Research

Personalisation is a concept behind systems such as recommender (my learning) where human collaboration is significant. Personalisation will optimise the user experience in the recommender systems. This research focuses the service level optimisation where web services are collaborating.
Current Semantic web can be easily described by Description Logic (DL) . My effort was to use of the DL to personalise web services. DL can be used to express the Semantic web languages such as OWL-DL which I used the proof of concept explained in the following publications.

Thesis

DOWNLOAD

The research theme is personalisation. As a result of my findings, I realised DL could be the right solution to personalise web services. In my research thesis, the semantic way of selecting the best suitable web service from very similar services has explained. The solution is catering for the user preferences, but that should be ontology-based (instead of traditional machine learning): this is where Semantic Web come to play. I would like to share the publications I’ve presented for the international IEEE conferences:

Publications

Conference: IEEE ICIIS 2006
Ojitha Kumanayaka and Nalin Ranasinghe. Personalised web services creation via dynamic composition. In IEEE First International Conference on Industrial and Information Systems. Faculty of Engineering, University of Peradeniya, August 2006. Read more …

Conference: IEEE ICIA 2006
Ojitha Kumanayaka and Nalin Ranasinghe. Ontology-based web service personalisation. In IEEE Second International Conference on Information and Automation 2006, Galadari Hotel and Colombo and Sri Lanka, December 2006. IEEE Sri Lanka Section. Read more …

Conference: IEEE ICIIS 2007
Ojitha Kumanayaka and Nalin Ranasinghe. Formalism for ontology validation. In IEEE Second International Conference on Industrial and Information Systems. Faculty of Engineering, University of Peradeniya, August 2007. Read more …

Written with StackEdit.

Comments

Post a Comment

commented your blog

Popular posts from this blog

How To: GitHub projects in Spring Tool Suite

Image
The first step is sign up in the GitHub and create a  new project. For example I’ve created a new project Spring3part7 in the GitHub. Before add the projects you need to configure STS for GitHub access. For example, you need to add configuration as shown in the following picture Git local repository also important Now you are ready to pull the project from the GitHub, in the STS import menu select the following Now type the project name and click the ‘Search’ as shown in the following. However, when you select the found project click ‘Finish’ nothing will change in the STS interface. Now you are going to create real project. Here I am going to create simple utility project. This template project need to be created inside the imported GitHub project You have to give the same project name of the GitHub project as shown in the following project Now your project is ready to push. Before that you need to add ignore flag to all the folders and files except pom.xm
Continue »

Spring 3 Part 7: Spring with Databases

Image
This is the 7 th part of the Spring 3 Series . Create MySQL 5.6 database ‘payroll’, CREATE DATABASE payroll; Next create a user for example, user ‘ojitha’ CREATE USER 'ojitha'@'localhost' IDENTIFIED BY 'ojitha'; Need to grant the ‘payroll’ access to user ‘ojitha’ as shown in the following. GRANT SELECT, INSERT, UPDATE, DELETE, CREATE, DROP ON payroll.* TO 'ojitha'@'localhost'; You can download freeware of TOAD for MySQL from here . Let create a first table, that contains all the states in Australia. You can create a table using visually using the icon given directly below the Tables tab in the Object Explorer as shown in the above diagram. CREATE TABLE payroll.STATE ( CODE CHAR(3) ASCII COMMENT 'State code', STATE VARCHAR(30), PRIMARY KEY (CODE) ) ENGINE = InnoDB COMMENT = 'Australian states' ROW_FORMAT = DEFAULT; In the my sql console you can the newly added table using the following command SHOW
Continue »

Parse the namespace based XML using Python

In this blog, I am considering how to parser and modify the xml file using python. For example, I need to parser the following xml 1 (slightly modified for this blog) and need to write the modified xml to out.xml file. Here the country.xml <?xml version="1.0"?> <actors xmlns:fictional="http://characters.example.com" xmlns="http://people.example.com"> <actor type='T1'> <name>John Cleese</name> <fictional:character>Lancelot</fictional:character> <fictional:character>Archie Leach</fictional:character> </actor> <actor type='T2'> <name>Eric Idle</name> <fictional:character>Sir Robin</fictional:character> <fictional:character>Gunther</fictional:character> <fictional:character>Commander Clement</fictional:character> </actor> </actors> In
Continue »