收稿日期: 2015-04-07
修回日期: 2015-05-07
网络出版日期: 2015-05-20
基金资助
本文系2013年度高等学校博士学科点专项科研基金"数字图书馆协同机理研究及其概率群集建模应用"(项目编号:20130091110006)和浙江省文化厅科研项目"大数据环境下的公益性数字文化服务研究"(项目编号:zw2014086)研究成果之一。
A Simulate Study on the Resource Introduction Decision Strategy of Library Alliance based on Multi-Agent Modeling
Received date: 2015-04-07
Revised date: 2015-05-07
Online published: 2015-05-20
[目的/意义]当前图书馆联盟研究中既缺乏对内在管理机制、运行机理的研究,也缺乏基于大数据和数学建模的研究的现状,建立适用于联盟资源引进决策的Multi-Agent仿真模型,有助于科学、理性决策。[方法/过程]引入Multi-Agent建模方法,利用Matlab软件仿真图书馆联盟内成员馆、资源厂商等Agent的动态多次交互演化过程,研究各种指标环境下不同Agent的决策策略。[结果/结论]在充分的信息和资源条件下,图书馆联盟可以根据发展环境和阶段的不同,通过时间序列分析选择合适的资源引进策略,采取必要的综合手段,推进联盟内外的合作,实现成员馆和商家的长期共赢。该模型和方法对进一步完善和深化图书馆联盟的基础理论,提高图书馆建设效率,推进面向实际问题的图书馆联盟协同发展将有一定的理论意义和实用价值。
关键词： Multi-Agent; 图书馆联盟; matlab; 协同发展
经渊 , 陈雅 , 郑建明 . 基于Multi-Agent建模的图书馆联盟资源引进决策策略仿真研究[J]. 图书情报工作, 2015 , 59(10) : 41 -47 . DOI: 10.13266/j.issn.0252-3116.2015.10.006
[Purpose/significance]Study on the library alliance is lacking the research of internal management mechanism, operation mechanism, big data and mathematical modeling. A Multi-Agent model suitable for resource introduction decision strategy can support scientific and rational decision.[Method/process]This paper introduces the Multi-Agent modeling method, simulates the dynamic multiple interactive evolution process of library-agent and manufacturer-agent by Matlab, and studies different agent decision strategies under different indexes environment.[Result/conclusion]Through the analysis of simulation results, this paper concludes that, library alliance should make decision based on sufficient information resources, choose the appropriate resources introducing strategy according to development conditions and stages by analysis of time series, and take the necessary comprehensive means and promote the internal and external cooperation to realize long-term win-win of all member libraries and companies. The model and method have certain theoretical significance and practical value for further improve and deepen the basic theory of library alliance, enhance efficiency of library development, and improve cooperative development of library alliance for the practical problem.
Key words： Multi-Agent; library alliance; matlab; cooperative development
[1] Minsky M. Society of mind [M].New York: Simon & Schuster,1988:20-22.
[2] 陈静.基于多Agent的高校数字图书馆个性化信息服务系统模型研究[D].西安:西安电子科技大学,2011.
[3] 虞俊杰.基于Agent技术的数字图书馆互操作方案[J].图书馆学刊,2012(8):108-110.
[4] 李亚婷,刘向,陈雨丝.基于Multi-Agent的学术数字信息资源供应链的垄断策略仿真[J].情报科学,2014(3):131-137.
[5] Moawad I F, Talha H, Hosny E, et al.Agent-based Web search personalization approach using dynamic user profile[J]. Egyptian Informatics Journal, 2012,13 (3):191-198.
[6] 谈大军,高波,贾素娜. 1998-2007年我国图书馆联盟研究综述[J]. 情报理论与实践,2010(4):119-123.
[7] 刘峻青. 图书馆联盟的构建模式和发展机制研究[J]. 中国图书馆学报,2013(8):24-29.
[8] 刘建军.对联盟方式电子图书馆的系统框架设计[J].情报学报,1998(4):296-300.
[9] 陈凌.CALIS转型与可持续发展[P/OL].[2014-11-15].http://www.apabi.cn/news/1/2014/0523/716.html.
[10] Adema J, Schmidt B. From service providers to content producers:New opportunities for libraries in collaborative open access book publishing [J]. New Review of Academic Librarianship,2010,16(81):28-43.
[11] Joshi S. Development and implementation of a MATLAB simulation project for a multidisciplinary graduate course in autonomous robotics[J]. Source of the Document Computer Applications in Engineering Education,2014,12(1):54-64.
[12] Zhu Xiang, Li Daoliang, Rodriguez L F. An agent-based simulation model of a nutrient trading market for natural resources management[J]. Mathematical and Computer Modelling,2010, 54 (3-4):987-994.
[13] Yu Qiangyi, Wu Wenbin, Chen Yangyang, et al. Model application of an agent-based model for simulating crop pattern dynamics at regional scale based on MATLAB[J]. Transactions of the Chinese Society of Agricultural Engineering, 2014, 30(12):105-114.
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