語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Automated Support for Model Selectio...
~
Missakian, Mario Sarkis.
FindBook
Google Book
Amazon
博客來
Automated Support for Model Selection Using Analytic Hierarchy Process.
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Automated Support for Model Selection Using Analytic Hierarchy Process./
作者:
Missakian, Mario Sarkis.
面頁冊數:
218 p.
附註:
Source: Dissertation Abstracts International, Volume: 72-07, Section: B, page: .
Contained By:
Dissertation Abstracts International72-07B.
標題:
Information Technology. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3454450
ISBN:
9781124638188
Automated Support for Model Selection Using Analytic Hierarchy Process.
Missakian, Mario Sarkis.
Automated Support for Model Selection Using Analytic Hierarchy Process.
- 218 p.
Source: Dissertation Abstracts International, Volume: 72-07, Section: B, page: .
Thesis (Ph.D.)--Nova Southeastern University, 2011.
Providing automated support for model selection is a significant research challenge in model management. Organizations maintain vast growing repositories of analytical models, typically in the form of spreadsheets. Effective reuse of these models could result in significant cost savings and improvements in productivity. However, in practice, model reuse is severely limited by two main challenges: (1) lack of relevant information about the models maintained in the repository, and (2) lack of end user knowledge that prevents them from selecting appropriate models for a given problem solving task.
ISBN: 9781124638188Subjects--Topical Terms:
1030799
Information Technology.
Automated Support for Model Selection Using Analytic Hierarchy Process.
LDR
:02348nam 2200325 4500
001
1401665
005
20111017084423.5
008
130515s2011 ||||||||||||||||| ||eng d
020
$a
9781124638188
035
$a
(UMI)AAI3454450
035
$a
AAI3454450
040
$a
UMI
$c
UMI
100
1
$a
Missakian, Mario Sarkis.
$3
1680813
245
1 0
$a
Automated Support for Model Selection Using Analytic Hierarchy Process.
300
$a
218 p.
500
$a
Source: Dissertation Abstracts International, Volume: 72-07, Section: B, page: .
500
$a
Adviser: Sumitra Mukherjee.
502
$a
Thesis (Ph.D.)--Nova Southeastern University, 2011.
520
$a
Providing automated support for model selection is a significant research challenge in model management. Organizations maintain vast growing repositories of analytical models, typically in the form of spreadsheets. Effective reuse of these models could result in significant cost savings and improvements in productivity. However, in practice, model reuse is severely limited by two main challenges: (1) lack of relevant information about the models maintained in the repository, and (2) lack of end user knowledge that prevents them from selecting appropriate models for a given problem solving task.
520
$a
This study built on the existing model management literature to address these research challenges. First, this research captured the relevant meta-information about the models. Next, it identified the features based on which models are selected. Finally, it used Analytic Hierarchy Process (AHP) to select the most appropriate model for any specified problem. AHP is an established method for multi-criteria decision-making that is suitable for the model selection task. To evaluate the proposed method for automated model selection, this study developed a simulated prototype system that implemented this method and tested it in two realistic end-user model selection scenarios based on previously benchmarked test problems.
590
$a
School code: 1191.
650
4
$a
Information Technology.
$3
1030799
650
4
$a
Information Science.
$3
1017528
650
4
$a
Computer Science.
$3
626642
690
$a
0489
690
$a
0723
690
$a
0984
710
2
$a
Nova Southeastern University.
$b
Information Systems (DISS).
$3
1023901
773
0
$t
Dissertation Abstracts International
$g
72-07B.
790
1 0
$a
Mukherjee, Sumitra,
$e
advisor
790
1 0
$a
Cohen, Maxine
$e
committee member
790
1 0
$a
Sun, Junping
$e
committee member
790
$a
1191
791
$a
Ph.D.
792
$a
2011
856
4 0
$u
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3454450
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9164804
電子資源
11.線上閱覽_V
電子書
EB
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入