从www2007看近两年web热点

从 www2007上的论文，我们可以大致看出来，近两年的热点(学术和商业)在数据挖掘、搜索以及与语义网方面。关于语义网，我个人更多的理解是现在半结构化甚至无结构化的www在某种程度上阻碍着很多东西的实现，而语义网则是在寻找一种突破。

• Track: Browsers and User Interfaces
  • Session: Personalization
    • Homepage Live: Automatic Block Tracing for Web Personalization
    • Open User Profiles for Adaptive News Systems: Help or Harm?
    • Investigating Behavioral Variability in Web Search
  • Session: Smarter Browsing
    • CSurf: A Context-Driven Non-Visual Web-Browser
    • GeoTracker: Geospatial and Temporal RSS Navigation
    • Learning Information Intent via Observation
• Track: Data Mining
  • Session: Mining in Social Networks
    • Wherefore Art Thou R3579X? Anonymized Social Networks Hidden Patterns and Structural Steganography
    • Information Flow Modeling based on Diffusion Rate for Prediction and Ranking
    • NetProbe: A Fast and Scalable System for Fraud Detection in Online Auction Networks
  • Session: Mining Textual Data
    • Summarizing Email Conversations with Clue Words
    • Organizing and Searching the World Wide Web of Facts - Step Two: Harnessing the Wisdom of the Crowds
    • Do Not Crawl in the DUST: Different URLs with Similar Text
  • Session: Predictive Modeling of Web Users
    • Demographic Prediction based on User’s Browsing Behavior
    • Why We Search? Visualizing and Predicting User Behavior
    • Topic Sentiment Mixture: Modeling Facets and Opinions in Weblogs
  • Session: Identifying Structure in Web Pages
    • Page-level Template Detection via Isotonic Smoothing
    • Towards Domain Independent Information Extraction from Web Tables
    • Web Object Retrieval
  • Session: Similarity Search
    • New Suffix Tree Similarity Measure for Document Clustering
    • Scaling Up All-Pairs Similarity Search
    • Detecting Near-Duplicates for Web Crawling

• Track: E* Applications
  •  Session: E-Communities
    • The Complex Dynamics of Collaborative Tagging
    • Expertise Networks in Online Communities: Structure and Algorithms
    • Internet-Scale Collection of Human Reviewed Data
  • Session: E-Commerce and E-Content
    • DETECTIVES: DETEcting Coalition hiT Inflation attacks in adVertising Networks Streams
    • Extraction and Search of Chemical Formulae in Text Documents on the Web
    • A Content-Driven Reputation System for the Wikipedia
• Track: Industrial Practice & Experience
  • Session: IPE
    • Google News Personalization: Scalable Online Collaborative Filtering
    • Exploring in the Weblog Space by Detecting Informative and Affective Articles
    • Spam Double-Funnel: Connecting Web Spammers with Advertisers
• Track: Performance and Scalability
  • Session: Scalable Systems for Dynamic Content
    • GlobeTP: Template-Based Database Replication for Scalable Web Applications
    • Consistency-preserving Caching of Dynamic Database Content
    • Optimized Query Planning of Continuous Aggregation Queries in Dynamic Data
    • Dissemination Networks
  • Session: Performance Engineering of Web Applications
    • A Scalable Application Placement Controller for Enterprise Data Centers
    • A Unified Platform for Data Driven Web Applictions with Automatic Client-Server Partitioning
    • Is High-Quality VoD Feasible using P2P Swarming?
• Track: Pervasive Web and Mobility
  • Session: Pervasive Web and Mobility
    • Robust Web Page Segmentation for Mobile Terminal Using Content-Distances and Page Layout Information
    • PRIVE: Anonymous Location-Based Queries in Distributed Mobile Systems
    • A Mobile Application Framework for the Geospatial Web
• Track: Search
  • Session: Crawlers
    • The Discoverability of the Web
    • Combining Classifiers to Identify Online Databases
    • An Adaptive Crawler for Locating Hidden-Web Entry Points
  • Session: Web Graph
    • Random Web Crawls
    • Extraction and classification of dense communities in the Web
    • Web Projections: Learning from Contextual Subgraphs of the Web
  • Session: Search Quality and Precision
    • Supervised Rank Aggregation
    • Navigating the intranet with high precision
    • Optimizing Web Search Using Social Annotation
  • Session: Knowledge Discovery
    • Compare&Contrast: Using the Web to Discover Comparable Cases for News Stories
    • Answering Bounded Continuous Search Queries in the World Wide Web
    • Answering Relationship Queries on the Web
  • Session: Advertisements and Click Estimates
    • Robust Methodologies for Modeling Web Click Distributions
    • Predicting Clicks: Estimating the Click-Through Rate for New Ads
    • Dynamics of bid optimization in online advertisement auctions
  • Session: Search Potpourri
    • Navigation-Aided Retrieval
    • Efficient Search Engine Measurements
    • Efficient Search in Large Textual Collections with Redundancy
  • Session: Personalization
    • Dynamic Personalized Pagerank in Entity-Relation Graphs
    • A Large-scale Evaluation and Analysis of Personalized Search Strategies
    • Privacy-Enhancing Personalized Web Search
• Track: Security, Privacy, Reliability and Ethics
  • Session: Passwords and Phishing
    • CANTINA: A Content-Based Approach to Detecting Phishing Web Sites
    • Learning to Detect Phishing Emails
    • A Large-Scale Study of Web Password Habits
  • Session: Defending Against Emerging (and Emerged) Threats
    • Defeating Script Injection Attacks with Browser-Enforced Embedded Policies
    • Subspace: Secure Cross-Domain Communication for Web Mashups
    • Exposing Private Information by Timing Web Applications
    • On Anonymizing Query Logs via Token-based Hashing
  • Session: Access Control and Trust on the Web
    • A Fault Model and Mutation Testing of Access Control Policies
    • Analyzing Web Access Control Policies
    • Compiling Cryptographic Protocols for Deployment on the Web
• Track: Semantic Web
  • Session: Ontologies
    • Yago: A Core of Semantic Knowledge - Unifying WordNet and Wikipedia
    • Ontology Summarization Based on RDF Sentence Graph
    • Just the Right Amount: Extracting Modules from Ontologies
  • Session: Similarity and Extraction
    • Measuring Semantic Similarity between Words Using Web Search Engines
    • Using Google Distance to weight approximate ontology matches
    • Hierarchical Perceptron-like Learning for Ontology-Based Information Extraction
  • Session: Query Languages and DBs
    • From SPARQL to Rules (and back)
    • SPARQ2L: Towards Support For Subgraph Extraction Queries in RDF Databases
    • Bridging the Gap Between OWL and Relational Databases
    • ActiveRDF: Object-Oriented Semantic Web Programming
  • Session: Applications
    • Towards Expressive Syndication on the Web
    • Exhibit: Light-weight Structured Data Publishing
    • Explorations in the use of Semantic Web Technologies for Product Information Management
  • Session: Semantic Web and Web 2.0
    • The two cultures — position paper
    • Analysis of Topological Characteristics of Huge Online Social Networking Services
    • P-TAG: Large Scale Automatic Generation of Personalized Annotation TAGs for the Web
• Track: Technology for Developing Regions
  •  Session: Communication in Developing Regions
    • Connecting the bottom of the pyramid: an exploratory case study of India’s rural communication environment
    • Communication as Information-Seeking: The Case for Mobile Social Software for Developing Regions
    • Optimal Audio-Visual Representations for Illiterate Users of Computers
  • Session: Networking Issues in the Web
    • Identifying and Discriminating Between Web and Peer-to-Peer Traffic in the Network Core
    • Long Distance Wireless Mesh Network Planning: Problem Formulation and Solution
    • MyXDNS: A Request Routing DNS Server With Decoupled Server Selection
• Track: Web Engineering
  • Session: Web Modeling
    • Turning portlets into services: introducing the organization profile
    • A Framework for Rapid Integration of Presentation Components
    • Integrating Value-based Requirement Engineering Models to WebML using VIP
    • Business Modeling Framework
  • Session: End-Users Perspective and Measurement in Web Engineering
    • Towards Effective Browsing of Large Scale Social Annotations
    • Supporting End-Users in the Creation of Dependable Web Clips
    • Effort Estimation: How Valuable is it for a Web company to Use a Cross-company
    • Data Set Compared to Using Its Own Single-company Data Set?
• Track: Web Services
  • Session: Orchestration & Choreography
    • Towards the Theoretical Foundation of Choreography
    • Introduction and Evaluation of Martlet: A Scientific Workflow Language for
    • Abstracted Parallelisation
    • Semi-Automated Adaptation of Service Interactions
  • Session: SLAs and QoS
    • Reliable QoS Monitoring Based on Client Feedback
    • Preference-based Selection of Highly Configurable Web Services
    • Speeding up Adaptation of Web Service Compositions Using Expiration Times
    • DIANE - An Integrated Approach to Automated Service Discovery Matchmaking and Composition
• Track: XML and Web Data
  • Session: Querying and Transforming XML
    • Multiway SLCA-based Keyword Search in XML Data
    • Visibly Pushdown Automata for Streaming XML
    • Mapping-Driven XML Transformation
  • Session: Parsing, Normalizing, and Storing XML
    • Querying and Maintaining a Compact XML Storage
    • XML Design for Relational Storage
    • A High-Performance Interpretive Approach to Schema-Directed Parsing