Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms
Agricultural cooperatives have important contributions to farmers. Thanks to cooperatives, agricultural products are sold at high prices, while agricultural inputs can be purchased at low prices. Cooperatives provide their partners with technical support in product processing, grading, standardizati...
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| Format: | Article |
| Language: | English |
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Ankara University
2022-02-01
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| Series: | Journal of Agricultural Sciences |
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| Online Access: | https://dergipark.org.tr/tr/download/article-file/1109285 |
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| _version_ | 1849468054530949120 |
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| author | Tayfun Çukur Figen Çukur |
| author_facet | Tayfun Çukur Figen Çukur |
| author_sort | Tayfun Çukur |
| collection | DOAJ |
| description | Agricultural cooperatives have important contributions to farmers. Thanks to cooperatives, agricultural products are sold at high prices, while agricultural inputs can be purchased at low prices. Cooperatives provide their partners with technical support in product processing, grading, standardization, storage and quality. On the other hand, cooperatives contribute to the sustainability of agricultural activities by providing credit support to their members. The current research was carried out Milas district of Muğla province, which is the center of pine honey production in Turkey. In the current research, a survey was conducted face to face with 62 farmers engaged in beekeeping, and the decision tree model, which is one of the data mining methods, was used in determining the factors that affect the beekeepers' membership in cooperatives. As a result of the statistical analyses conducted, it was concluded that on the cooperative membership of beekeepers, their status of using credit, education level and status of receiving beekeeping supports have a highly significant influence. |
| format | Article |
| id | doaj-art-fabf35f6f6cd4e1583f04865fde94b6e |
| institution | Kabale University |
| issn | 1300-7580 2148-9297 |
| language | English |
| publishDate | 2022-02-01 |
| publisher | Ankara University |
| record_format | Article |
| series | Journal of Agricultural Sciences |
| spelling | doaj-art-fabf35f6f6cd4e1583f04865fde94b6e2025-08-20T03:25:57ZengAnkara UniversityJournal of Agricultural Sciences1300-75802148-92972022-02-01281253210.15832/ankutbd.73923045Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree AlgorithmsTayfun Çukur0Figen Çukur1Muğla Sıtkı Koçman ÜniversitesiMuğla Sıtkı Koçman ÜniversitesiAgricultural cooperatives have important contributions to farmers. Thanks to cooperatives, agricultural products are sold at high prices, while agricultural inputs can be purchased at low prices. Cooperatives provide their partners with technical support in product processing, grading, standardization, storage and quality. On the other hand, cooperatives contribute to the sustainability of agricultural activities by providing credit support to their members. The current research was carried out Milas district of Muğla province, which is the center of pine honey production in Turkey. In the current research, a survey was conducted face to face with 62 farmers engaged in beekeeping, and the decision tree model, which is one of the data mining methods, was used in determining the factors that affect the beekeepers' membership in cooperatives. As a result of the statistical analyses conducted, it was concluded that on the cooperative membership of beekeepers, their status of using credit, education level and status of receiving beekeeping supports have a highly significant influence.https://dergipark.org.tr/tr/download/article-file/1109285beekeepingfarmersdata miningmachine learningmilas |
| spellingShingle | Tayfun Çukur Figen Çukur Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms Journal of Agricultural Sciences beekeeping farmers data mining machine learning milas |
| title | Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms |
| title_full | Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms |
| title_fullStr | Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms |
| title_full_unstemmed | Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms |
| title_short | Determining Factors Affecting Cooperative Membership of the Beekeepers Using Decision Tree Algorithms |
| title_sort | determining factors affecting cooperative membership of the beekeepers using decision tree algorithms |
| topic | beekeeping farmers data mining machine learning milas |
| url | https://dergipark.org.tr/tr/download/article-file/1109285 |
| work_keys_str_mv | AT tayfuncukur determiningfactorsaffectingcooperativemembershipofthebeekeepersusingdecisiontreealgorithms AT figencukur determiningfactorsaffectingcooperativemembershipofthebeekeepersusingdecisiontreealgorithms |