Traversing Documents by Using Semantic Relationships Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde The University of West Florida.

Slides:



Advertisements
Similar presentations
Holdings Management Overview
Advertisements

Language Technologies Reality and Promise in AKT Yorick Wilks and Fabio Ciravegna Department of Computer Science, University of Sheffield.
PolyAnalyst Data and Text Mining tool Your Knowledge Partner TM www
Semantic Browser LSDIS (Large Scale Distributed Information Systems) Lab. Bilal Gonen M.Sc. in Computer Science University of Georgia
Sensible Searching: Making Search Engines Work Dr Shaun Ryan CEO S.L.I. Systems
Confidential property of Belkin International. Unlawful to copy or reproduce in any manner without the express written consent of Belkin International.
Challenges to model solving software in the internet era Adrie J.M. Beulens Huub Scholten (Wageningen University, Information Technology Group)
Human Language Technologies. Issue Corporate data stores contain mostly natural language materials. Knowledge Management systems utilize rich semantic.
Semantic Web and Web Mining: Networking with Industry and Academia İsmail Hakkı Toroslu IST EVENT 2006.
Sensemaking and Ground Truth Ontology Development Chinua Umoja William M. Pottenger Jason Perry Christopher Janneck.
1 Statistical correlation analysis in image retrieval Reporter : Erica Li 2004/9/30.
Shared Ontology for Knowledge Management Atanas Kiryakov, Borislav Popov, Ilian Kitchukov, and Krasimir Angelov Meher Shaikh.
The Web is perhaps the single largest data source in the world. Due to the heterogeneity and lack of structure, mining and integration are challenging.
Problem Identification
CS350/550 Software Engineering Lecture 1. Class Work The main part of the class is a practical software engineering project, in teams of 3-5 people There.
Memoplex Browser: Searching and Browsing in Semantic Networks CPSC 533C - Project Update Yoel Lanir.
Implementing Metadata Marjorie M K Hlava, President Access Innovations, Inc. Albuquerque, NM
The Internet & Web Browsers Business Webpage Design Kelly Seale.
Špindlerův Mlýn, Czech Republic, SOFSEM Semantically-aided Data-aware Service Workflow Composition Ondrej Habala, Marek Paralič,
Intelligent Systems Lecture 23 Introduction to Intelligent Data Analysis (IDA). Example of system for Data Analyzing based on neural networks.
Implementation of HUBzero as a Knowledge Management System in a Large Organization HUBBUB Conference 2012 September 24 th, 2012 Gaurav Nanda, Jonathan.
Text CONSEG 09 Domain Knowledge assisted Requirements Evolution (K-RE)
The Confident Researcher: Google Away (Module 2) The Confident Researcher: Google Away 2.
Help Desk System How to Deploy them? Author: Stephen Grabowski.
CF Conventions Support at BADC Alison Pamment Roy Lowry (BODC)
Mr. Michael Mannion Mr. Barry Keepence Mr. David Harper.
Knowledge Discovery in the Digital Library Access tools for mining science ICSTI Public Workshop Presented by: Bernard Dumouchel, Director-General February.
Creator: ACSession No: 16 Slide No: 1Reviewer: SS CSE300Advanced Software EngineeringFebruary 2006 (Software Quality) Configuration Management CSE300 Advanced.
Max Planck Encyclopedia of Public International Law Edited by Rudiger Wolfrum, Director of the Max Planck Institute for Comparative Public Law and International.
JISC e-Framework Innovation Knowlegebase An Overview David Millard (University of Southampton) Tom Franklin (Franklin Consulting)
Traversing Documents by Using Semantic Relationships Presenter: Bilal Gonen.
Use of Hierarchical Keywords for Easy Data Management on HUBzero HUBbub Conference 2013 September 6 th, 2013 Gaurav Nanda, Jonathan Tan, Peter Auyeung,
Methodology - Conceptual Database Design. 2 Design Methodology u Structured approach that uses procedures, techniques, tools, and documentation aids to.
Copyright 2007 John Wiley & Sons, Inc. Information Systems: Creating Business Value John Wiley & Sons, Inc. Mark Huber, Craig Piercy, and Patrick McKeown.
Data Mining By Dave Maung.
Building taxonomies from the ground-up Prakash Govindarajulu Managing Consultant RealTech Inc
BAA - Big Mechanism using SIRA Technology Chuck Rehberg CTO at Trigent Software and Chief Scientist at Semantic Insights™
Creating a Virtual School Drawing board to Implementation.
Article by Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, and Miha Grcar, Chapter 3 in Semantic Knowledge Management: Integrating Ontology Management,
Part4 Methodology of Database Design Chapter 07- Overview of Conceptual Database Design Lu Wei College of Software and Microelectronics Northwestern Polytechnical.
August 2005 TMCOps TMC Operator Requirements and Position Descriptions Phase 2 Interactive Tool Project Presentation.
Evaluating & Maintaining a Site Domain 6. Conduct Technical Tests Dreamweaver provides many tools to assist in finalizing and testing your website for.
SUN SAFETY TERMINOLOGY. ABCD RULE  A way to tell the difference between a regular mole and one that may be skin cancer  Asymmetry  Border  Color 
An Activity Theory Analysis of Hewlett Packard's Customer Support Documentation Process Shilpa V. Shukla Doctorate student at UCI/ICS
Site Optimization Module 8: Web Publishing and Maintenance LESSON 3.
Foundations of Information Systems in Business. System ® System  A system is an interrelated set of business procedures used within one business unit.
Semantic Web Project Pancreatic Cancer Search Facilitator.
Support.ebsco.com Points of View Reference Center Tutorial.
Characteristics of Information on the Web Dania Bilal IS 530 Spring 2006.
Copyright © 2007 Heathkit Company, Inc. All Rights Reserved PC Fundamentals Presentation 14 – Windows Security.
Managing Agriculture KnowledgeThrough Localized CommunityExpert System Managing Agriculture Knowledge Through Localized Community Expert System A Research.
Traversing Documents by Using Semantic Relationships Bilal Gonen Assistant Professor Computer Science, University of West Florida Ph.D. from University.
STATISTICAL METADATA ON THE INTERNET REVISITED Hans Viggo Sæbø, Statistics Norway
KNOWLEDGE MANAGEMENT UNIT II KNOWLEDGE MANAGEMENT AND TECHNOLOGY 1.
Semantic (web) activity at Elsevier Marc Krellenstein VP, Search and Discovery Elsevier October 27, 2004
Integrated Modeling Environment System Engineering Seminar Johnny Medina / Code 531 Chris Stone / Code 531 / Constellation Software Engineering.
Towards Peer-to-Peer Semantic Web: A Distributed Environment for Sharing Semantic Knowledge on the Web Madhan Arumugam, Amit Sheth, and I. Budak Arpinar.
1 Requirements Elicitation – 2 Lecture # Requirements Engineering Process Requirements Elicitation Requirements Analysis and Negotiation Requirements.
Empowering the Knowledge Worker End-User Software Engineering in Knowledge Management Witold Staniszkis The 17th International.
METADATA MANAGEMENT AT ISTAT: CONCEPTUAL FOUNDATIONS AND TOOLS Istituto Nazionale di Statistica ITALY.
1 Requirements Management - II Lecture # Recap of Last Lecture We talked about requirements management and why is it necessary to manage requirements.
Witold Staniszkis Empowering the Knowledge Worker End-User Software Engineering in Knowledge Management Witold Staniszkis
Object-Oriented Software Engineering Using UML, Patterns, and Java,
Physical Data Model – step-by-step instructions and template
USER’S GUIDE SERVICE CAPABILITIES Explore the eLibrary
Data Management: Documentation & Metadata
سرطان الثدي Breast Cancer
ece 627 intelligent web: ontology and beyond
This presentation document has been prepared by Vault Intelligence Limited (“Vault") and is intended for off line demonstration, presentation and educational.
Describe the process known a keratinization?
Presentation transcript:

Traversing Documents by Using Semantic Relationships Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde The University of West Florida Pensacola, Florida, USA

Challenges in understanding software documentation. Support for discovery and navigation. – When the territory is unfamiliar. – Helping developers get up to speed. Semantic Browser Tool to support semantic search and navigation. – uses ontology capturing domain knowledge. Overview

Challenges in Understanding Software Documentation Software documentation: – tends to be lots of textual information Developers must be able to – comprehend large volumes of information. – find relevant information to ensure developed and maintained software meets requirements

Knowledge about subject helps developers make the right decision. – domain knowledge is critical to understand software documentation – developers must have consensus about software requirements Helping developers get up to speed and deal with large volumes of documentation. – Help them discover relevant information. – Help them navigate between resources. Support for Discovery & Navigation

Physical Links vs. Semantic Links co_occurs_with analyzes affects is_result_of href affects co_occurs_with is_result_of

A Real Example How are these articles related? How do we find other documents related with “melanoma”? One common option is to use statistical techniques.

A Real Example Such a statistical technique may return these terms. sun's harmful rays skin skin cancer leg ankle skin pigment melanin aneuploidy There are no named relationships.

Relationships In Ontology breast cancer bone cancer non-melanoma melanoma blood cancer skin cancer cancers aneuploidy euploidy monoploidy chromosomal disorder is_result_of

A Real Example Our approach is to offer several relationships to the user. aneuploidy allelic imbalance chromosome aberrations This is what user is interested in. affects co_occurs_with occurs_in is_result_of Return files which includes “aneuploidy” Chromosomal Aneuploidies Identification of Aneuploidy Definition of Aneuploidy Aneuploidy and Deletions Name of files in which “aneuploidy” occurs.

Semantic Browser Tool

Semantic search can help developers learn what they don’t know. Previously unlinked documents get linked by semantic relationships. Users discover and can navigate relationships of their interest. Traversing semantically linked documents may help making access to software documentation more efficient. Concluding remarks

Questions, Comments Semantic browser is available at: Contact Bilal Gonen at Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde The University of West Florida Pensacola, Florida, USA