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Internet
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Knowledge Graph
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Financial Risk Control
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Urban Industry
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Enterprise IT
Internet
Suitable for mining valuable information from large and complex social networks.
Advantages
Friend, Product, and Information Recommendation
Provides personalized and precise recommendations based on friend relationships, user profiles, behavior similarities, product similarities, and propagation paths.
User Grouping
Groups users based on their profiles, behavior similarities, or relationships to facilitate precise user group management.
Abnormal Behavior Analysis
Analyzes user behavior, partner relationships, and account/IP login information to detect abnormal behavior, minimizing losses due to fraud.
Public Opinion and Social Listening
Identifies opinion leaders and hot topics by analyzing propagation paths and relationships, enhancing the quality of public opinion analysis.
Knowledge Graph
GES-based knowledge graphs integrate various kinds of heterogeneous data, enabling larger graph scales and higher performance.
Advantages
Massive Storage
Integrates and stores billions of heterogeneous data points as vertices and edges in graphs.
Quick Correlation Query
Optimized to process thousands of graph queries, returning accurate results within seconds.
Knowledge Classification
Combines similar knowledge points based on graph-based analysis and computing to implement knowledge disambiguation.
Learning Path Identification and Recommendation
Identifies and recommends learning paths based on learning relationships between data points.
Financial Risk Control
GES graph queries help detect fraudulent user behavior, minimizing potential financial risks.
Advantages
Real-Time Fraud Detection
Identifies users who share the same personal information such as email addresses or IP addresses and highlights cases of known or potential fraud.
Group Detection
Groups users based on interpersonal relationship analysis to identify abnormal groups.
Missing Person Tracking
Tracks missing people based on various relationships.
Urban Industry
Helps customers adjust the pressure and balance loads of urban roads or pipelines (such as water, gas, power, and oil pipelines) to facilitate refined control over traffic networks and pipelines.
Advantages
Pipeline Pressure Adjustment
Helps analyze traffic pressure of the entire pipeline network based on the real-time pipeline monitoring data.
Urban Road Network Control
Analyzes traffic congestion of the entire urban road network according to the traffic, road network, and intersection monitoring information to improve traffic light control.
Route Planning
Helps plan routes based on people and vehicle requests in real time, increasing the seat occupancy rate and reducing operation costs.
Enterprise IT
Provides intelligent device monitoring and management for your entire network and IT infrastructure.
Advantages
Network Planning
Facilitates network planning by determining impacts of faulty nodes, and recommends backup routers for nodes bearing heavy loads.
Fault Cause Analysis
Quickly locates the root cause of any network or infrastructure fault.
IT Infrastructure Management
Provides visual relationships of network devices, including device and resource statuses, for more efficient O&M.
Functions
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Extensive Algorithms
Supports the PageRank, K-core, Shortest Path, Label Propagation, Triangle Count, Link Prediction, and many other algorithms.
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Visualized Graph Analysis
Provides wizard-based exploration environment and visualized query results.
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Query/Analysis APIs
Provides APIs for graph query, metrics statistics, Gremlin query, graph algorithms, and graph and backup management.
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Compatibility
Compatible with open source Apache TinkerPop Gremlin 3.3.0.
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Graph Management
Provides the GES overview, graph management, graph backup, and metadata management functions.
