Analysis of a hybrid semantic similarity metrics' performance on different sized ontologies | |
| Author | Bakhtyar, Maheen |
| Call Number | AIT RSPR no.CS-10-03 |
| Subject(s) | Ontologies (Information retrieval) Semantics--Data processing |
| Note | A research study submitted in partial fulfillment of the requirements for the degree of Master of Sciences in Computer Science, School of Engineering and Technology |
| Publisher | Asian Institute of Technology |
| Series Statement | Research studies project report ; no. CS-10-03 |
| Abstract | Discovering the semantic similarity of concepts in ontology has been discussed in many studies with different types of approaches applied, but it does not explain and does not take into consideration the size of the ontology. If the semantic similarity methods are applied to a very huge ontology and then applied on a smaller one, the similarity metric may vary the result of same concept in two of the Ontologies. In this study this change in the results of the similarity metric is analyzed. Analysis of the ontology can be carried out in a number of ways e.g. in form of a matrix, charts and graphs etc but in this study Visualization tools and plug-ins are used to visualize the Ontologies and the results. Visualization always helps to focus on the important things and discarding the unnecessary details |
| Year | 2010 |
| Corresponding Series Added Entry | Asian Institute of Technology. Research studies project report ; no. CS-10-03 |
| Type | Research Study Project Report (RSPR) |
| School | School of Engineering and Technology (SET) |
| Department | Department of Information and Communications Technologies (DICT) |
| Academic Program/FoS | Computer Science (CS) |
| Chairperson(s) | Janecek, Paul; |
| Examination Committee(s) | Dailey, Matthew;Phan Minh Dung; |
| Scholarship Donor(s) | University of Balochistan, Pakistan; |
| Degree | Research Studies Project Report (M.Eng.) - Asian Institute of Technology, 2010 |