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研究生: 陳政輝
Jheng-Huei Chen
論文名稱: 輔以動態權重標記式分群的混合式社群網路搜尋策略
Hybrid Search Scheme for Social Networks Supported by Dynamic Weighted Distributed Label Clustering
指導教授: 呂政修
Jenq-Shiou Leu
口試委員: 陳省隆
Hsing-Lung Chen
石維寬
Wei-Kuan Shih
孫敏德
Min-Te Sun
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2013
畢業學年度: 101
語文別: 中文
論文頁數: 47
中文關鍵詞: 社群網路資訊搜尋支配幾何分散式標記分群
外文關鍵詞: Social Network, Information Searching, Dominating Set, Distributed Label Clustering
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  • 資訊搜尋近年已普遍的被應用於社群網路中。而以群為基準建構的社群網路裡,挑選合適的群首有助於使用者散播尋問訊息並且提升搜尋效率。因此,我們提出一個混合式資訊搜尋機制並且搭配動態權重之分散式標記分群輔助結構加速資訊搜尋速度。模擬結果顯示,相較於其他既有的機制,混合式資訊搜尋機制搭配動態權重之分散式標記分群輔助結構在資訊搜尋成功率、搜尋時間、重覆訊息比率上能取得較好的效能。


    Information searches are the most common application within social network. Choosing the appropriate users as the clusterheads in a clustering-based social network facilitates the effective spread of query messages, resulting in effective search performance. To accomplish this, a hybrid search(HS) scheme is proposed, using a dynamic weighted distributed label clustering (DW-DLC) structure to facilitate searches. The DW-DLC structure accelerates the process of locating target information within social network. The simulation results show that the HS+DW-DLC scheme obtains a favorable balance among the search success rate, searching delay, and the amount of repeated messages.

    論文摘要 I ABSTRACT II 誌謝 III 第1章 緒論 1 1.1 社群網路相關背景簡介 1 1.2 社群網路資訊搜尋方法 4 1.2.1 社群網路搜尋方法 – 泛洪演算法 5 1.2.2 社群網路搜尋方法 – 隨機步行者 7 1.3 研究動機 9 1.4 章節提要 10 第2章 相關工作 11 2.1 社群網路中輔助結構體 11 2.1.1 支配集合輔助結構 11 2.1.2 強連接性支配集合輔助結構 14 2.1.3 弱連接性支配集合輔助結構 16 2.1.4 分散式標記分群輔助結構 20 第3章 輔以動態權重標記式分群的混合式社群網路搜尋策略 24 3.1 混合式搜尋演算法主軸 24 3.2 動態權重之分群輔助結構 26 3.2.1 DW-DLC相關參數定義 26 3.2.2 動態權重之分群輔助結構主軸- DW-DLC 28 3.3 基於動態權重之分群輔助結構的混合式搜尋策略流程圖 30 第4章 模擬結果分析與探討 33 4.1 模擬環境及效能評估指標介紹 33 4.2 平均搜尋負擔 35 4.3 平均搜尋時間結果 36 4.4 成功找尋的資訊量 37 4.5 搜尋成功率 38 4.6 重複訊息比率 39 第5章 結論 40

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