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作者:許家銜
作者(英文):Chia-Hsien Hsu
論文名稱:採用網路資料包絡分析之物聯網相關產業效率研究
論文名稱(英文):Efficiency Evaluation of IoT Related Business by Network Data Envelopment Analysis
指導教授:高韓英
指導教授(英文):Han-Ying Kao
口試委員:張道顧
葉富豪
口試委員(英文):Tao-Ku Chang
Fu-Hao Yeh
學位類別:碩士
校院名稱:國立東華大學
系所名稱:資訊工程學系
學號:610521233
出版年(民國):110
畢業學年度:109
語文別:中文
論文頁數:39
關鍵詞:物聯網相關產業多目標規劃網路資料包絡分析個案研究
關鍵詞(英文):IoT industry relatesMulti-ObjectiveNetwork DEACase Study
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隨著資訊科技快速進步,使得物聯網蓬勃發展,本研究探討台灣資訊公司投入在物聯網展業是否有顯著的績效,本研究篩選出近年來30家上市上櫃公司進行績效評估,使用多目標規劃,網路資料包落分析,進行效率計算,觀察各公司各部門效率與整體效率的相關性,以及台灣物聯網成長與否,以供決策者參考。
This study investigates the efficiencies of information technology business as they are investing in Internet of things (IoT).We sample 30 publicy listing companies as the decision making units(DMUs).By using network data envelopment analsis (NDEA) and multi-objective programming (MOP),the departmental and overall efficiencies of every DMU are calculated.Thetrends of thse IoT relates business are analyzed for further strategic planning in the DMus
第一章 緒論 1
第一節 研究背景 1
第二節 研究內容 2
第二章 文獻探討 5
第一節 資料包絡分析 5
第二節 網路資料包絡分析 9
第三節 多目標規劃 11
第四節 物聯網相關產業概述 13
第三章 研究方法 17
第一節 模型參數描述 17
第二節 多目標網路資料包絡分析模型 18
第三節 資料蒐集 20
第四節 研究流程架構 20
第四章 案例研究 23
第一節 建立網路架構與決定各部門投入/產出/中間因子 23
第二節 決策單位資料說明 24
第三節 建立多目標網路資料包絡分析模型 25
第四節 研究限制 25
第五節 效率結果 25
第六節 結果分析 30
第五章 結論與未來研究方向 37
第一節 結論 37
第二節 未來研究 37
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