NDLI: Automatic Web Query Classification Using Large Unlabeled Web Pages

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2008 The Ninth International Conference on Web-Age Information Management

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About the WAIM 2008 Workshops

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Tutorial Abstracts

Industrial Report

Conference Program

LG-ERM: An Entity-Level Ranking Mechanism for Deep Web Query

Weighting Links Using Lexical and Positional Analysis in Web Ranking

Approximate Boolean + Ranking Query Answering Using Wavelets

S-BITS : Social-Bookmarking Induced Topic Search

LCA-Based Keyword Search for Effectively Retrieving "Information Unit" from Web Pages

Path Similarity Based Directory Ontology Matching

Using Ontology to Enhance Collaborative Recommendation Based on Community

Analyzing Distribution and Evolution of Research Interests by Term Extraction and Ontology Learning

Approach to the Formal Representation of OWL-S Ontology Maintenance Requirements

System II: A Native RDF Repository Based on the Hypergraph Representation for RDF Data Model

Parallel Structural Join Algorithm on Shared-Memory Multi-Core Systems

In-Network Execution of External Join for Sensor Networks

LOB: Bucket Based Index for Range Queries

A New Dynamic Hash Index for Flash-Based Storage

Efficient k-Closest-Pair Range-Queries in Spatial Databases

Exploiting Path Information for Syntax-Based XML Subtree Matching in RDBs

SIMP: Efficient XML Structural Index for Multiple Query Processing

An Efficient Structural Index for Branching Path Queries

Effective Indices for Efficient Approximate String Search and Similarity Join

Efficient Processing of Complex Twig Pattern Matching

Exploiting Application Semantics in Monitoring Real-Time Data Streams

Approximate Validity of XML Streaming Data

Cost-Efficient Processing of Continuous Extreme Queries over Distributed Data Streams

Advanced Star Coordinates

QoS-Aware Scheduling of Web Services

Modeling and Reasoning about Semantic Web Services Contract Using Description Logic

Modeling and Service Capability Evaluation for RFID Complex Event Processing

Research on Web-Based Multi-Agent System for Aeroengine Fault Diagnosis

An Algorithm for Classifying Articles and Patent Documents Using Link Structure

Automatic Web Query Classification Using Large Unlabeled Web Pages

Self-Switching Classification Framework for Titled Documents

Subject-Oriented Classification Based on Scale Probing in the Deep Web

Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks

Continuous Reverse Nearest Neighbor Queries on Moving Objects in Road Networks

Evaluation of a Stream of Top-N Selection Queries in Relational Databases

A Cost-Efficient Method for Continuous Top-k Processing over Data Stream

A Query Dependent Approach to Learning to Rank for Information Retrieval

PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes

Categorizing Queries by Topic Directory

A New Performance Benchmark for Content-Based 3D Model Retrieval

Expertise Search in a Time-Varying Social Network

REC: A Novel Model to Rank Experts in Communities

Recommendation over a Heterogeneous Social Network

Co-Clustering Tags and Social Data Sources

Set-Expression Based Method for Effective Privacy Preservation

A New Approach for Detecting Anonymity of Patterns

A Personalized (a,k)-Anonymity Model

Scientific Workflow Provenance Querying with Security Views

Name Disambiguation Using Atomic Clusters

Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis

Outlier Detection for Transaction Databases Using Association Rules

Scalable Community Discovery of Large Networks

PLEDS: A Personalized Entity Detection System Based on Web Log Mining Techniques

Temperature-Aware Scheduling: When is System-Throttling Good Enough?

Managing Uncertain Data: Probabilistic Approaches

Finding Correlated Item Pairs through Efficient Pruning with a Given Threshold

Co-Occurring Patterns of Amino Acid Physicochemical Properties in Proteins

COCA: More Accurate Multidimensional Histograms out of More Accurate Correlations Detection

Research on Malicious Transaction Processing Method of Database System

Research on Communication-Efficient Method for Distributed Threshold Monitoring

Reducing Data Decryption Cost by Broadcast Encryption and Account Assignment for Web Applications

Churn Impact on Replicated Data Duration in Structured P2P Networks

An Adaptive User Profile Based on Memory Model

PEDS-VM: A Variation Management Prototype for Pattern Evolving Data Streams

A Publicly Verifiable Dynamic Sharing Protocol for Data Secure Storage

PASE: A Prototype for Ad-hoc Process-Aware Information System Declaratively Constructing Environment

A Survey of Alert Fusion Techniques for Security Incident

A Survey of Secure Routing in Ad Hoc Networks

An Admission Control Policy Based on Social Networks for P2P Systems

Protecting Mobile Codes Using the Decentralized Label Model

AMCAS: An Automatic Malicious Code Analysis System

A Scalable Framework of Network Traffic Identification

Counting Data Stream Based on Improved Counting Bloom Filter

Optimizing Traffic Classification Using Hybrid Feature Selection

Design and Implementation of Multi-Version Disk Backup Data Merging Algorithm

Network Dynamic Risk Assessment Based on the Threat Stream Analysis

Accelerating Multiple String Matching by Using Cache-Efficient Strategy

Methodology of Network Intrusion Detection System Penetration Testing

Network Security Analysis Based on Security Status Space

A Quasi Word-Based Compression Method of English Text Using Byte-Oriented Coding Scheme

Research on Web QoS Control Strategy Based on User Behaviour

Component Based Context Model

A New Database Adaptive Buffer Replacement Algorithm Based on Call Graph Optimization

Controlling Information Leakage of Fine-Grained Access Model in DBMSs

DTAD: A Dynamic Taint Analysis Detector for Information Security

A Kind of Formal Modelling for Network Security Situational Awareness Based on HMM

An Efficient Algorithm of Role Mapping across Security Domains in Data-Sharing Environments

An Improved Method of Hybrid Worm Simulation

A New-Style Domain Integrating Management of Windows and UNIX

A Prediction Model of DoS Attack's Distribution Discrete Probability

SOA-Based Service Recovery Framework

A Strategy Selection Model for Network Survivability Based on Fuzzy Matrix Game

Measuring Network Vulnerability Based on Pathology

Data-Flow Based Analysis of Java Bytecode Vulnerability

ASG Automated Signature Generation for Worm-Like P2P Traffic Patterns

Research of a Secure File System for Protection of Intellectual Property Right

2006 Seventh International Conference on Web-Age Information Management Workshops

Automatic Web Query Classification Using Large Unlabeled Web Pages

Content Provider	IEEE Xplore Digital Library
Author	Jingbo Yu Na Ye
Copyright Year	2008
Description	Author affiliation: Beijing Inst. of Graphic Commun., Beijing (Jingbo Yu)
Abstract	In this paper, a novel and simple method is employed to automatically construct domain knowledge base for query classification from large-scale Web pages. Besides, using context as the feature of words, the resource of relevant words is built automatically in order to extend the user's query. On the basis of domain knowledge base and extension of the query using relevant words, satisfactory performance in query classification is achieved. Experimental results demonstrate that our method achieves precision of 77.68% and recall of 75.34% in Chinese query classification. In English experiments, in spite of the scarcity of English Web pages and absence of stemming, precision achieves 58.83% and recall achieves 54.13%, which is a great improvement compared to state-of-the-art query classification algorithms.
Starting Page	211
Ending Page	215
File Size	351837
Page Count	5
File Format	PDF
ISBN	9780769531854
DOI	10.1109/WAIM.2008.91
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-07-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Relevant Word query classification the domain knowledge base Information management
Content Type	Text
Resource Type	Article

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