Ranking Algorithm for Semantic Document Annotations-Reference-Cited by-同舟云学术

Ranking Algorithm for Semantic Document Annotations

Published:2012-01 Issue:1 Volume:2 Page:1-10
ISSN:2155-6377
Container-title:International Journal of Information Retrieval Research
language:en
Short-container-title:

Author:

Rahayu Syarifah Bahiyah¹

Affiliation:

1. Universiti Kebangsaan Malaysia, Malaysia

Abstract

Semantic annotation represents a metadata of the document based on domain ontology. The purpose of this paper is to develop a ranking algorithm for semantic document annotation and to evaluate its performance in the Semantic Web (SW) application. The evaluation is to compare the ranking algorithm against other algorithms. For the evaluation purpose, all the algorithms are applied into the SW application. The SW application is a research prototype retrieval engine, PicoDoc. The system framework of PicoDoc is based on OCAS2008 ontology. During the experimentation stage, a real-life dataset from news article corpus of ABC and BBC websites are selected. The experiment shows promising results in retrieving related information using the ranking algorithm.

Publisher

IGI Global

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