東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back to Search results for [ null ]

Switch To: Labeled | MARC Mode | ISBD

Portuguese speaking immigrant commun...

Foster-Karim, Cara J.

Linked to FindBook

Google Book

Amazon

博客來

Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data./
Author:	Foster-Karim, Cara J.
Description:	93 p.
Notes:	Source: Masters Abstracts International, Volume: 54-05.
Contained By:	Masters Abstracts International54-05(E).
Subject:	Urban planning. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1589435
ISBN:	9781321770544

Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data.
Foster-Karim, Cara J.

Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data. - 93 p.

Source: Masters Abstracts International, Volume: 54-05.

Thesis (M.A.)--Tufts University, 2015.

Immigrant communities in Massachusetts Gateway Cities face a number of economic and social challenges that can be difficult to understand or quantify through traditional research methods. This thesis explores the use of sentiment analysis of microblogging data as an alternative method for assessing well-being of immigrant communities, with a focus on Portuguese speaking immigrants. I collected Tweets from four key cities in Massachusetts and analyzed them using two sentiment lexicons, one in Portuguese and one in English. I compared results between languages as well as correlated with a number of traditional indicators of well-being gathered from U.S. Census data. I found that the results from the English analysis were overall more positive than those from the Portuguese analysis, but most differences were not statistically significant. I also found some correlations between the demographic data and the sentiment analysis results with promising implications for further research.

ISBN: 9781321770544Subjects--Topical Terms:

2122922
Urban planning.

Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data.
LDR:01969nmm a2200325 4500 001 2067797
005 20160418082931.5
008 170521s2015 ||||||||||||||||| ||eng d
020 $a 9781321770544
035 $a (MiAaPQ)AAI1589435
035 $a AAI1589435
040 $a MiAaPQ $c MiAaPQ
100 1 $a Foster-Karim, Cara J. $3 3182664
245 1 0 $a Portuguese speaking immigrant communities in Massachusetts: Assessing well-being through sentiment analysis of microblogging data.
300 $a 93 p.
500 $a Source: Masters Abstracts International, Volume: 54-05.
500 $a Adviser: Justin Hollander.
502 $a Thesis (M.A.)--Tufts University, 2015.
520 $a Immigrant communities in Massachusetts Gateway Cities face a number of economic and social challenges that can be difficult to understand or quantify through traditional research methods. This thesis explores the use of sentiment analysis of microblogging data as an alternative method for assessing well-being of immigrant communities, with a focus on Portuguese speaking immigrants. I collected Tweets from four key cities in Massachusetts and analyzed them using two sentiment lexicons, one in Portuguese and one in English. I compared results between languages as well as correlated with a number of traditional indicators of well-being gathered from U.S. Census data. I found that the results from the English analysis were overall more positive than those from the Portuguese analysis, but most differences were not statistically significant. I also found some correlations between the demographic data and the sentiment analysis results with promising implications for further research.
590 $a School code: 0234.
650 4 $a Urban planning. $3 2122922
650 4 $a Public policy. $3 532803
650 4 $a Demography. $3 614991
650 4 $a European studies. $3 3168420
650 4 $a Information technology. $3 532993
650 4 $a Web studies. $3 2122754
690 $a 0999
690 $a 0630
690 $a 0938
690 $a 0440
690 $a 0489
690 $a 0646
710 2 $a Tufts University. $b Urban and Environmental Policy and Planning. $3 1019399
773 0 $t Masters Abstracts International $g 54-05(E).
790 $a 0234
791 $a M.A.
792 $a 2015
793 $a English
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1589435