東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁 到查詢結果 [ subject:"Political science- Research" ]

切換: 標籤 | MARC模式 | ISBD

Images as data for social science re...

Webb Williams, Nora.

FindBook

Google Book

Amazon

博客來

Images as data for social science research = an introduction to convolutional neural nets for image classification /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Images as data for social science research/ Nora Webb Williams, Andreu Casas, John D. Wilkerson.
其他題名:	an introduction to convolutional neural nets for image classification /
作者:	Webb Williams, Nora.
其他作者:	Casas, Andreu.
出版者:	Cambridge :Cambridge University Press, : 2020.,
面頁冊數:	78 p. :ill. (some col.), digital ; 23 cm.
附註:	Title from publisher's bibliographic system (viewed on 17 Jul 2020).
標題:	Political science - Research -
電子資源:	https://doi.org/10.1017/9781108860741
ISBN:	9781108860741

Images as data for social science research = an introduction to convolutional neural nets for image classification /
Webb Williams, Nora.

Images as data for social science researchan introduction to convolutional neural nets for image classification /[electronic resource] :Nora Webb Williams, Andreu Casas, John D. Wilkerson. - Cambridge :Cambridge University Press,2020. - 78 p. :ill. (some col.), digital ; 23 cm. - Cambridge elements. Elements in quantitative and computational methods for social science. - Cambridge elements.Elements in quantitative and computational methods for social science..

Title from publisher's bibliographic system (viewed on 17 Jul 2020).

Images play a crucial role in shaping and reflecting political life. Digitization has vastly increased the presence of such images in daily life, creating valuable new research opportunities for social scientists. We show how recent innovations in computer vision methods can substantially lower the costs of using images as data. We introduce readers to the deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. We then provide guidance and specific instructions for scholars interested in using these methods in their own research.

ISBN: 9781108860741Subjects--Topical Terms:

910357
Political science
--Research

LC Class. No.: JA86 / .W55 2020

Dewey Class. No.: 320.072

Images as data for social science research = an introduction to convolutional neural nets for image classification /
LDR:01604nmm a2200253 a 4500 001 2308932
003 UkCbUP
005 20200809171940.0
006 m d
007 cr nn 008maaau
008 230530s2020 enk o 1 0 eng d
020 $a 9781108860741 $q (electronic bk.)
020 $a 9781108816854 $q (paperback)
035 $a CR9781108860741
040 $a UkCbUP $b eng $c UkCbUP $d GP
050 4 $a JA86 $b .W55 2020
082 0 4 $a 320.072 $2 23
090 $a JA86 $b .W368 2020
100 1 $a Webb Williams, Nora. $3 3615862
245 1 0 $a Images as data for social science research $h [electronic resource] : $b an introduction to convolutional neural nets for image classification / $c Nora Webb Williams, Andreu Casas, John D. Wilkerson.
260 $a Cambridge : $b Cambridge University Press, $c 2020.
300 $a 78 p. : $b ill. (some col.), digital ; $c 23 cm.
490 1 $a Cambridge elements. Elements in quantitative and computational methods for social science
500 $a Title from publisher's bibliographic system (viewed on 17 Jul 2020).
520 $a Images play a crucial role in shaping and reflecting political life. Digitization has vastly increased the presence of such images in daily life, creating valuable new research opportunities for social scientists. We show how recent innovations in computer vision methods can substantially lower the costs of using images as data. We introduce readers to the deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. We then provide guidance and specific instructions for scholars interested in using these methods in their own research.
650 0 $a Political science $x Research $x Methodology. $3 910357
650 0 $a Image processing $x Digital techniques. $3 532550
650 0 $a Machine learning. $3 533906
650 0 $a Neural networks (Computer science) $3 532070
700 1 $a Casas, Andreu. $3 3480339
700 1 $a Wilkerson, John D. $3 3615863
830 0 $a Cambridge elements. $p Elements in quantitative and computational methods for social science. $3 3615864
856 4 0 $u https://doi.org/10.1017/9781108860741