政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/73102

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 109948/140897 (78%)
Visitors : 46096003 Online Users : 855

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 商學院 > 資訊管理學系 > 期刊論文 > Item 140.119/73102

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/73102

Title:	Recommender system for software project planning one application of revised CBR algorithm
Authors:	楊亨利 Yang, Heng-Li;Wang, Cheng-Su
Contributors:	資管系
Keywords:	Project planning;Case-based reasoning;Hybrid AI applications;Recommender system;Multiple objective decisions
Date:	2009-07
Issue Date:	2015-01-21 11:19:00 (UTC+8)
Abstract:	Project management is an experience-driven and knowledge-centralized activity. Therefore, project managers require some assistance to reduce the uncertainty at the early stage of constructing project plans. To overcome the predicament faced by project managers, this investigation proposes a hierarchical criteria architecture (HCA) to enable project managers to describe project requirements adequately. Furthermore, to solve HCA problems, a revised case-based reasoning (RCBR) algorithm, is presented and a recommender system for software project planning is implemented, based on multiple objectives decision techniques and the mining approach. Finally, the proposed RCBR algorithm is successfully applied to analyze 41 real projects from a software consultancy in Taiwan. Experimental results demonstrate that RCBR can efficiently provide related information to help project managers to construct project plans at an early stage. Additionally, the knowledge discovery process of RCBR provides project managers with results similar to what-if analysis. The knowledge can enable project managers to obtain feasible information to re-schedule project resources, and bargain with their customers in the early project planning stage.
Relation:	Expert Systems with Applications,36(5),8938-8945
Data Type:	article
DOI 連結:	http://dx.doi.org/http://dx.doi.org/10.1016/j.eswa.2008.11.050
DOI:	10.1016/j.eswa.2008.11.050
Appears in Collections:	[資訊管理學系] 期刊論文

Files in This Item:

File	Size	Format
8938.pdf	762Kb	Adobe PDF2	1175	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...