Collaborate Computing: Networking, Applications and Worksharing: 12th International Conference, CollaborateCom 2016, Beijing, China, November 10–11, 2016, Proceedings

Description

This book constitutes the thoroughly refereed proceedings of the 12th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2016, held in Beijing, China, in November 2016. The 66 papers presented were carefully reviewed and selected from 116 submissions and focus on topics such as: participatory sensing, crowdsourcing, and citizen science; architectures, protocols, and enabling technologies for collaborative computing networks and systems; autonomic computing and quality of services in collaborative networks, systems, and applications; collaboration in pervasive and cloud computing environments; collaboration in data-intensive scientific discovery; collaboration in social media; big data and spatio-temporal data in collaborative environments/systems; collaboration techniques in data-intensive computing and cloud computing. Front Matter....Pages I-XIV Front Matter....Pages 1-1 Web APIs Recommendation for Mashup Development Based on Hierarchical Dirichlet Process and Factorization Machines....Pages 3-15 A Novel Hybrid Data Mining Framework for Credit Evaluation....Pages 16-26 Parallel Seed Selection for Influence Maximization Based on k-shell Decomposition....Pages 27-36 The Service Recommendation Problem: An Overview of Traditional and Recent Approaches....Pages 37-47 Gaussian LDA and Word Embedding for Semantic Sparse Web Service Discovery....Pages 48-59 Quality-Assure and Budget-Aware Task Assignment for Spatial Crowdsourcing....Pages 60-70 Collaborative Prediction Model of Disease Risk by Mining Electronic Health Records....Pages 71-82 An Adaptive Multiple Order Context Huffman Compression Algorithm Based on Markov Model....Pages 83-93 Course Relatedness Based on Concept Graph Modeling....Pages 94-103 Rating Personalization Improves Accuracy: A Proportion-Based Baseline Estimate Model for Collaborative Recommendation....Pages 104-114 A MapReduce-Based Distributed SVM for Scalable Data Type Classification....Pages 115-126 A Method of Recovering HBase Records from HDFS Based on Checksum File....Pages 127-139 A Continuous Segmentation Algorithm for Streaming Time Series....Pages 140-151 Geospatial Streams Publish with Differential Privacy....Pages 152-164 A More Flexible SDN Architecture Supporting Distributed Applications....Pages 165-174 Real-Time Scheduling for Periodic Tasks in Homogeneous Multi-core System with Minimum Execution Time....Pages 175-187 Sweets: A Decentralized Social Networking Service Application Using Data Synchronization on Mobile Devices....Pages 188-198 LBDAG-DNE: Locality Balanced Subspace Learning for Image Recognition....Pages 199-210 Collaborative Communication in Multi-robot Surveillance Based on Indoor Radio Mapping....Pages 211-220 How to Win Elections....Pages 221-230 Front Matter....Pages 1-1 Research on Short-Term Prediction of Power Grid Status Data Based on SVM....Pages 231-241 An Effective Buffer Management Policy for Opportunistic Networks....Pages 242-251 Runtime Exceptions Handling for Collaborative SOA Applications....Pages 252-261 Data-Intensive Workflow Scheduling in Cloud on Budget and Deadline Constraints....Pages 262-272 PANP-GM: A Periodic Adaptive Neighbor Workload Prediction Model Based on Grey Forecasting for Cloud Resource Provisioning....Pages 273-285 Dynamic Load Balancing for Software-Defined Data Center Networks....Pages 286-301 A Time-Aware Weighted-SVM Model for Web Service QoS Prediction....Pages 302-311 An Approach of Extracting Feature Requests from App Reviews....Pages 312-323 QoS Prediction Based on Context-QoS Association Mining....Pages 324-332 Collaborate Algorithms for the Multi-channel Program Download Problem in VOD Applications....Pages 333-342 Service Recommendation Based on Topics and Trend Prediction....Pages 343-352 Real-Time Dynamic Decomposition Storage of Routing Tables....Pages 353-362 Routing Model Based on Service Degree and Residual Energy in WSN....Pages 363-372 Abnormal Group User Detection in Recommender Systems Using Multi-dimension Time Series....Pages 373-383 Dynamic Scheduling Method of Virtual Resources Based on the Prediction Model....Pages 384-396 A Reliable Replica Mechanism for Stream Processing....Pages 397-407 Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems....Pages 408-417 Energy-and-Time-Saving Task Scheduling Based on Improved Genetic Algorithm in Mobile Cloud Computing....Pages 418-428 A Novel Service Recommendation Approach Considering the User’s Trust Network....Pages 429-438 3-D Design Review System in Collaborative Design of Process Plant....Pages 439-450 Front Matter....Pages 451-451 Review of Heterogeneous Wireless Fusion in Mobile 5G Networks: Benefits and Challenges....Pages 453-461 Optimal Control for Correlated Wireless Multiview Video Systems....Pages 462-467 A Grouping Genetic Algorithm for Virtual Machine Placement in Cloud Computing....Pages 468-473 Towards Scheduling Data-Intensive and Privacy-Aware Workflows in Clouds....Pages 474-479 Spontaneous Proximity Clouds: Making Mobile Devices to Collaborate for Resource and Data Sharing....Pages 480-489 E-commerce Blockchain Consensus Mechanism for Supporting High-Throughput and Real-Time Transaction....Pages 490-496 Security Testing of Software on Embedded Devices Using x86 Platform....Pages 497-504 DRIS: Direct Reciprocity Based Image Score Enhances Performance in Collaborate Computing System....Pages 505-513 Research on Ant Colony Clustering Algorithm Based on HADOOP Platform....Pages 514-520 Recommendflow: Use Topic Model to Automatically Recommend Stack Overflow Q&A in IDE....Pages 521-526 CrowdEV: Crowdsourcing Software Design and Development....Pages 527-532 Cloud Computing-based Enterprise XBRL Cross-Platform Collaborated Management....Pages 533-539 Alleviating Data Sparsity in Web Service QoS Prediction by Capturing Region Context Influence....Pages 540-556 A Participant Selection Method for Crowdsensing Under an Incentive Mechanism....Pages 557-562 A Cluster-Based Cooperative Data Transmission in VANETs....Pages 563-568 Accurate Text Classification via Maximum Entropy Model....Pages 569-576 Back-Propagation Neural Network for QoS Prediction in Industrial Internets....Pages 577-582 AndroidProtect: Android Apps Security Analysis System....Pages 583-594 Improvement of Decision Tree ID3 Algorithm....Pages 595-600 A Method on Chinese Thesauri....Pages 601-608 Front Matter....Pages 451-451 Formal Modelling and Analysis of TCP for Nodes Communication with ROS....Pages 609-614 On Demand Resource Scheduler Based on Estimating Progress of Jobs in Hadoop....Pages 615-626 Investigation on the Optimization for Storage Space in Register-Spilling....Pages 627-633 An Improvement Direction for the Simple Random Walk Sampling: Adding Multi-homed Nodes and Reducing Inner Binate Nodes....Pages 634-641 Detecting False Information of Social Network in Big Data....Pages 642-651 Front Matter....Pages 653-653 Image Location Algorithm by Histogram Matching....Pages 655-664 Generate Integrated Land Cover Product for Regional Climate Model by Fusing Different Land Cover Products....Pages 665-675 Front Matter....Pages 677-677 A Novel Social Search Model Based on Clustering Friends in LBSNs....Pages 679-689 Services Computing for Big Data: Challenges and Opportunities....Pages 690-696 Back Matter....Pages 697-699