Full Description
This book constitutes the refereed proceedings of the 17th Asia-Pacific Conference APWeb 2015 held in Guangzhou, China, in September 2015.
The 67 full papers and presented together with 3 industrial track papers and 7 demonstration track papers were carefully reviewed and selected from 146 submissions. The papers cover a wide spectrum of Web-related data management problems, and provide a thorough view on the rapid advances of technical solutions.
Contents
On The
Marriage of SPARQL and Keywords.- An Online Inference Algorithm for Labeled
Latent Dirichlet Allocation.- Efficient Buffer Management for PCM-Enhanced
Hybrid Memory Architecture.- Efficient Location-dependent Skyline Queries in Wireless
Broadcast Environments.- Distance and Friendship: A Distance-based Model for
Link Prediction in Social Networks.- Multi-Label Emotion Tagging for Online
News by Supervised Topic Model.- Distinguishing Specific and Daily topics.- Matching
Reviews to Object Based on 2-Stage CRF.- Discovering Restricted Regular
Expressions with Interleaving.- Efficient Algorithms for Distance-based
Representative Skyline Computation in 2D Space.- Trustworthy Collaborative
Filtering through Downweighting Noise and Redundancy.- A Co-Ranking Framework
to Select Optimal Seed Set for Influence Maximization in Heterogeneous Network.-
Hashtag Sense Induction Based on Co-Occurrence Graphs.- Hybrid-LSH for
Spatio-Textual Similarity Queries.- Sleep Quality Evaluation of Active
Microblog Users.- Distributed XML Twig Query Processing using MapReduce.- Sentiment
Word Identification with Sentiment Contextual Factors.- Large-Scale Graph
Classification based on Evolutionary Computation with Map Reduce.- Multiple
Attribute Aware Personalized Ranking.- Knowledge Base Completion Using Matrix
Factorization.- MATAR: Keywords Enhanced Multi-Label Learning for Tag
Recommendation.- Reverse Direction-based Surrounder Queries.- Learning to Hash
for Recommendation with Tensor Data.- Spare Part Demand Prediction based on
Context-aware Matrix Factorization.- Early Outbreak Detection in Social
Networks.- Location Sensitive Friend Recommendation in Social Network.- A
Compression-Based Filtering Mechanism in Content-Based Publish/Subscribe System.-
Sentiment Classification for Chinese Product Reviews Based on Semantic
Relevance of Phrase.- Overlapping Schema Summarization based on Multi-label
Propagation.- Analysis of Subjective City Happiness Index Based on Large Scale
Microblog Data.- Tree-Based Metric Learning for Distance Computation in Data
Mining.- GSCS - Graph Stream Classification with Side Information.- A
Supervised Parameter Estimation Method of LDA.- Learning Similarity Functions
for Urban Events Detection by Mining Hotline Phone Records.- Answering Spatial
Approximate Keyword Queries on Disks.- Hashing Multi-Instance Data from Bag and
Instance Level.- A Multi-news Timeline Summarization Algorithm Based on Aging
Theory.- Extended Strategies for Document Clustering with Word Co-occurrences.-
A Lightweight Evaluation Framework for Table Layouts in MapReduce Based Query
Systems.- An Extended Graph-based Label Propagation Method for Readability
Assessment.- Simple is Beautiful: An Online Collaborative Filtering
Recommendation Solution with Higher Accuracy.- Random-based Algorithm for
Efficient Entity Matching.- A New Similarity Measure Between Semantic
Trajectories based on Road Networks.- Effective Citation Recommendation by
Unbiased Reference Priority Recognition.- UserGreedy: Exploiting the Activation
Set to Solve Influence Maximization Problem.- AILabel: A Fast Interval Labeling
Approach for Reachability Query on Very Large Graphs.- Graph-based Hybrid
Recommendation Using Random Walk and Topic Modeling.- RDQS: A Relevant and
Diverse Query Suggestion Generation Framework.- Minimizing the cost to win
competition in social network.- Ad Dissemination Game in Ephemeral Networks.- User
Generated Content Oriented Chinese Taxonomy Construction.- Mining Weighted
Frequent Itemsets with the Recency Constraint.- Boosting Explicit Semantic
Analysis by Clustering Paragraph Vectors of Wikipedia Articles.- Research on
Semantic Disambiguation in Treebank.- PDMA: A Probabilistic Framework for Diversifying
Recommendation Lists.- User Behavioral Context-Aware Service Recommendation for
Personalized Mashups in Pervasive Environments.- On Coherent Indented Tree
Visualization of RDF Graphs.- Online Feature Selection based on
Passive-Aggressive Algorithm with Retaining Features.- Online Personalized
Recommendation Based on Streaming Implicit User Feedback.- A Self-Learning
Rule-based Approach for Sci-tech Compound Phrase Entity Recognition.- Batch
Mode Active Learning For Geographical Image Classification.- A Multi-view
Retweeting Behaviors Prediction in Social Networks.- Probabilistic Frequent
Pattern Mining by PUH-Mine.- A Secure and Efficient Framework for Privacy
Preserving Social Recommendation.- DistDL: A Distributed Deep Learning Service Schema with GPU Accelerating.- A Semi-Supervised Solution for Cold Start Issue on Recommender Systems.- Hybrid Cloud Deployment of an ERP-based Student Administration System.- A Benchmark Evaluation of Enterprise Cloud Infrastructure.- A Fast Data Ingestion and Indexing Scheme for Real-time Log Analytics.- A Fair Data Market System with Data Quality Evaluation and Repairing Recommendation.- HouseIn: A Housing Rental Platform with Non-Redundant Information Integrated from Multiple Sources.- ONCAPS: An Ontology-based Car Purchase Guiding System.- A Multiple Trust Paths Selection Tool in Contextual Online Social Networks.- EPEMS: An Entity Matching System For E-Commerce Products.- PPS-POI-Rec: A Privacy Preserving Social Point-of-Interest Recommender System.- Incorporating Contextual Information into a Mobile Advertisement Recommender System.
