11
Semantic Web Project Pancreatic Cancer Search Facilitator

Semantic Web Project Pancreatic Cancer Search Facilitator

Embed Size (px)

Citation preview

Page 1: Semantic Web Project Pancreatic Cancer Search Facilitator

Semantic Web Project

Pancreatic Cancer

Search Facilitator

Page 2: Semantic Web Project Pancreatic Cancer Search Facilitator

Pancreatic Cancer Search Facilitator

Our goal for this project is to aid patients diagnosed with Pancreatic Cancer find relevant information about their disease and their options.

We are targeting a patient profile of a newly diagnosed Neuroendocrine carcinoma of the Pancreas.

Page 3: Semantic Web Project Pancreatic Cancer Search Facilitator

Steps to Achieve Project Goal

Create an Ontology (Protégé) Create a User Profile through a GUI (Eclipse) Crawl the web to find relevant information Index the information searching for specified

keywords through the user profile and the ontology (Eclipse and Jena Framework)

Return the relevant data to the user as clickable links.

Page 4: Semantic Web Project Pancreatic Cancer Search Facilitator

Ontology and Patient Profile

We created an ontology so there is an accepted list of terms for us to depend on.

We created a profile for the user depending on the information they select through a GUI, that is consistent with the ontology.

Page 5: Semantic Web Project Pancreatic Cancer Search Facilitator

Protégé Ontology Building

Page 6: Semantic Web Project Pancreatic Cancer Search Facilitator

Protégé Ontology Building

Page 7: Semantic Web Project Pancreatic Cancer Search Facilitator

Web Crawler and Lucene

Page 8: Semantic Web Project Pancreatic Cancer Search Facilitator

Accessing Ontology through Jena Framework (using Sparql)

Page 9: Semantic Web Project Pancreatic Cancer Search Facilitator

Latest Progress

So far we have managed to create the ontology in Protégé and express the relationships of the classes.

We tested the Web Crawler and created the GUI in Eclipse.

We have Lucene indexing the files We got all the components integrated into

one application.

Page 10: Semantic Web Project Pancreatic Cancer Search Facilitator

Challenges

Creating the GUI (catch attention) The Web Crawler was given but not to well

documented. Accessing the ontology using the Jena

Framework. Getting the search to work Integrating all the components.

Page 11: Semantic Web Project Pancreatic Cancer Search Facilitator

Possible Improvements

Expanding the ontology Given more options to the users Integrate the pdf parser Use linguistics for intelligent searches Many more it can came up