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Identifying Social Networks of Programmers using Text Mining for Code Similarity Detection
On commenting behavior of Facebook users
Privacy-Preserving Friend Recommendation in an Integrated Social Environment
AI: Opportunities and Challenges - The Optimal Exploitation of (Telecom) Corporate Data
Collaborative Partitioning for Multiple Social Networks with Anchor Nodes
A Graph based Keyword Extraction from Twitter using Node and Edge Weight
Spatiotemporal anomaly detection through visual analysis of geolocated Twitter messages
5526_The Good, the Bad, and the Unflinchingly Selfish Cooperative Decision-Making can be Predicted with high Accuracy when using only Three Behavioral Type
Legal and ethical implications of mobile live-streaming video apps
Compliance of the LinkedIn Privacy Policy with the Principles of the ISO 29100:2011 Standard
Wallop: designing social software for co-located social networks
VIP delegation: Enabling VIPs to offload data in wireless social mobile networks
An SNS Based on Implicit Beneficial Social Relations in A Regional Community
Health Multimedia: Lifestyle Recommendations Based on Diverse Observations
Inferring User Profiles in Online Social Networks Using a Partial Social Graph
5534_Extension of Semantic Based Urdu Linguistic Resources Using Natural Language Processing.
5535_A Creative Approach to Educational Computing - Key incidents in a typical life cycle.
Digitalization in Sports to Connect Child’s Sport Clubs, Parents and Kids: Simple Solution for Tackling Social and Psychological Issues
The calendar as a sensor: analysis and improvement using data fusion with social networks and location
Inferring Social Influence of anti-Tobacco mass media campaigns
Semi-supervised policy recommendation for online social networks
Traffic Event Detection Using Online Social Networks
Agriculture Management Based on LoRa Edge Computing System
Can We Estimate Others' Friendships with a Single Interaction Features on Twitter?
Towards Reliable Missing Truth Discovery in Online Social Media Sensing Applications
5546_Challenges and Limitations of Internet of Things Enabled Healthcare in COVID-19.
Engineering Socially-Aware Systems and Applications
Speakers’ Language Characteristics Analysis of Online Educational Videos
Cage and floating-raft aquaculture (CFRA) in China's offshore waters has been rapidly expanding. Mapping the spatial distribution of such large-scale CFRA is the basis for studying and controlling impacts of aquaculture on the environment, and further optimizing CFRA spatial arrangement. Supporting by Google Earth Engine (GEE) platform, this paper took China's coastal areas as study region, and applied machine learning methods to extract CFRA from Sentinel-2 remote sensing big data. Firstly, according to the characteristics of CFRA, images with cloud-free in April, 2020 were selected and the sea area within 30 kilometers away from the coastline was determined as study area. Secondly, the random forest (RF) and support vector machine (SVM) classification algorithms were utilized to extract CFRA with sample set. Finally, on the basis of accuracy test, spatial distribution characteristics of CFRA were analyzed in ArcMap. The results show: (1) Compared with SVM, RF can obtain higher classification accuracies with 0.945 of overall accuracy and 0.904 of Kappa coefficient; (2) Large-scale CFRA are distributed in the bays of Liaoning, Shandong and Fujian Province, as well as around the islands of Zhejiang, Fujian Province; (3) Large-scale CFRA are often distributed around small islands in the south while around ports in the north; (4) The CFRA areas in Fujian and Shandong rank first and second, occupying 29% and 23%, respectively, of the total CFRA area
Evaluating the perception of group emotion from full body movements in the context of virtual crowds