Analysis of cognitive load for bilingual subjects based on lexile measures
Cognitive measures are directed to assess the load of working memory while performing different tasks. Excessive load on working memory hinders learning or performance of individuals. The recommended remedy is to measure and design instructional systems that optimize the use of working memory capaci...
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creator | Kumar, Pravin Anandan, Kavitha Balasubramanian, Geethanjali Veezhinathan, Mahesh |
description | Cognitive measures are directed to assess the load of working memory while performing different tasks. Excessive load on working memory hinders learning or performance of individuals. The recommended remedy is to measure and design instructional systems that optimize the use of working memory capacity and avoid cognitive overload. Lexile measure is the current tool used in assessing the difficulty levels of text reading in English language. Studies on correlating the cognitive load with EEG for classifying tasks based on Lexile measures have been performed for native English speakers. In this work, an attempt has been made to analyze the scope of Lexile measure for assessing the cognitive load of Bilingual Indian subjects whose mother tongue is not English. Empirical results show that there is no statistical significance in classifying different reading tasks considering Lexile measures alone. The work could be extended further by including other parameters such as the level of interest and understanding along with performance evaluation for proper assessment of cognitive load in bilingual subjects. |
doi_str_mv | 10.1109/ICCI-CC.2013.6622261 |
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Excessive load on working memory hinders learning or performance of individuals. The recommended remedy is to measure and design instructional systems that optimize the use of working memory capacity and avoid cognitive overload. Lexile measure is the current tool used in assessing the difficulty levels of text reading in English language. Studies on correlating the cognitive load with EEG for classifying tasks based on Lexile measures have been performed for native English speakers. In this work, an attempt has been made to analyze the scope of Lexile measure for assessing the cognitive load of Bilingual Indian subjects whose mother tongue is not English. Empirical results show that there is no statistical significance in classifying different reading tasks considering Lexile measures alone. 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The work could be extended further by including other parameters such as the level of interest and understanding along with performance evaluation for proper assessment of cognitive load in bilingual subjects.</description><subject>Bilingual</subject><subject>Cognitive Load</subject><subject>Current measurement</subject><subject>EEG</subject><subject>Europe</subject><subject>Instructional Design</subject><subject>Lexile Measures</subject><subject>Manganese</subject><subject>Physiology</subject><subject>Presses</subject><subject>Tongue</subject><isbn>1479907839</isbn><isbn>9781479907816</isbn><isbn>1479907812</isbn><isbn>9781479907830</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2013</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotz7tOwzAYQGEzIBVKn6AMfoEE3y9jZXFJVYkF5sp2fldGboLiBNG3Z6DT2T7pIPRISUspsU-dc13jXMsI5a1SjDFFb9A9Fdpaog23K7SpNQfClFacKHmH9rvBl0vNFY8Jx_E05Dn_AC6j73EaJxxyycNp8QXXJXxBnCsOvkKPxwEX-M0F8Bl8XSaoD-g2-VJhc-0afb48f7i35vD-2rndoclUy7nRJngAIrmMRgVlJERuQrSGCx76yPtgpRRRM0FCpEYIYpVhwBIjRkhIfI22_24GgOP3lM9-uhyvu_wPPVhMDA</recordid><startdate>201307</startdate><enddate>201307</enddate><creator>Kumar, Pravin</creator><creator>Anandan, Kavitha</creator><creator>Balasubramanian, Geethanjali</creator><creator>Veezhinathan, Mahesh</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201307</creationdate><title>Analysis of cognitive load for bilingual subjects based on lexile measures</title><author>Kumar, Pravin ; Anandan, Kavitha ; Balasubramanian, Geethanjali ; Veezhinathan, Mahesh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-78baee0535c86b685ec38bc98343bdc3db9554c7240bc184409682e2f20845ef3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Bilingual</topic><topic>Cognitive Load</topic><topic>Current measurement</topic><topic>EEG</topic><topic>Europe</topic><topic>Instructional Design</topic><topic>Lexile Measures</topic><topic>Manganese</topic><topic>Physiology</topic><topic>Presses</topic><topic>Tongue</topic><toplevel>online_resources</toplevel><creatorcontrib>Kumar, Pravin</creatorcontrib><creatorcontrib>Anandan, Kavitha</creatorcontrib><creatorcontrib>Balasubramanian, Geethanjali</creatorcontrib><creatorcontrib>Veezhinathan, Mahesh</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library Online</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kumar, Pravin</au><au>Anandan, Kavitha</au><au>Balasubramanian, Geethanjali</au><au>Veezhinathan, Mahesh</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Analysis of cognitive load for bilingual subjects based on lexile measures</atitle><btitle>2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing</btitle><stitle>ICCI-CC</stitle><date>2013-07</date><risdate>2013</risdate><spage>320</spage><epage>323</epage><pages>320-323</pages><eisbn>1479907839</eisbn><eisbn>9781479907816</eisbn><eisbn>1479907812</eisbn><eisbn>9781479907830</eisbn><abstract>Cognitive measures are directed to assess the load of working memory while performing different tasks. Excessive load on working memory hinders learning or performance of individuals. The recommended remedy is to measure and design instructional systems that optimize the use of working memory capacity and avoid cognitive overload. Lexile measure is the current tool used in assessing the difficulty levels of text reading in English language. Studies on correlating the cognitive load with EEG for classifying tasks based on Lexile measures have been performed for native English speakers. In this work, an attempt has been made to analyze the scope of Lexile measure for assessing the cognitive load of Bilingual Indian subjects whose mother tongue is not English. Empirical results show that there is no statistical significance in classifying different reading tasks considering Lexile measures alone. 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subjects | Bilingual Cognitive Load Current measurement EEG Europe Instructional Design Lexile Measures Manganese Physiology Presses Tongue |
title | Analysis of cognitive load for bilingual subjects based on lexile measures |
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