods, details collaborative‑filtering algorithms with similarity calculations, and presents the four‑stage recommendation pipeline from recall to re‑ranking.

Artificial IntelligenceB2B e-commercecollaborative filtering
0 likes · 11 min read
Understanding Recommendation Systems for B2B Construction E‑Commerce
Efficient Ops
Efficient Ops
Dec 16, 2021 · Artificial Intelligence

How AI-Powered AIOps is Shaping Cloud Service Management and Standards

AIOps, the application of AI to IT operations, is defined, its role in cloud service management outlined, and the recent ITU‑T SG13 plenary that adopted an international standard on AI‑based operation management is summarized, along with domestic industry contributions, maturity assessments, and the upcoming 2021 GOLF+ IT governance forum.

AIOpsArtificial IntelligenceCloud Computing
0 likes · 5 min read
How AI-Powered AIOps is Shaping Cloud Service Management and Standards
DataFunSummit
DataFunSummit
Dec 8, 2021 · Artificial Intelligence

Knowledge Graph Forum at DataFunCon – Speakers, Topics, and Registration Details

The DataFunCon Knowledge Graph Forum on December 18 gathers leading experts from academia and industry to discuss large‑scale knowledge graph construction, storage, applications, and challenges, offering attendees insights into cutting‑edge AI techniques, graph databases, and practical deployment strategies across multiple domains.

Artificial IntelligenceGraph DatabasesKnowledge Extraction
0 likes · 11 min read
Knowledge Graph Forum at DataFunCon – Speakers, Topics, and Registration Details
Efficient Ops
Efficient Ops
Dec 6, 2021 · Operations

How Scenario‑Based AIOps Transforms IT Operations: Insights from GOPS 2023

The article summarizes a GOPS conference presentation by Dingmao Technology on AIOps scenario‑driven construction, detailing challenges, definition of scenarios, technical methods, roadmap planning, and future prospects, while showcasing practical examples and supporting technologies for intelligent IT operations.

AIOpsArtificial IntelligenceData Integration
0 likes · 8 min read
How Scenario‑Based AIOps Transforms IT Operations: Insights from GOPS 2023
AntTech
AntTech
Nov 26, 2021 · Information Security

Achieving “Computable but Not Identifiable”: Balancing Personal Data Protection and Industry Development with Trusted Computing

The article examines how the Personal Information Protection Law creates a new authorization framework and introduces the “computable but not identifiable” concept, arguing that trusted‑computing technologies and controlled environments can reconcile strict privacy safeguards with the data‑driven needs of AI and other industries.

Artificial IntelligenceTrusted Computingdata anonymization
0 likes · 10 min read
Achieving “Computable but Not Identifiable”: Balancing Personal Data Protection and Industry Development with Trusted Computing
Architects' Tech Alliance
Architects' Tech Alliance
Nov 5, 2021 · Artificial Intelligence

GPU Architecture in the AI Era: From Specific‑Domain Designs to 3D/AI Fusion

The article analyzes how GPU architecture, originally designed for 3D graphics, is being reshaped by AI demands through specific‑domain designs, hardware/software interfaces, tensor acceleration, and 3D/AI convergence, ultimately arguing that GPUs will remain the central compute platform in the new golden age of computer architecture.

3D renderingArtificial IntelligenceNeural Rendering
0 likes · 14 min read
GPU Architecture in the AI Era: From Specific‑Domain Designs to 3D/AI Fusion
Efficient Ops
Efficient Ops
Nov 1, 2021 · Operations

How AIOps Is Transforming IT Operations: Inside the First Domestic Evaluation

An interview with Qingchuang Technology’s co‑founder reveals how their Sherlock AIOps platform passed the first domestic AIOps system and tool assessment, illustrating the role of AI‑driven alarm convergence, the significance of the CAICT maturity model, and future plans for intelligent IT operations across industries.

AIOpsArtificial IntelligenceDevOps
0 likes · 7 min read
How AIOps Is Transforming IT Operations: Inside the First Domestic Evaluation
Architects' Tech Alliance
Architects' Tech Alliance
Oct 28, 2021 · Artificial Intelligence

GPU Technology Overview: Architecture, Market Landscape, and Key Application Directions

This article provides a comprehensive overview of GPU technology, covering its multi‑core architecture, market oligopoly among Intel, NVIDIA and AMD, classifications of integrated and independent GPUs, and the three major application trends of gaming performance, artificial intelligence/deep learning, and autonomous driving.

Artificial IntelligenceHardwareautonomous driving
0 likes · 14 min read
GPU Technology Overview: Architecture, Market Landscape, and Key Application Directions
Efficient Ops
Efficient Ops
Oct 22, 2021 · Artificial Intelligence

Zhejiang Mobile’s AIOps Wins First‑Stage Evaluation – Insights for Future IT Ops

The article reports that Zhejiang Mobile’s AIOps system and tool modules, including anomaly detection and alarm convergence, successfully passed the first‑stage assessment by the China Academy of Information and Communications Technology, highlighting the growing importance of AI‑driven operations, sharing interview insights on implementation, benefits, and future plans.

AIOpsArtificial IntelligenceCloud Computing
0 likes · 10 min read
Zhejiang Mobile’s AIOps Wins First‑Stage Evaluation – Insights for Future IT Ops
Efficient Ops
Efficient Ops
Oct 22, 2021 · Operations

How Guangdong Mobile’s AIOps Platform Passed the First‑Stage Maturity Assessment – Insights and Future Plans

The article explains the concept of AIOps, details Guangdong Mobile’s AI‑plus‑knowledge experience fault‑diagnosis platform passing the first‑stage AIOps maturity assessment, shares interview insights from senior managers, and outlines future development directions for intelligent IT operations.

AIOpsArtificial IntelligenceCloud Computing
0 likes · 11 min read
How Guangdong Mobile’s AIOps Platform Passed the First‑Stage Maturity Assessment – Insights and Future Plans
Efficient Ops
Efficient Ops
Oct 22, 2021 · Operations

AIOps Revolution in IT Ops: Huatai Securities' First-Evaluation Success

The article explains how AIOps leverages AI to enhance IT operations, details Huatai Securities' successful first‑batch evaluation by the China Academy of Information and Communications Technology, and outlines future plans and the emerging AIOps maturity model standards.

AIOpsArtificial IntelligenceDevOps
0 likes · 6 min read
AIOps Revolution in IT Ops: Huatai Securities' First-Evaluation Success
Efficient Ops
Efficient Ops
Oct 22, 2021 · Operations

What Is AIOps? Inside the First Certified AIOps System & Tool Evaluations

The article explains AIOps—AI‑driven IT operations—its Gartner‑defined role, the debut of the first certified AIOps system and tool assessments announced at the 2021 DevOps International Summit in Beijing, and provides details on the evaluated enterprises, modules, and the new AIOps Capability Maturity Model.

AIOpsArtificial IntelligenceCapability Maturity Model
0 likes · 5 min read
What Is AIOps? Inside the First Certified AIOps System & Tool Evaluations
Architects' Tech Alliance
Architects' Tech Alliance
Oct 19, 2021 · Artificial Intelligence

Gartner's 12 Strategic Technology Trends for 2022

Gartner's 2022 report outlines twelve strategic technology trends—ranging from generative AI and data fabric to cloud‑native platforms, autonomous systems, decision intelligence, composable applications, hyper‑automation, privacy‑enhancing computation, cybersecurity mesh, AI engineering, and total experience—highlighting how data and intelligence will drive enterprise transformation over the next decade.

Artificial IntelligenceCloud NativeData Fabric
0 likes · 8 min read
Gartner's 12 Strategic Technology Trends for 2022
iQIYI Technical Product Team
iQIYI Technical Product Team
Oct 15, 2021 · Artificial Intelligence

iQiyi's ZoomAI Wins 2021 CCF Science and Technology Award for Video Restoration and Enhancement

iQiyi's ZoomAI AI-based video restoration and enhancement system won the 2021 CCF Science and Technology Outstanding Progress Award, marking its fifth consecutive CCF honor; the system uses proprietary AI algorithms for super‑resolution, frame interpolation, scratch repair, colorization, etc., restoring classic films and improving viewer experience.

AI video restorationArtificial IntelligenceZoomAI
0 likes · 5 min read
iQiyi's ZoomAI Wins 2021 CCF Science and Technology Award for Video Restoration and Enhancement
21CTO
21CTO
Oct 12, 2021 · Artificial Intelligence

What Does the Metaverse Really Mean? Insights from Microsoft China’s CTO

In this interview, Microsoft China CTO Wei Qing explains the true meaning of the Metaverse, contrasts it with "virtual space," discusses the challenges of adopting emerging technologies like AI, machine learning, and digital twins, and highlights the broader impact of information as a public infrastructure.

Artificial IntelligenceMetaversedigital twin
0 likes · 16 min read
What Does the Metaverse Really Mean? Insights from Microsoft China’s CTO
DataFunSummit
DataFunSummit
Oct 10, 2021 · Artificial Intelligence

Advances in Knowledge Graph Construction and Applications at Alibaba's AliMe

This article presents Alibaba's AliMe team’s year‑long progress on knowledge graphs, covering the basics of knowledge graphs, domain‑specific and multi‑modal graph construction techniques, practical e‑commerce applications such as dialogue‑driven recommendation, virtual‑anchor script generation, and key takeaways for future research.

Artificial IntelligenceKnowledge GraphMulti-modal
0 likes · 24 min read
Advances in Knowledge Graph Construction and Applications at Alibaba's AliMe
DataFunSummit
DataFunSummit
Oct 4, 2021 · Artificial Intelligence

Intelligent Risk Control Practices and Architecture by Shumei Technology

This article presents Shumei Technology's comprehensive approach to fraud prevention, detailing the scale of black‑market losses, typical abuse scenarios, challenges of traditional defenses, and the design of a full‑stack, AI‑driven risk control system that combines device, behavior, and content detection with real‑time, multi‑cluster deployment and case studies from banking and live‑stream platforms.

Artificial Intelligencefraud detectioninformation security
0 likes · 24 min read
Intelligent Risk Control Practices and Architecture by Shumei Technology
Architects' Tech Alliance
Architects' Tech Alliance
Oct 4, 2021 · Industry Insights

Key Technologies and Trends Powering Enterprise Digital Transformation

This article outlines the concept of enterprise digital transformation, detailing network evolution, platform‑centric infrastructure, business deconstruction, customer‑focused data value creation, and the importance of measurable value improvement as a core metric for successful digital change.

Artificial IntelligenceCloud ComputingDigital Transformation
0 likes · 7 min read
Key Technologies and Trends Powering Enterprise Digital Transformation
DataFunSummit
DataFunSummit
Sep 30, 2021 · Artificial Intelligence

Transfer Learning for Financial Risk Control: Theory, Methods, and Empirical Results

This article introduces the fundamentals of transfer learning, formalizes its theoretical foundations, and demonstrates how multi‑task learning and domain adaptation techniques can be applied to financial risk control to overcome label scarcity, distribution shift, and improve model performance.

Artificial IntelligenceDomain AdaptationFinancial Risk Control
0 likes · 17 min read
Transfer Learning for Financial Risk Control: Theory, Methods, and Empirical Results
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Sep 29, 2021 · Game Development

Understanding the Metaverse: Origins, Hype, Definition, and Underlying Technologies

The article traces the Metaverse from its literary origin in Neal Stephenson's 1992 novel, explains the current investment frenzy by major tech firms, defines the concept through examples like the Oasis and Roblox's eight attributes, and outlines the key technologies—5G, edge computing, VR/AR/MR, blockchain, and AI—required to realize it while highlighting cost challenges.

5GARArtificial Intelligence
0 likes · 6 min read
Understanding the Metaverse: Origins, Hype, Definition, and Underlying Technologies
macrozheng
macrozheng
Sep 28, 2021 · Fundamentals

What Is the Metaverse? Origins, Hype, and the Tech Powering Its Future

From its debut in Neal Stephenson’s 1992 novel to today’s corporate frenzy, the Metaverse—defined by immersive virtual worlds, identity, social and economic systems—relies on emerging technologies like 5G, VR/AR, edge computing, blockchain, and AI, yet faces significant cost and implementation challenges.

5GArtificial IntelligenceMetaverse
0 likes · 6 min read
What Is the Metaverse? Origins, Hype, and the Tech Powering Its Future
Volcano Engine Developer Services
Volcano Engine Developer Services
Sep 25, 2021 · Artificial Intelligence

Cutting‑Edge AI from ByteDance & OPPO: Audio, NLP, and Translation

The ByteDance Engine Developer Community Meetup featured senior engineers from ByteDance and OPPO who presented the latest advances in intelligent audio signal processing, natural language processing for recommendation, entity linking in knowledge graphs, and multimedia machine translation, highlighting practical applications and performance challenges.

Artificial IntelligenceKnowledge GraphNatural Language Processing
0 likes · 4 min read
Cutting‑Edge AI from ByteDance & OPPO: Audio, NLP, and Translation
Python Programming Learning Circle
Python Programming Learning Circle
Sep 16, 2021 · Artificial Intelligence

10 Creative Python Project Ideas to Boost Your Skills

This article presents ten diverse Python project concepts—including voice‑controlled GUIs, AI betting and trading bots, a virtual assistant, concert monitoring, automatic SSL renewal, facial recognition, contact tracing, file organization, and YouTube career‑path aggregation—to help developers practice and expand their programming and artificial‑intelligence expertise.

Artificial IntelligenceData Analysisproject ideas
0 likes · 11 min read
10 Creative Python Project Ideas to Boost Your Skills
DataFunSummit
DataFunSummit
Sep 14, 2021 · Artificial Intelligence

Knowledge Representation Learning for Knowledge Graphs: Business Overview, Algorithms, and Applications

This article presents an overview of Xiaomi's knowledge graph platform, introduces text‑augmented knowledge representation learning methods such as Jointly and DKRL, and details their practical applications in entity linking, entity recommendation, and knowledge graph completion within AI‑driven services.

Artificial IntelligenceKnowledge Graphentity linking
0 likes · 20 min read
Knowledge Representation Learning for Knowledge Graphs: Business Overview, Algorithms, and Applications
Architects Research Society
Architects Research Society
Sep 6, 2021 · Artificial Intelligence

Comparison of Deep Learning Software Frameworks

This article provides an overview of deep learning as a branch of artificial intelligence and presents detailed tables comparing numerous deep‑learning software frameworks and libraries, covering their creators, release dates, licenses, platforms, languages, APIs, and support for parallelism and hardware acceleration.

Artificial IntelligenceFrameworksdeep learning
0 likes · 8 min read
Comparison of Deep Learning Software Frameworks
Laravel Tech Community
Laravel Tech Community
Sep 5, 2021 · Artificial Intelligence

Comprehensive Collection of Open Data Sources and Datasets for AI and Data Analysis

This article provides a curated list of publicly available data query websites, simple universal datasets, large-scale collections, and specialized datasets for machine learning, image classification, text classification, and recommendation systems, offering valuable resources for AI research and data-driven projects.

Artificial Intelligencebig datadatasets
0 likes · 7 min read
Comprehensive Collection of Open Data Sources and Datasets for AI and Data Analysis
DataFunTalk
DataFunTalk
Sep 3, 2021 · Artificial Intelligence

Construction and Application of an Interest Point Graph for Content Understanding in Information Feed Recommendation

This article explains how large‑scale UGC data is used to build a multi‑type interest point graph, describes the mining, hierarchical and associative relationship extraction methods, and demonstrates how the graph improves content understanding and recommendation accuracy while mitigating filter‑bubble effects.

Artificial IntelligenceGraph Neural NetworksInformation Retrieval
0 likes · 25 min read
Construction and Application of an Interest Point Graph for Content Understanding in Information Feed Recommendation
Xueersi 1-on-1 Technology Team
Xueersi 1-on-1 Technology Team
Aug 24, 2021 · Artificial Intelligence

How AI is Transforming Personalized Education: Highlights from IJCAI 2021

The IJCAI 2021 Education AI symposium, organized by TAL with leading universities, showcased global experts discussing AI-driven personalized teaching, from precise content recommendation and automatic material creation to real‑time classroom analytics, highlighting how AI transforms education through data‑rich, student‑centered learning experiences.

AI in EducationArtificial IntelligenceEducation Technology
0 likes · 7 min read
How AI is Transforming Personalized Education: Highlights from IJCAI 2021
DataFunTalk
DataFunTalk
Aug 16, 2021 · Artificial Intelligence

Intelligent Risk Control in Live Streaming: Architecture, Challenges, and Model Evolution at Douyu

This article presents Douyu's intelligent risk‑control system for live streaming, detailing the operational, activity, traffic, account, transaction and content safety challenges, the multi‑layer algorithm architecture, and the evolution of models for spam detection, risk scoring, gang identification, behavior sequencing, device fingerprinting, and interpretability.

Artificial Intelligencefraud detectionlive streaming
0 likes · 13 min read
Intelligent Risk Control in Live Streaming: Architecture, Challenges, and Model Evolution at Douyu
JD Tech Talk
JD Tech Talk
Aug 3, 2021 · Artificial Intelligence

Design and Architecture of an AI Algorithm Model Trading Platform

The article analyzes the background and challenges of AI model development and sharing, outlines the limitations of existing approaches, and proposes a comprehensive AI algorithm model trading platform that treats models as assets, detailing its construction ideas, overall architecture, and the processes for personal developers and AI service providers to publish and monetize models.

AIArtificial IntelligenceModel Marketplace
0 likes · 14 min read
Design and Architecture of an AI Algorithm Model Trading Platform
ByteFE
ByteFE
Aug 2, 2021 · Artificial Intelligence

An Overview of Artificial Intelligence, Machine Learning, and Neural Networks

This article provides a beginner‑friendly overview of artificial intelligence, its relationship with machine learning, the four major learning paradigms—supervised, unsupervised, semi‑supervised and reinforcement learning—along with a historical sketch of neural networks, their training workflow, loss functions, back‑propagation, and parameter‑update mechanisms, while also containing a brief recruitment notice.

Artificial IntelligenceUnsupervised Learningdeep learning
0 likes · 18 min read
An Overview of Artificial Intelligence, Machine Learning, and Neural Networks
Open Source Linux
Open Source Linux
Jul 31, 2021 · Cloud Computing

Top Cloud Computing Trends to Watch in 2021: Hybrid, Edge, Serverless & More

2021’s cloud landscape is shaped by hybrid cloud’s flexibility, edge computing’s low‑latency processing, serverless architectures that offload infrastructure, AI/ML integration, rising cloud gaming demand, and cloud‑native application development, all driving businesses toward more agile, secure, and cost‑effective solutions.

Artificial IntelligenceCloud ComputingServerless
0 likes · 7 min read
Top Cloud Computing Trends to Watch in 2021: Hybrid, Edge, Serverless & More
DataFunTalk
DataFunTalk
Jul 31, 2021 · Artificial Intelligence

Construction and Application of Retail Product Knowledge Graph at Meituan

This article details Meituan's development of a multi‑level, multi‑dimensional retail product knowledge graph, covering its background in new retail, hierarchical design, attribute modeling, challenges, efficiency improvements, human‑machine collaboration, and its impact on search, recommendation and both C‑ and B‑side services.

Artificial IntelligenceKnowledge GraphMeituan
0 likes · 25 min read
Construction and Application of Retail Product Knowledge Graph at Meituan
Architects' Tech Alliance
Architects' Tech Alliance
Jul 29, 2021 · Big Data

Alibaba's Data Platform Evolution: Four Stages, Core Challenges, and Future Trends

The article outlines Alibaba's twelve‑year journey of building a data middle platform, describing four development stages, the technical challenges faced, and emerging trends such as lake‑warehouse integration, autonomous data‑warehouse operation, natural‑language query, and AI engineering.

Artificial IntelligenceCloud Computingdata governance
0 likes · 17 min read
Alibaba's Data Platform Evolution: Four Stages, Core Challenges, and Future Trends
Architects' Tech Alliance
Architects' Tech Alliance
Jul 23, 2021 · Artificial Intelligence

2021 Overview of China’s Data Processing Unit (DPU) Industry

The article provides a comprehensive analysis of China’s DPU market in 2021, covering DPU definitions, classifications, technology roadmaps, industry chain, business models, key applications, competitive landscape, and future trends in data centers, edge computing, telecom, and autonomous driving.

Artificial IntelligenceChinaDPU
0 likes · 12 min read
2021 Overview of China’s Data Processing Unit (DPU) Industry