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Chapter and Conference Paper
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation
Graph neural networks (GNNs), as a group of powerful tools for representation learning on irregular data, have manifested superiority in various downstream tasks. With unstructured texts represented as concept...
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Chapter and Conference Paper
An Exploration of Design Cues for Heuristic-Based Decision-Making About Information Sharing
We report an exploratory study of web application interface cues that were designed to trigger cognitive heuristics thought to influence personal information disclosure. Building from prior work focused on ide...
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Chapter and Conference Paper
Corpus-Based Correlational Study of Terms and Quality in Business English Writing
One of the most important tasks in automated essay scoring (AES) is feature selection. Terms are indispensable in Business English (BE) writing. In order to analyze the possibility of involving terms in BE wri...
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Chapter and Conference Paper
A Preliminary Study of Smart Seat Cushion Design
With the development of economy and the increase of social pressure, the proportion of working time for people is increasing year by year, which directly leads to the continuous expansion of the number of sede...
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Chapter and Conference Paper
Proposal and Evaluation of an SNS-Based Model for Learning of English as a Foreign Language
In China, the traditional EFL (English as a foreign language) learning model does not meet the need of talent cultivation for lack of an authentic English environment and continuous practice. This study propos...
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Chapter and Conference Paper
Sleep Stages Classification Using Neural Networks with Multi-channel Neural Data
Recent studies on sleep reveal its importance not only on body functioning but also in brain and cognition health. As the development of wearable smart devices, neural data such as electroencephalogram (EEG) b...
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Chapter and Conference Paper
Parallel Triangle Counting over Large Graphs
Counting the number of triangles in a graph is significant for complex network analysis. However, with the rapid growth of graph size, the classical centralized algorithms can not process triangle counting eff...
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Chapter and Conference Paper
Interaction Design Research of Home Integrated Ceiling Based on Neo-Ergonomics
With the emergence of intelligent home furnishing concept by the Internet and Internet of things, different industry convergence is increasing. As interactive environment products, the furnishing integrated ce...
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Chapter and Conference Paper
Shortest Path Computation over Disk-Resident Large Graphs Based on Extended Bulk Synchronous Parallel Methods
The Single Source Shortest Path (SSSP) computation over large graphs has raised significant challenges to the memory capacity and processing efficiency. Utilizing disk-based parallel iterative computing is an ...
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Chapter and Conference Paper
Computing the Split Points for Learning Decision Tree in MapReduce
The explosive growth of Data is bringing more and more challenges and opportunities to data mining. In data mining, learning decision tree is a common method, in which determining split points is the key probl...
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Chapter and Conference Paper
Real-Time Markerless Hand Gesture Recognition with Depth Camera
This paper presents a novel method for markerless hand gesture recognition with a recently developed depth sensor. The proposed method encompasses a collection of techniques that enable the modeling and recogn...
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Chapter and Conference Paper
Interactive Virtual Try-On Based on Real-Time Motion Capture
In this paper, we present an augmented reality system for interactive virtual try-on of garments based on real-time motion capture. The system uses a commodity depth sensor to obtain depth images and joint mot...
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Chapter and Conference Paper
Location Based Robust Audio Watermarking Algorithm for Social TV System
There is a big gap between TV and social network in conventional Social Networking Services. The mobile terminals cannot get the interactive URL from TV broadcasting automatically and the social network cannot...
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Chapter and Conference Paper
MRQSim: A Moving Range Query Simulation Platform in Spatial Networks
In this paper, we present our system MRQSim to efficiently conduct the continuous range query in the simulated road network environment when the query object moves. We propose two kinds of query types and cons...
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Chapter and Conference Paper
AutoBayesian: Develo** Bayesian Networks Based on Text Mining
Bayesian network is a widely used tool for data analysis, modeling and decision support in various domains. There is a growing need for techniques and tools which can automatically construct Bayesian networks ...
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Chapter and Conference Paper
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams
In this demo, we present the StreamFitter system for real-time linear regression analysis on continuous data streams. In order to perform regression on data streams, it is necessary to continuously update the ...
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Chapter and Conference Paper
Failures of a Business Process in Enterprise Systems
A business process model typically describes a desired flow of events in an ideal environment. However, the reality tends to be more complicated than what is designed in the model. During the execution of busi...
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Chapter and Conference Paper
Classify Uncertain Data with Decision Tree
This demo presents a decision tree based classificationsystem for uncertain data. Decision tree is a commonlyused data classification technique. Tree learning algorithms cangenerate decision tree models from a...
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Chapter and Conference Paper
The User’s Emotional Elements Research of Mobile Network Products Development Guided by User Experience
In the whole products process of enterprise-class, the product definition decides the product’s “gene”. By way of in-depth research on user experience and behavior, our brand strategy, product planning and pro...
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Chapter and Conference Paper
wNeighbors: A Method for Finding k Nearest Neighbors in Weighted Regions
As the fundamental application of Location Based Service (LBS), k nearest neighbors query has received dramatic attention. In this paper, for the first time, we study how to monitor the weighted k nearest neighbo...