Paper Abstract and Keywords |
Presentation |
2023-01-27 14:10
A study on the introduction of managerial workers in crime detection using crowdsourcing Tomoya Nohara (Doshisha Univ.), Ryuya Itano, Takahiro Koita (Graduate School of Doshisha University) CAS2022-89 ICTSSL2022-53 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, the number of surveillance cameras installed has been increasing due to the spread of IoT, but there is a shortage of human resources to detect abnormalities from surveillance camera video. In a previous study, a crime detection method using crowdsourcing was proposed, but the low reliability of the response results and high cost were issues. In addition, in order to reduce the number of tasks assigned to workers, an attempt was made to remove easy tasks that do not require human judgment in advance using deep learning, but the current deep learning method does not provide sufficient accuracy. In this study, we aim to reduce the number of worker task assignments by introducing a highly reliable manager-worker that manages worker tasks. We then conducted a cost and cost-effectiveness analysis to determine whether the manager-worker method is more useful than the conventional method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Anomaly detection / Crowdsorcing / Manager worker / Amazon Mechanical Turk / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 361, ICTSSL2022-53, pp. 131-134, Jan. 2023. |
Paper # |
ICTSSL2022-53 |
Date of Issue |
2023-01-19 (CAS, ICTSSL) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
CAS2022-89 ICTSSL2022-53 |
Conference Information |
Committee |
ICTSSL CAS |
Conference Date |
2023-01-26 - 2023-01-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
TBD |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Student Session, General Session |
Paper Information |
Registration To |
ICTSSL |
Conference Code |
2023-01-ICTSSL-CAS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A study on the introduction of managerial workers in crime detection using crowdsourcing |
Sub Title (in English) |
|
Keyword(1) |
Anomaly detection |
Keyword(2) |
Crowdsorcing |
Keyword(3) |
Manager worker |
Keyword(4) |
Amazon Mechanical Turk |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Tomoya Nohara |
1st Author's Affiliation |
Doshisha University (Doshisha Univ.) |
2nd Author's Name |
Ryuya Itano |
2nd Author's Affiliation |
Graduate School of Doshisha University (Graduate School of Doshisha University) |
3rd Author's Name |
Takahiro Koita |
3rd Author's Affiliation |
Graduate School of Doshisha University (Graduate School of Doshisha University) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2023-01-27 14:10:00 |
Presentation Time |
20 minutes |
Registration for |
ICTSSL |
Paper # |
CAS2022-89, ICTSSL2022-53 |
Volume (vol) |
vol.122 |
Number (no) |
no.360(CAS), no.361(ICTSSL) |
Page |
pp.131-134 |
#Pages |
4 |
Date of Issue |
2023-01-19 (CAS, ICTSSL) |
|