Behaviour Analysis of Izmir Residents Using Public Wi-Fi Access Point Usage
| dc.contributor.author | Dilek I. | |
| dc.contributor.author | Oguz K. | |
| dc.contributor.author | Demir A. | |
| dc.date.accessioned | 2023-06-16T15:00:48Z | |
| dc.date.available | 2023-06-16T15:00:48Z | |
| dc.date.issued | 2022 | |
| dc.description | 3rd International Informatics and Software Engineering Conference, IISEC 2022 -- 15 December 2022 through 16 December 2022 -- 185735 | en_US |
| dc.description.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. | en_US |
| dc.identifier.doi | 10.1109/IISEC56263.2022.9998278 | |
| dc.identifier.isbn | 9.78E+12 | |
| dc.identifier.scopus | 2-s2.0-85146368650 | |
| dc.identifier.uri | https://doi.org/10.1109/IISEC56263.2022.9998278 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14365/3564 | |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 3rd International Informatics and Software Engineering Conference, IISEC 2022 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | access point | en_US |
| dc.subject | behaviour analysis | en_US |
| dc.subject | smart city | en_US |
| dc.subject | wi-fi | en_US |
| dc.subject | K-means clustering | en_US |
| dc.subject | Wireless local area networks (WLAN) | en_US |
| dc.subject | Access points | en_US |
| dc.subject | Behavior analysis | en_US |
| dc.subject | Crowd analysis | en_US |
| dc.subject | K-means | en_US |
| dc.subject | Metropolitan municipalities | en_US |
| dc.subject | Seasonal trends | en_US |
| dc.subject | WI - FI | en_US |
| dc.subject | Smart city | en_US |
| dc.title | Behaviour Analysis of Izmir Residents Using Public Wi-Fi Access Point Usage | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
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| gdc.description.departmenttemp | Dilek, I., İzmir 29 Mayis Bornova College Science High School, Turkey; Oguz, K., İzmir University of Economics, Computer Engineering, Turkey; Demir, A., İzmir University of Economics, Computer Engineering, Turkey | en_US |
| gdc.description.endpage | 6 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 1 | |
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| gdc.identifier.openalex | W4313343663 | |
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| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
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| gdc.virtual.author | Oğuz, Kaya | |
| gdc.virtual.author | Demir, Ayşe Banu | |
| gdc.virtual.author | Demir, Alper | |
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