eprintid: 6726
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/67/26
datestamp: 2023-11-09 16:18:31
lastmod: 2023-11-09 16:18:31
status_changed: 2023-11-09 16:07:30
type: conference_item
metadata_visibility: show
creators_name: Foong, O.-M.
creators_name: Yong, S.-P.
creators_name: Jaid, F.-A.
title: Text Summarization Using Latent Semantic Analysis Model in Mobile Android Platform
ispublished: pub
keywords: Android (operating system); Text processing, Android platforms; Automatic text summarization; Contextual cue; Document understanding; Latent Semantic Analysis; Paradigm shifts; Semantic relationships; Text summarization, Semantics
note: cited By 12; Conference of 9th Asia International Conference on Mathematical Modelling and Computer Simulation - Asia Modelling Symposium, AMS 2015 ; Conference Date: 7 September 2015 Through 9 September 2015; Conference Code:124532
abstract: This paper presents the Latent Semantic Analysis (LSA) Model in Automatic Text Summarization (ATS) on single English document in mobile Android platform. Readers are drowned in information while starved of knowledge. Millions of articles are uploaded into the website every day. Quite often, lengthy text are presented in online articles but shorter summarized texts are preferred by readers. There exists research gap as most of the extractive text summarizations are based on syntactic appearance of words. Thus, the objective of this paper is to investigate the LSA Model by examining the semantic relationship between terms and sentences in a document for text summarization. We intend to shift our research paradigm to summarize text to infer the semantic contextual cues using the co-occurrence of terms in text. The input text documents were downloaded from Document Understanding Conference 2002 dataset. The preliminary results show that the LSA model yields an average F-Score of 0.386 in text summarization. © 2015 IEEE.
date: 2016
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84997079893&doi=10.1109%2fAMS.2015.15&partnerID=40&md5=df74fc65299b6320d66a9b6761ae29d9
id_number: 10.1109/AMS.2015.15
full_text_status: none
publication: Proceedings - AMS 2015: Asia Modelling Symposium 2015 - Asia 9th International Conference on Mathematical Modelling and Computer Simulation
pagerange: 35-39
refereed: TRUE
isbn: 9781467383233
citation:   Foong, O.-M. and Yong, S.-P. and Jaid, F.-A.  (2016) Text Summarization Using Latent Semantic Analysis Model in Mobile Android Platform.  In: UNSPECIFIED.