Commerce TRIZ Cases
- Automated Product Delivery System with Center Server Coordination
Center server coordinates store loading and driver dispatch, eliminating manual scheduling bottlenecks in logistics operations.
- Multimodal Sequential Recommendation Window Co-Attention
Window co-attention generates aggregated information encodings from content item sequences and multimodal data.
- Asynchronous Pricing Engine Segmentation for Scalability
Asynchronous pricing service subdivides large data sets into independent jobs for parallel execution.
- Battery-less IoT Tag for Real-time Product Pick-up Sensing
Battery-less IoT tags eliminate maintenance costs by harvesting RF energy to detect product pick-ups and deliver real-time analytics.
- MoE Prediction Model for Multi-Task Recommendation
Sparse MoE framework with dynamic task routing resolves training speed degradation when scaling multi-task recommendations.
- VR Payment Authentication via Randomized Icon Interface
Randomized character arrangement on a virtual keyboard prevents shoulder surfing attacks while maintaining user immersion in the VR environment.
- Replaced Device Handler Automates Smart Phone Resale Listings
A replaced device handler detects smart phone swaps and auto-populates resale listings with sensor data.
- Online Shopping Price Tag System for Dynamic Reverse Auction Pricing
An online shopping support apparatus embeds price tags into exhibitor webpages to facilitate dynamic reverse auctions.
- Dynamic Bid Increment Adjustment for Online Auctions
A bid increment determination sub-system adjusts auction parameters based on real-time activity metrics.
- Reverse Real Estate Search GUI for Anonymous Buyer Identification
Interactive graphical user interface enables sellers to identify potential buyers through dynamic profile filtering while maintaining complete anonymity.
- Dynamic File Generation for New Product Demand Forecasting
A dynamic file generation system creates editable CSV files from historical product data to support new product demand forecasting.
- Lease Management Marketplace Social Network
Automated text recognition extracts structured data from physical lease documents to resolve manual entry errors and improve rental market communication.