Please wait a minute...
Advanced Search
现代图书情报技术  2016, Vol. 32 Issue (3): 74-81    DOI: 10.11925/infotech.1003-3513.2016.03.10
  研究论文 本期目录 | 过刊浏览 | 高级检索 |
网络外包任务的知识需求建模研究*
马天翼(),张朋柱,冯浩垠
上海交通大学安泰经济与管理学院 上海 200030
Knowledge Requirement Model for Online Outsourcing Tasks
Ma Tianyi(),Zhang Pengzhu,Feng Haoyin
Antai College of Economics & Management, Shanghai Jiaotong University, Shanghai 200030, China
全文: PDF(558 KB)   HTML ( 54
输出: BibTeX | EndNote (RIS)      
摘要 

目的】研究建立网络外包环境下的任务知识需求模型构建方法。【应用背景】将任务所需的知识模型构建方法应用于网络外包平台中, 为任务和人才的在线匹配进行服务。【方法】设计专家系统框架, 构建任务的描述模型, 进而分别基于推理规则和文本分析技术对任务进行解析, 以量化方式获取任务的知识需求。【结果】通过案例验证该系统框架的建模方法具有良好的效果, 能够准确地获取网络外包任务的知识需求模型。【结论】本研究设计的任务知识需求建模方法能够为网络外包的任务和人才匹配打下基础。

服务
把本文推荐给朋友
加入引用管理器
E-mail Alert
RSS
作者相关文章
马天翼
张朋柱
冯浩垠
关键词 知识需求专家系统推理规则文本分析    
Abstract

[Objective] This study aims to build a knowledge requirement model for online outsourcing tasks. [Context] The proposed model could help us find proper personnel for each task. [Methods] We first designed an expert system framework and built a descriptive model for each task. And then, we analyzed the tasks based on inference rules and text analysis technology, with the purpose of quantifying the knowledge requirement for each task. [Results] The proposed framework successfully established the knowledge requirement model. [Conclusions] The new model laid foundation for the task-talent matching system of online outsourcing services.

Key wordsKnowledge requirement    Expert system    Inference rule    Text analysis
收稿日期: 2015-10-16     
基金资助:*本文系国家自然科学基金面上项目“面向网络化创新外包的任务-人才在线匹配研究”(项目编号:71171131)、国家自然科学基金委创新研究群体基金项目“运营与创新管理”(项目编号:71421002)和长江学者和创新团队发展计划项目“服务外包创新管理”(项目编号:IRT13030)的研究成果之一
引用本文:   
马天翼,张朋柱,冯浩垠. 网络外包任务的知识需求建模研究*[J]. 现代图书情报技术, 2016, 32(3): 74-81.
Ma Tianyi,Zhang Pengzhu,Feng Haoyin. Knowledge Requirement Model for Online Outsourcing Tasks. New Technology of Library and Information Service, DOI:10.11925/infotech.1003-3513.2016.03.10.
链接本文:  
http://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.1003-3513.2016.03.10
[1] Chesbrough H M.Open Innovation: The New Imperative for Creating and Profiting from Technology [M]. Harverd Business School Press, 2003.
[2] Gassmann O, Enkel E, Chesbrough H.The Future of Open Innovation[J]. R&D Management, 2010, 40(3): 213-221.
[3] 史新. “威客”模式在国内的发展现状及优化研究[J]. 情报杂志, 2009, 28(1): 156-160.
[3] (Shi Xin.A Study on the Development and the Optimization of Witkey Pattern[J]. Journal of Intelligence, 2009, 28(1): 156-160.)
[4] Eppinger S D, Chitkara A R.The New Practice of Global Product Development[J]. MIT Sloan Management Review, 2006, 47(4): 22-30.
[5] Lai E L C, Riezman R, Wang P. Outsourcing of Innovation[J]. Economic Theory, 2009, 38(3): 485-515.
[6] 刘景江. 网络时代的外包模式[J]. 中国工业经济, 2003(11): 21-26.
[6] (Liu Jingjiang.Outsourcing Model in the Networking Times[J]. China Industrial Economy, 2003(11): 21-26.)
[7] 陈伟, 李华. 服务外包人才培养模式研究[J]. 现代管理科学, 2008(1): 96-98.
[7] (Chen Wei, Li Hua.Research on Training Mode of Service Outsourcing Talents[J]. Modern Management Science, 2008(1): 96-98.)
[8] Duursma C, Schrooten R, Amero D.Model Ontology Requirements for Domain Model Validation [C]. In: Proceedings of the European Symposium on the Validation and Verification of Knowledge Based Systems. 1993: 175-189.
[9] Van Der Aalst W M P. Challenges in Business Process Analysis [C]. In: Proceedings of the 9th International Conference on Enterprise Information Systems. 2007: 27-42.
[10] Tr?tteberg H.Modeling Work: Workflow and Task Modeling [A]. //Computer-Aided Design of User Interfaces II[M]. Springer Netherlands, 1999: 275-280.
[11] 王楠, 孙利, 孙善武, 等. 基于G-KRA模型框架的工作流建模[J]. 吉林大学学报: 理学版, 2013, 51(2): 279-284.
[11] (Wang Nan, Sun Li, Sun Shanwu, et al.Formalizing the Workflow Modeling Process Based on G-KRA Model Framework[J]. Journal of Jilin University: Science Edition, 2013, 51(2): 279-284.)
[12] Eichholz C, Dittmar A, Forbrig P.Using Task Modelling Concepts for Achieving Adaptive Workflows [A]. // Engineering Human Computer Interaction and Interactive Systems[M]. Springer Berlin Heidelberg, 2005: 96-111.
[13] O’Neill E J. Task Model Support for Cooperative Analysis[C]. In: Proceedings of the 1996 Conference on Human Factors in Computing Systems, 1996, 13(18): 259-260.
[14] Winterton J, Deist F D L, Stringfellow E. Typology of Knowledge, Skills and Competences: Clarification of the Concept and Prototype[M]. Luxembourg: Office for Official Publication of the European Communities, 2005.
[15] 李梓房. 知识结构与知识型企业成长[M]. 北京: 经济日报出版社, 2008.
[15] (Li Zifang.Knowledge Structure and Development of Knowledge-based Enterprise [M]. Beijing: Economic Daily Press, 2008.)
[16] Johnson P, Johnson H, Waddington R, et al.Task-Related Knowledge Structures: Analysis, Modelling and Application [C]. In: Proceedings of the 4th Conference of the British Computer Society Human-Computer Interaction Specialist Group. 1988: 35-62.
[17] Mehrabad M S, Brojeny M F.The Development of an Expert System for Effective Selection and Appointment of the Jobs Applicants in Human Resource Management[J]. Computers & Industrial Engineering, 2007, 53(2): 306-312.
[18] Salton G, Wong A, Yang C.A Vector Space Model for Automatic Indexing[J]. Communications of ACM, 1975, 18(11): 613-620.
[19] 罗欣, 夏德麟, 晏蒲柳. 基于词频差异的特征选取及改进的TF-IDF公式[J]. 计算机应用, 2005, 25(9): 2031-2033.
[19] (Luo Xin, Xia Delin, Yan Puliu.Improved Feature Selection Method and TF-IDF Formula Based on Word Frequency Differentia[J]. Computer Applications, 2005, 25(9): 2031-2033.)
[20] Van Rijsbergen K.Information Retrieval[M]. Butterworth- Heinemann, 1979.
[1] 吴江,赵颖慧,高嘉慧. 医疗舆情事件的微博意见领袖识别与分析研究*[J]. 数据分析与知识发现, 2019, 3(4): 53-62.
[2] 俞琰,赵乃瑄. 加权专利文本主题模型研究*[J]. 数据分析与知识发现, 2018, 2(4): 81-89.
[3] 李红梅, 丁晟春. 面向复杂产品设计的本体推理研究[J]. 现代图书情报技术, 2014, 30(9): 8-14.
[4] 董慧 徐雷. 本体知识表示的历史领域专家系统模型*[J]. 现代图书情报技术, 2010, 26(7/8): 72-78.
[5] 宋云龙 . 基于Ontology的网上咨询专家系统的研究[J]. 现代图书情报技术, 2006, 1(3): 27-30.
[6] 肖明,沈英. 自动分类研究进展[J]. 现代图书情报技术, 2000, 16(5): 25-28.
[7] 尹锋. 汉语自动分词研究的现状与新思维[J]. 现代图书情报技术, 1998, 14(4): 22-26.
[8] 邓要武,王连俊. 中文地质资料分类专家系统设计的初步构想[J]. 现代图书情报技术, 1996, 12(3): 50-52.
[9] 李欣,陈星. 基于中文科技图书的图书分类专家系统设计[J]. 现代图书情报技术, 1994, 10(4): 24-28.
[10] 邵仁志. 专家系统在国外图书馆中的应用[J]. 现代图书情报技术, 1993, 9(3): 47-49.
[11] 周从军. 编目专家系统的发展与现状[J]. 现代图书情报技术, 1993, 9(2): 30-33.
[12] 赖茂生,丁卫. 中文图书自动编目的初步构想[J]. 现代图书情报技术, 1993, 9(1): 32-36.
[13] 陈大访,陆皓. 自动化辅助分类工具[J]. 现代图书情报技术, 1992, 8(2): 38-42.
[14] 李欣,陈星,阎慧,张明昊. 图书分类专家系统设计[J]. 现代图书情报技术, 1991, 7(4): 46-47.
[15] 方正,李晓清. 情报检索智能化及其应用[J]. 现代图书情报技术, 1991, 7(3): 46-49.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
版权所有 © 2015 《数据分析与知识发现》编辑部
地址:北京市海淀区中关村北四环西路33号 邮编:100190
电话/传真:(010)82626611-6626,82624938
E-mail:jishu@mail.las.ac.cn