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Topic Extraction Analysis for Sidoardjo Mudflow Disaster Impacts
http://hdl.handle.net/10959/4031
http://hdl.handle.net/10959/40318562cf9e-0623-4d22-8015-033350ed7949
名前 / ファイル | ライセンス | アクション |
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||||||||
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公開日 | 2017-02-13 | |||||||||||
タイトル | ||||||||||||
タイトル | Topic Extraction Analysis for Sidoardjo Mudflow Disaster Impacts | |||||||||||
言語 | en | |||||||||||
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言語 | eng | |||||||||||
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 | departmental bulletin paper | |||||||||||
著者 |
Yussanti, Nur Fajrina
× Yussanti, Nur Fajrina× 白田, 由香利
WEKO
34015
× Riri, Fitri Sar× Yussanti, Nur Fajrina× Riri, Fitri Sar |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | In this paper, we present our work on analyzing the impact of the Mudflow Disaster in Sidoardjo, Indonesia, based on text mining technologies. We conducted a topic extraction using the Latent Dirichlet Allocation model. To handle the difficult expressions and grasp the points, we use various techniques such as bigram segmentation for documents related to the Mudflow in English. The TreeTagger is the morphological analysis tool used. The extracted topics clearly showed the impact of the Sidoardjo Mudflow. The most widely discussed topic found was the resettlement conditions and the compensation for the victim corresponding to the presidential regulation. We also found other frequently mentioned topics, such as the payment of resettlement, water pollution, and the verification process for the households. | |||||||||||
書誌情報 |
ja : 學習院大學經濟論集 en : The journal of Faculty of Economics, Gakushuin University 巻 53, 号 3, p. 101-114, 発行日 2016-10 |
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出版者 | 学習院大学経済学会 | |||||||||||
言語 | ja | |||||||||||
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収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 00163953 | |||||||||||
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収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AN00038827 | |||||||||||
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内容記述タイプ | Other | |||||||||||
内容記述 | application/pdf | |||||||||||
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出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
URI | ||||||||||||
識別子 | http://hdl.handle.net/10959/4031 | |||||||||||
識別子タイプ | HDL |