Water Consumption Dynamics in Izmir: Analyzing Influences of District, Seasonality, and External Events
| dc.contributor.author | Arslan, A. | |
| dc.contributor.author | Titiz, I.E. | |
| dc.contributor.author | Gürcan, E.C. | |
| dc.contributor.author | Demir, A. | |
| dc.date.accessioned | 2025-01-25T17:06:39Z | |
| dc.date.available | 2025-01-25T17:06:39Z | |
| dc.date.issued | 2024 | |
| dc.description | IEEE SMC; IEEE Turkiye Section | en_US |
| dc.description.abstract | This study investigates the patterns of water consumption in Izmir from January 2015 to January 2024, using a dataset provided by Izmir's Open Data Portal. The research aims to understand how different factors such as district, seasons, and external events like the COVID-19 pandemic influence water usage across the city. By employing statistical analysis and machine learning models including Decision Trees and K-means, this project identifies significant spatial and temporal variations in water consumption. This analysis not only aids in the efficient management of water resources but also serves as a foundation for future predictive modeling and sustainability efforts in urban settings. © 2024 IEEE. | en_US |
| dc.identifier.doi | 10.1109/ASYU62119.2024.10757161 | |
| dc.identifier.isbn | 979-835037943-3 | |
| dc.identifier.scopus | 2-s2.0-85213387640 | |
| dc.identifier.uri | https://doi.org/10.1109/ASYU62119.2024.10757161 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14365/5845 | |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024 -- 2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024 -- 16 October 2024 through 18 October 2024 -- Ankara -- 204562 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Covid-19 | en_US |
| dc.subject | Data Science | en_US |
| dc.subject | Izmir | en_US |
| dc.subject | Urban Sustainability | en_US |
| dc.subject | Water Consumption | en_US |
| dc.title | Water Consumption Dynamics in Izmir: Analyzing Influences of District, Seasonality, and External Events | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.scopusid | 59491439600 | |
| gdc.author.scopusid | 59490374500 | |
| gdc.author.scopusid | 59491647300 | |
| gdc.author.scopusid | 57549355800 | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.department | İzmir Ekonomi Üniversitesi | en_US |
| gdc.description.departmenttemp | Arslan A., Software Engineering, Izmir University of Economics, Izmir, Turkey; Titiz I.E.; Gürcan E.C.; Demir A., Computer Engineering, Izmir University of Economics, Izmir, 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 | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.openalex | W4406267802 | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 0.0 | |
| gdc.oaire.influence | 2.5349236E-9 | |
| gdc.oaire.isgreen | false | |
| gdc.oaire.popularity | 2.4744335E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.openalex.collaboration | National | |
| gdc.openalex.fwci | 0.0 | |
| gdc.openalex.normalizedpercentile | 0.34 | |
| gdc.opencitations.count | 0 | |
| gdc.plumx.mendeley | 2 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.scopus.citedcount | 0 | |
| gdc.virtual.author | Demir, Alper | |
| relation.isAuthorOfPublication | c9c431c0-6d14-4dac-87af-29d85e10ef21 | |
| relation.isAuthorOfPublication.latestForDiscovery | c9c431c0-6d14-4dac-87af-29d85e10ef21 | |
| relation.isOrgUnitOfPublication | e9e77e3e-bc94-40a7-9b24-b807b2cd0319 | |
| relation.isOrgUnitOfPublication | b4714bc5-c5ae-478f-b962-b7204c948b70 | |
| relation.isOrgUnitOfPublication | 26a7372c-1a5e-42d9-90b6-a3f7d14cad44 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | e9e77e3e-bc94-40a7-9b24-b807b2cd0319 |