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An Interactive and Intelligent Mechanism for Establishing Knowledge Structure of On-line Talents

Author: CaoXiaoBo
Tutor: ZhangPengZuo
School: Shanghai Jiaotong University
Course: Information Management and Information Systems
Keywords: Network outsourcing Knowledge system Ability to match Talent Competency Text Similarity
CLC: TP391.6
Type: Master's thesis
Year: 2012
Downloads: 17
Quote: 0
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Abstract


The networked innovation Outsourcing refers to the behavior of the enterprise through the Internet, the use of the organization's external human resources to complete a task. In this mode, the enterprise without the same number of innovative talent to establish a long-term employment relationship, they can take advantage of to complete the task of the enterprise value innovation. This model can effectively reduce R \u0026 D costs, has become the fast track to enhance its core competitiveness. In addition, this model also for the community the talent to play in order to provide a convenient way to relieve frictional unemployment. With the rapid development of communications infrastructure and network information technology, the material conditions of network innovation outsourcing is becoming more and more. However, in the network environment, how fast the innovation needs to find the right talent, and how to find the right project is one of the bottlenecks restricting the promotion of network innovation outsourcing creative talents. In order to achieve a match between supply and demand, you first need to accurately describe the system's ability to innovative talents. With the help of the relational data model and the corresponding algorithm to design an automated mechanism to create a network creative talents of knowledge, provides the basis for the ability to model and design capability matching algorithm for the establishment of personnel competence. This paper proposes the the network creative talents of knowledge tiered storage mechanism. The mechanism consists of three levels: professional - the curriculum standard library, school - professional - curriculum library, talent - professional - curriculum library, the greatest degree of reduction in data redundancy, efficient storage to accommodate a lot of talent in the network environment information generation massive amounts of data. The subsequent article similarity calculation method proposed courses and similar courses clustering algorithm. The algorithm enables the computer to recognize the creative talents from the semantic level curriculum system for the establishment of professional - the school standard library school - professional - of course library self-learning algorithm provides a foundation. Finally, we proposed school - professional - independent of the curriculum library construction method. This method can be solved to some extent the network environment, network environment, personnel information is incomplete, the integrity of the situation. We have developed a prototype system to verify the actual effect of the above algorithm. General storage mechanism and algorithm proposed in this paper can be used to describe the creative talents of knowledge, network outsourcing intermediary platform will provide experience to build their talent pool.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Teaching machine, learning machine
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