Dog Walker Segmentation
| dc.contributor.author | Ercan, Alperen | |
| dc.contributor.author | Karan, Baris | |
| dc.contributor.author | Çakar, Tuna | |
| dc.date.accessioned | 2023-03-06T06:53:16Z | |
| dc.date.available | 2023-03-06T06:53:16Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | In this study dog walkers were separated into clusters according to walkers' walk habits. Due to the fact that the distributions were non-normal, normalization algorithms were applied before the onset of clustering. After normalizing, K Means algorithm and Gaussian Mixture Models used for finding optimum cluster count. According to these clusters, walkers' consecutive months separated to follow-up their behavioral traits. This part of the study adds value to the project to examine walkers' behaviors closer. | |
| dc.identifier.citation | Ercan, A., Karan, B., & Cakar, T. (2022). Köpek Gezdirici Segmentasyonu Dog Walker Segmentation. 2022 30th Signal Processing and Communications Applications Conference (SIU). https://doi.org/10.1109/siu55565.2022.986496 | |
| dc.identifier.doi | 10.1109/SIU55565.2022.9864967 | |
| dc.identifier.isbn | 9781665450928 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85138682529 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/1906 | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 30th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 15-18, 2022 -- Safranbolu, TURKEY | |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | RFM | |
| dc.subject | Dog Walkers | |
| dc.subject | Dog | |
| dc.subject | GMM | |
| dc.subject | KMeans | |
| dc.subject | Segmentation | |
| dc.subject | Clustering | |
| dc.title | Dog Walker Segmentation | |
| dc.title.alternative | Köpek Gezdirici Segmentasyonu | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.id | Çakar, Tuna / 0000-0001-8594-7399 | |
| gdc.author.institutional | Çakar, Tuna | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | open access | |
| gdc.coar.type | text::conference output | |
| gdc.description.department | Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | |
| gdc.description.endpage | 4 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 1 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.openalex | W4293863218 | |
| gdc.identifier.wos | WOS:001307163400305 | |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
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| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0508 media and communications | |
| gdc.oaire.sciencefields | 0502 economics and business | |
| gdc.oaire.sciencefields | 05 social sciences | |
| gdc.openalex.collaboration | International | |
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| gdc.opencitations.count | 0 | |
| gdc.plumx.mendeley | 4 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.publishedmonth | Mayıs | |
| gdc.relation.journal | 2022 30th Signal Processing and Communications Applications Conference, Siu 2022 | |
| gdc.scopus.citedcount | 0 | |
| gdc.virtual.author | Çakar, Tuna | |
| gdc.wos.citedcount | 0 | |
| gdc.wos.publishedmonth | Mayıs | |
| gdc.yokperiod | YÖK - 2022-23 | |
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