eprintid: 8776
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/87/76
datestamp: 2023-11-09 16:20:42
lastmod: 2023-11-09 16:20:42
status_changed: 2023-11-09 16:13:30
type: conference_item
metadata_visibility: show
creators_name: Ullah, R.
creators_name: Md Said, A.B.
creators_name: Jaafar, J.
creators_name: Saleem, M.Q.
title: Semantic Space Expansion and Refinement
ispublished: pub
keywords: Expansion; Knowledge based systems; Ontology; Semantics, ConceptNet; LabelMe; Refinement; Semantic expansion; Wordnet, Search engines
note: cited By 0; Conference of 2016 IEEE Conference on Open Systems, ICOS 2016 ; Conference Date: 10 October 2016 Through 12 October 2016; Conference Code:126893
abstract: The revolutionary developments in the digital technologies have indicated a requirement for technology, that systematizes the huge images dataset for easy search and retrieval. This yields an essential demand for developing highly effective retrieval systems. Recently, wide-ranging research efforts have been made in the field of annotated images. However, image Annotation can tag by one term, which cannot accurately describe its semantic meaning and is still an open issue. This paper presents Semantic Space Expansion, which magnifies the annotated terms of the image into synonyms as well as with conceptual terms, which covered a wide range of semantics. The synonym terms added from the open knowledge base such as, WordNet while conceptually terms added from the open common-scenes knowledge base of ConceptNet. Due to expansions some of the terms are relevant while some of them are irrelevant from knowledge bases. Semantic Expansion Refinement (SER) is designed to filters relevant terms from the expansion list. The result of the experiments showed successfully enhancement of annotated image terms through tagging ratio and degree of retrieval. © 2016 IEEE.
date: 2017
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017239502&doi=10.1109%2fICOS.2016.7881995&partnerID=40&md5=2d52a880c8140b9267efc50abaf0d586
id_number: 10.1109/ICOS.2016.7881995
full_text_status: none
publication: ICOS 2016 - 2016 IEEE Conference on Open Systems
pagerange: 93-98
refereed: TRUE
isbn: 9781509026036
citation:   Ullah, R. and Md Said, A.B. and Jaafar, J. and Saleem, M.Q.  (2017) Semantic Space Expansion and Refinement.  In: UNSPECIFIED.