Loading…

Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis

With the increasing usage of mobile network and advancement in telecommunication standards, there is a massive growing of social networks those shares and exchanges giant forms of data. Although such forms of information are in various forms e.g. audio, video, text, image, or some specific file form...

Full description

Saved in:
Bibliographic Details
Published in:International journal of computer applications 2015-01, Vol.125 (3), p.10-15
Main Authors: G., Jalaja, N., Sajitha, Kumar, K.R.Udaya
Format: Article
Language:English
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page 15
container_issue 3
container_start_page 10
container_title International journal of computer applications
container_volume 125
creator G., Jalaja
N., Sajitha
Kumar, K.R.Udaya
description With the increasing usage of mobile network and advancement in telecommunication standards, there is a massive growing of social networks those shares and exchanges giant forms of data. Although such forms of information are in various forms e.g. audio, video, text, image, or some specific file formats, but majorities of the transactional data are still in the form of text. Although there is various researches works being carried out in the area of datamining as well as text mining for more than a decade, the commercial usage of such tools is still not practiced owing to various challenges that are unsolved till date. Hence, the prime motive of this paper is to discuss about the fundamentals of text-mining and various significant issues associated with it. It also discusses about some of the review studies being discussed till date on same topic and updates the existing system by presenting more recent information of studies carried out towards text-mining most recently. Finally, the paper discusses exclusively the limitation explored in the existing system and then discusses about the research gap.
doi_str_mv 10.5120/ijca2015905854
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1753477612</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1753477612</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1404-5fab048d72aca025f6ee443a479b4eb009347fc93ea22f5bdf65a71a77421f3f3</originalsourceid><addsrcrecordid>eNpdkM1Lw0AQxRdRsNRePS948RLdz2xyLFWrUFGknjyEyXa23ZImNZtY89-bWg_qXGZ48-PxeIScc3aluWDXfm1BMK5TphOtjsiApUZHSZKY41_3KRmFsGb9yFTEqRqQtxf88Ljz5ZI2K6TP0Kx20NHK0Tl-NtGjL_ev8XZbV2BXGGhT0Sm0S_zGe73wFnJf-KajvqQ30AAdl1B0wYczcuKgCDj62UPyenc7n9xHs6fpw2Q8iyxXTEXaQc5UsjACLDChXYyolARl0lxhzlgqlXE2lQhCOJ0vXKzBcDBGCe6kk0NyefDtQ763GJps44PFooASqzZk3OjewcRc9OjFP3RdtXWfd09xJQ3TMu6pqwNl6yqEGl22rf0G6i7jLNvXnf2tW34BoKFyAA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1714370536</pqid></control><display><type>article</type><title>Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis</title><source>Freely Accessible Science Journals - check A-Z of ejournals</source><creator>G., Jalaja ; N., Sajitha ; Kumar, K.R.Udaya</creator><creatorcontrib>G., Jalaja ; N., Sajitha ; Kumar, K.R.Udaya</creatorcontrib><description>With the increasing usage of mobile network and advancement in telecommunication standards, there is a massive growing of social networks those shares and exchanges giant forms of data. Although such forms of information are in various forms e.g. audio, video, text, image, or some specific file formats, but majorities of the transactional data are still in the form of text. Although there is various researches works being carried out in the area of datamining as well as text mining for more than a decade, the commercial usage of such tools is still not practiced owing to various challenges that are unsolved till date. Hence, the prime motive of this paper is to discuss about the fundamentals of text-mining and various significant issues associated with it. It also discusses about some of the review studies being discussed till date on same topic and updates the existing system by presenting more recent information of studies carried out towards text-mining most recently. Finally, the paper discusses exclusively the limitation explored in the existing system and then discusses about the research gap.</description><identifier>ISSN: 0975-8887</identifier><identifier>EISSN: 0975-8887</identifier><identifier>DOI: 10.5120/ijca2015905854</identifier><language>eng</language><publisher>New York: Foundation of Computer Science</publisher><subject>Data processing ; Exchange ; Gages ; Networks ; Pathways ; Social networks ; Telecommunications ; Texts</subject><ispartof>International journal of computer applications, 2015-01, Vol.125 (3), p.10-15</ispartof><rights>Copyright Foundation of Computer Science 2015</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids></links><search><creatorcontrib>G., Jalaja</creatorcontrib><creatorcontrib>N., Sajitha</creatorcontrib><creatorcontrib>Kumar, K.R.Udaya</creatorcontrib><title>Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis</title><title>International journal of computer applications</title><description>With the increasing usage of mobile network and advancement in telecommunication standards, there is a massive growing of social networks those shares and exchanges giant forms of data. Although such forms of information are in various forms e.g. audio, video, text, image, or some specific file formats, but majorities of the transactional data are still in the form of text. Although there is various researches works being carried out in the area of datamining as well as text mining for more than a decade, the commercial usage of such tools is still not practiced owing to various challenges that are unsolved till date. Hence, the prime motive of this paper is to discuss about the fundamentals of text-mining and various significant issues associated with it. It also discusses about some of the review studies being discussed till date on same topic and updates the existing system by presenting more recent information of studies carried out towards text-mining most recently. Finally, the paper discusses exclusively the limitation explored in the existing system and then discusses about the research gap.</description><subject>Data processing</subject><subject>Exchange</subject><subject>Gages</subject><subject>Networks</subject><subject>Pathways</subject><subject>Social networks</subject><subject>Telecommunications</subject><subject>Texts</subject><issn>0975-8887</issn><issn>0975-8887</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNpdkM1Lw0AQxRdRsNRePS948RLdz2xyLFWrUFGknjyEyXa23ZImNZtY89-bWg_qXGZ48-PxeIScc3aluWDXfm1BMK5TphOtjsiApUZHSZKY41_3KRmFsGb9yFTEqRqQtxf88Ljz5ZI2K6TP0Kx20NHK0Tl-NtGjL_ev8XZbV2BXGGhT0Sm0S_zGe73wFnJf-KajvqQ30AAdl1B0wYczcuKgCDj62UPyenc7n9xHs6fpw2Q8iyxXTEXaQc5UsjACLDChXYyolARl0lxhzlgqlXE2lQhCOJ0vXKzBcDBGCe6kk0NyefDtQ763GJps44PFooASqzZk3OjewcRc9OjFP3RdtXWfd09xJQ3TMu6pqwNl6yqEGl22rf0G6i7jLNvXnf2tW34BoKFyAA</recordid><startdate>20150101</startdate><enddate>20150101</enddate><creator>G., Jalaja</creator><creator>N., Sajitha</creator><creator>Kumar, K.R.Udaya</creator><general>Foundation of Computer Science</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20150101</creationdate><title>Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis</title><author>G., Jalaja ; N., Sajitha ; Kumar, K.R.Udaya</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1404-5fab048d72aca025f6ee443a479b4eb009347fc93ea22f5bdf65a71a77421f3f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Data processing</topic><topic>Exchange</topic><topic>Gages</topic><topic>Networks</topic><topic>Pathways</topic><topic>Social networks</topic><topic>Telecommunications</topic><topic>Texts</topic><toplevel>online_resources</toplevel><creatorcontrib>G., Jalaja</creatorcontrib><creatorcontrib>N., Sajitha</creatorcontrib><creatorcontrib>Kumar, K.R.Udaya</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>International journal of computer applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>G., Jalaja</au><au>N., Sajitha</au><au>Kumar, K.R.Udaya</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis</atitle><jtitle>International journal of computer applications</jtitle><date>2015-01-01</date><risdate>2015</risdate><volume>125</volume><issue>3</issue><spage>10</spage><epage>15</epage><pages>10-15</pages><issn>0975-8887</issn><eissn>0975-8887</eissn><abstract>With the increasing usage of mobile network and advancement in telecommunication standards, there is a massive growing of social networks those shares and exchanges giant forms of data. Although such forms of information are in various forms e.g. audio, video, text, image, or some specific file formats, but majorities of the transactional data are still in the form of text. Although there is various researches works being carried out in the area of datamining as well as text mining for more than a decade, the commercial usage of such tools is still not practiced owing to various challenges that are unsolved till date. Hence, the prime motive of this paper is to discuss about the fundamentals of text-mining and various significant issues associated with it. It also discusses about some of the review studies being discussed till date on same topic and updates the existing system by presenting more recent information of studies carried out towards text-mining most recently. Finally, the paper discusses exclusively the limitation explored in the existing system and then discusses about the research gap.</abstract><cop>New York</cop><pub>Foundation of Computer Science</pub><doi>10.5120/ijca2015905854</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0975-8887
ispartof International journal of computer applications, 2015-01, Vol.125 (3), p.10-15
issn 0975-8887
0975-8887
language eng
recordid cdi_proquest_miscellaneous_1753477612
source Freely Accessible Science Journals - check A-Z of ejournals
subjects Data processing
Exchange
Gages
Networks
Pathways
Social networks
Telecommunications
Texts
title Reviewing the Pathway of Text-Mining Approaches to Gauge the Applicability in Data Analysis
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T15%3A03%3A01IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Reviewing%20the%20Pathway%20of%20Text-Mining%20Approaches%20to%20Gauge%20the%20Applicability%20in%20Data%20Analysis&rft.jtitle=International%20journal%20of%20computer%20applications&rft.au=G.,%20Jalaja&rft.date=2015-01-01&rft.volume=125&rft.issue=3&rft.spage=10&rft.epage=15&rft.pages=10-15&rft.issn=0975-8887&rft.eissn=0975-8887&rft_id=info:doi/10.5120/ijca2015905854&rft_dat=%3Cproquest_cross%3E1753477612%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c1404-5fab048d72aca025f6ee443a479b4eb009347fc93ea22f5bdf65a71a77421f3f3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1714370536&rft_id=info:pmid/&rfr_iscdi=true