NDLI: A Locality Sensitive Hashing Approach for Conceptual Classification

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Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015)

2014 IEEE International Conference on Semantic Computing

2013 IEEE Seventh International Conference on Semantic Computing

2012 IEEE Sixth International Conference on Semantic Computing

2011 IEEE Fifth International Conference on Semantic Computing

2010 IEEE Fourth International Conference on Semantic Computing

Table of Contents

Message from General Co-chairs and Conference Co-chairs

Message from Program Co-chairs

Message from SWARCH-DL 2010 Chairs

Program Committee

Keynotes on Semantic Challenges

Extracting Events and Temporal Expressions from Text

The Semantic Vectors Package: New Algorithms and Public Tools for Distributional Semantics

Striking a Balance: Human and Computer Contributions to Learning through Semantic Analysis

Simple Unsupervised Identification of Low-Level Constituents

Developing a Dataset for Technology Structure Mining

Leveraging Gene Ontology Annotations to Improve a Memory-Based Language Understanding System

Ontology and Model Alignment as a Means for Requirements Validation

A Robust Semantic Parser Designed for Spoken Dialog Sytems

Reference Resolution Supporting Lexical Disambiguation

Joint-AL: Joint Discriminative and Generative Active Learning for Cross-Domain Semantic Concept Classification

Comparative Study on Subject Classification of Academic Videos Using Noisy Transcripts

Automated Illustration of News Stories

A Joint Content-Event Model for Event-Centric Multimedia Indexing

Video Object Mining: Issues and Perspectives

A Conceptual Probabilistic Model for the Induction of Image Semantics

Automatic Concept Detector Refinement for Large-Scale Video Semantic Annotation

Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter

Multi-camera Monitoring of Infusion Pump Use

Subjective Logic Based Approach to Modeling Default Reasoning for Visual Surveillance

Multimodal Indoor Localization: An Audio-Wireless-Based Approach

MySpace Video Recommendation with Map-Reduce on Qizmt

Automatically Assessing Personality from Speech

On the Use of Visual Soft Semantics for Video Temporal Decomposition to Scenes

Learning-Focused Structuring for Blackboard Lecture Videos

Web-Inspired Sentence Complexity-Index

Semantic Image Analysis for Cervical Neoplasia Detection

A Variable Bin Width Histogram Based Image Clustering Algorithm

A Web-Based Medical Video Indexing Environment

Semantic Validation of BPEL Fragment Compositions

iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services

Ranking Entity Facets Based on User Click Feedback

Combining Collaborative Filtering and Semantic Content-Based Approaches to Recommend Web Services

An Explorative Association-Based Search for the Semantic Web

OSIRIS Next: Flexible Semantic Failure Handling for Composite Web Service Execution

Using Virtual Services to Bridge the Semantic Gap

Web Service Discovery Based on Unified View on Functional and Non-functional Properties

Achieving Classification and Clustering in One Shot Lesson Learned from Labeling Anonymous Datasets

Topic Extraction from Messages in Social Computing Services: Determining the Number of Topic Clusters

Disambiguating Keyword Queries on RDF Databases Using "Deep" Segmentation

Efficient Resource Retrieval from Semantic Knowledge Bases

Spatial Knowledge Representation on the Semantic Web

Semantic TagPrint - Tagging and Indexing Content for Semantic Search and Content Management

Bi-directional Translation of Relational Data into Virtual RDF Stores

Using Context Similarity for Service Recommendation

Ontology-Driven Event Detection and Indexing in Smart Spaces

UNIpedia: A Unified Ontological Knowledge Platform for Semantic Content Tagging and Search

Ranking Documents Semantically Using Ontological Relationships

Leveraging Domain Expertise to Support Complex, Personalized and Semantically Meaningful Queries Across Separate Data Sources

Building a Priori Knowledge Spaces from Interrogative Domains

Applying an Ontology Learning Methodology to a Relational Database: University Case Study

TAKE Scientist's Workbench: Semantic Search and Citation-Based Visual Navigation in Scholar Papers

Using Model Transformation Semantics for Aspect Composition

A Taxonomy-Based Model for Expertise Extrapolation

Using Soft Constraints to Interpret Descriptions of Shapes

Semantically Enriched Recommender Engine: A Novel Collaborative Filtering Approach Using "User-to-User Fast Xor Bit Operation"

Topic Pages: An Alternative to the Ten Blue Links

Another Look at Causality: Discovering Scenario-Specific Contingency Relationships with No Supervision

Mixed Group Discovery: Incorporating Group Linkage with Alternatively Consistent Social Network Analysis

A Verb-Centric Approach for Relationship Extraction in Biomedical Text

Semi-supervised Methods for Biomedical Hedge Classification

Sentiment Mining within Social Media for Topic Identification

A Comparison of Approaches for Geospatial Entity Extraction from Wikipedia

A Locality Sensitive Hashing Approach for Conceptual Classification

News Event Modeling and Tracking in the Social Web with Ontological Guidance

Learning a Query Parser for Local Web Search

A Random Walk Framework to Compute Textual Semantic Similarity: A Unified Model for Three Benchmark Tasks

Semantic Summarization of Web Documents

Searching and Browsing Tag Spaces Using the Semantic Tag Clustering Search Framework

Managing Publicity Campaigns with Semantic Technologies

Exploiting Tag Relations to Improve Search in Collaborative Tagging Systems

SeaLab Advanced Information Retrieval

Exploratory Semantic Video Search with yovisto

Using Social Navigation for Multimedia Content Suggestion

Automatic Speech Recognition System Based on Wavelet Analysis

RDFx: Audio Effects Utilising Musical Metadata

Demonstration of Cognition Search

Towards Linked Needs

Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection

Calculating Word Sense Probability Distributions for Semantic Web Applications

A Word Sense Disambiguation Approach for Converting Natural Language Text into a Common Semantic Description

Managing Uncertainty, Importance and Differing World-Views in ASKNet Semantic Networks

On the Definition of Categories for Image Classification Evaluation

Proposal of a Goal-Oriented Shared Catalog Model

Museum of London -- Collections Information Integration Module

Constructing a Foundation for Semantic Structure of Korean Heritage Information: A Study on Creating a Substructure of Korean Heritage Portal by Implementing CIDOC CRM

Toward a Novel Application of CIDOC CRM to Underwater Archaeological Surveys

A Bi-directional Semantic Framework for Bibliographic Metadata

A Semantic Web Personalizing Technique: The Case of Bursts in Web Visits

Intelligent Book Mashup: Using Semantic Web Ontologies and Rules for User Personalisation

The Use of SKOS Vocabularies in Digital Repositories: The DSpace Case

Detecting Shape Similarities in 3D Pottery Repositories

Publisher's Information

2009 IEEE International Conference on Semantic Computing

2008 IEEE International Conference on Semantic Computing

International Conference on Semantic Computing (ICSC 2007)

A Locality Sensitive Hashing Approach for Conceptual Classification

Content Provider	IEEE Xplore Digital Library
Author	de Paula, L.B. Villaça, R.S. Magalhães, M.F.
Copyright Year	2010
Abstract	The increasing volume of semantic content available in the Web, generally classified by concept hierarchies or simple ontologies, turns the searching and reasoning upon these data a great challenge. Generally, a search in Semantic Web may not be addressed to a specific document, but to a group of data classified in the same concept. Several structures used to distribute data, e.g. P2P networks, use hash values to identify these data, without maintaining the semantic values of the stored data. This paper contributes by proposing the creation of hash values that keep similar data stored near to each other in a P2P network, reducing the effort to retrieve similar data. The proposed hash values are derived from the data classification based on ontologies, using locality sensitive hashing (LSH) functions.
Starting Page	408
Ending Page	413
File Size	448333
Page Count	6
File Format	PDF
ISBN	9781424479122
DOI	10.1109/ICSC.2010.30
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-09-22
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Semantic Web LSH Vocabulary Semantics Ontologies Gaussian distribution Topology Indexing P2P
Content Type	Text
Resource Type	Article

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