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We examined the spatiotemporal variability of people\u0027s interests in 12 types of berries and their attributes by accessing Yandex statistics (Yandex) and Google Trends (GT) about these topics in the Russian Far East. On Yandex, time-series data for people\u0027s interests in many berries for all target regions showed clear seasonal changes, with an annual peak that occurs at the time of ripening. Interest in berries was observed in many cities and regions in the far east of Russia, where indigenous peoples and Sakha traditionally utilize berries for subsistence. The attributes of accessed terms were closely related to terms about berry varieties and edible berries, berry purchases, photographs, and recipes. These results supported the usability of Yandex and GT data to evaluate the spatiotemporal variability of people\u0027s interests in berries. Despite systematic biases, such as in the Internet environment and user characteristics as well as limitations of spatial resolution and access period, the integrated use of Yandex and GT should be developed to evaluate the spatiotemporal variability of people\u0027s interests in berries, especially in areas that are difficult to access.", "subitem_description_type": "Abstract"}]}, "item_10001_relation_14": {"attribute_name": "DOI", "attribute_value_mlt": [{"subitem_relation_name": [{"subitem_relation_name_text": "10.1016/j.polar.2022.100871"}], "subitem_relation_type_id": {"subitem_relation_type_id_text": "https://doi.org/10.1016/j.polar.2022.100871", "subitem_relation_type_select": "DOI"}}]}, "item_10001_source_id_9": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "18739652", "subitem_source_identifier_type": "ISSN"}]}, "item_access_right": {"attribute_name": "アクセス権", "attribute_value_mlt": [{"subitem_access_right": "metadata only access", "subitem_access_right_uri": "http://purl.org/coar/access_right/c_14cb"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "Shin, Nagai", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "74305", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Kotani, Ayumi", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "74306", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Maruya, Yasuyuki", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "74307", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Gavrilyeva, Tuyara", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "74308", "nameIdentifierScheme": "WEKO"}]}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "Food", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Nature\u0027s contributions to people", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Social sensing", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Subsistence", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}]}, "item_language": {"attribute_name": "言語", "attribute_value_mlt": [{"subitem_language": "eng"}]}, "item_resource_type": {"attribute_name": "資源タイプ", "attribute_value_mlt": [{"resourcetype": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "Can Yandex statistics and google trends be used to detect people\u0027s interests in berries in the Russian Far East?", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "Can Yandex statistics and google trends be used to detect people\u0027s interests in berries in the Russian Far East?"}, {"subitem_title": "Can Yandex statistics and google trends be used to detect people\u0027s interests in berries in the Russian Far East?", "subitem_title_language": "en"}]}, "item_type_id": "10001", "owner": "26", "path": ["2103"], "permalink_uri": "https://nipr.repo.nii.ac.jp/records/16977", "pubdate": {"attribute_name": "公開日", "attribute_value": "2022-10-14"}, "publish_date": "2022-10-14", "publish_status": "0", "recid": "16977", "relation": {}, "relation_version_is_last": true, "title": ["Can Yandex statistics and google trends be used to detect people\u0027s interests in berries in the Russian Far East?"], "weko_shared_id": -1}
Can Yandex statistics and google trends be used to detect people's interests in berries in the Russian Far East?
https://nipr.repo.nii.ac.jp/records/16977
https://nipr.repo.nii.ac.jp/records/1697741774702-e37a-41a7-87f1-8d6722057deb
Item type | 学術雑誌論文 / Journal Article(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2022-10-14 | |||||
タイトル | ||||||
タイトル | Can Yandex statistics and google trends be used to detect people's interests in berries in the Russian Far East? | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Can Yandex statistics and google trends be used to detect people's interests in berries in the Russian Far East? | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Food | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Nature's contributions to people | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Social sensing | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Subsistence | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
アクセス権 | ||||||
アクセス権 | metadata only access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
著者 |
Shin, Nagai
× Shin, Nagai× Kotani, Ayumi× Maruya, Yasuyuki× Gavrilyeva, Tuyara |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Ripening berries are one of nature's important contributions to people in the Russian Far East. We examined the spatiotemporal variability of people's interests in 12 types of berries and their attributes by accessing Yandex statistics (Yandex) and Google Trends (GT) about these topics in the Russian Far East. On Yandex, time-series data for people's interests in many berries for all target regions showed clear seasonal changes, with an annual peak that occurs at the time of ripening. Interest in berries was observed in many cities and regions in the far east of Russia, where indigenous peoples and Sakha traditionally utilize berries for subsistence. The attributes of accessed terms were closely related to terms about berry varieties and edible berries, berry purchases, photographs, and recipes. These results supported the usability of Yandex and GT data to evaluate the spatiotemporal variability of people's interests in berries. Despite systematic biases, such as in the Internet environment and user characteristics as well as limitations of spatial resolution and access period, the integrated use of Yandex and GT should be developed to evaluate the spatiotemporal variability of people's interests in berries, especially in areas that are difficult to access. | |||||
書誌情報 |
en : Polar Science 巻 33, p. 100871, 発行日 2022-09 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 18739652 | |||||
DOI | ||||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1016/j.polar.2022.100871 | |||||
関連名称 | 10.1016/j.polar.2022.100871 |