Behaviour Analysis of Izmir Residents Using Public Wi-Fi Access Point Usage
Loading...
Files
Date
2022
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers Inc.
Open Access Color
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
BIP! Indicators
Impulse
Average
Influence
Average
Popularity
Average
Abstract
The wide distribution of access points in Izmir allows the collected information to be employed in smart city algorithms. In this study, we analyze the information that has been made publicly available by Izmir Metropolitan Municipality. We first show that the data is reliable, then analyze it from the perspectives of holidays, seasonal trends, and the COVID-19 pandemic. The study also shows that the information can be used for crowd analysis and forecasting, using K-means and SARIMA algorithms, respectively. © 2022 IEEE.
Description
3rd International Informatics and Software Engineering Conference, IISEC 2022 -- 15 December 2022 through 16 December 2022 -- 185735
Keywords
access point, behaviour analysis, smart city, wi-fi, K-means clustering, Wireless local area networks (WLAN), Access points, Behavior analysis, Crowd analysis, K-means, Metropolitan municipalities, Seasonal trends, WI - FI, Smart city
Fields of Science
0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology
Citation
WoS Q
N/A
Scopus Q
N/A
OpenCitations Citation Count
N/A
Source
3rd International Informatics and Software Engineering Conference, IISEC 2022
Volume
Issue
Start Page
1
End Page
6
PlumX Metrics
Citations
Scopus : 0
Captures
Mendeley Readers : 1
Google Scholar™
OpenAlex FWCI
0.0
Sustainable Development Goals
9
INDUSTRY, INNOVATION AND INFRASTRUCTURE
11
SUSTAINABLE CITIES AND COMMUNITIES
