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Research and application of knowledge resources network for product innovation.

Li C, Li WQ, Li Y, Na HZ, Shi Q - ScientificWorldJournal (2015)

Bottom Line: Through knowledge modeling for product innovation based on ontology, the integrated architecture of knowledge resources network is put forward.Knowledge active push is provided for users by user behavior analysis and knowledge evaluation in order to improve users' enthusiasm for participation in platform.Finally, an application example is illustrated to prove the effectiveness of the method.

View Article: PubMed Central - PubMed

Affiliation: School of Manufacturing Science & Engineering, Sichuan University, Chengdu 610065, China.

ABSTRACT
In order to enhance the capabilities of knowledge service in product innovation design service platform, a method of acquiring knowledge resources supporting for product innovation from the Internet and providing knowledge active push is proposed. Through knowledge modeling for product innovation based on ontology, the integrated architecture of knowledge resources network is put forward. The technology for the acquisition of network knowledge resources based on focused crawler and web services is studied. Knowledge active push is provided for users by user behavior analysis and knowledge evaluation in order to improve users' enthusiasm for participation in platform. Finally, an application example is illustrated to prove the effectiveness of the method.

No MeSH data available.


Knowledge push based on user behavior.
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Related In: Results  -  Collection


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fig6: Knowledge push based on user behavior.

Mentions: User behavior can reflect users' interest to some extent. Different people have different user behavior. When knowledge resources are used, a wide variety of user behaviors will be generated. According to the form of behavior, user behavior is divided into explicit and implicit behavior [30]. Explicit feedback of user behavior refers to these behaviors that can reflect the need of user for knowledge directly, such as scoring, collecting, and sharing. Implicit feedback of user behavior cannot obviously decide the need of user, such as comment, browse, and click. In web logs, there are a lot of user behaviors. Based on statistical analysis of user behavior like collecting, sharing, commenting, browsing, and clicking and others, you can obtain users' demand for knowledge resources. Figure 6 is the UML sequence diagram of knowledge push based on user behavior.


Research and application of knowledge resources network for product innovation.

Li C, Li WQ, Li Y, Na HZ, Shi Q - ScientificWorldJournal (2015)

Knowledge push based on user behavior.
© Copyright Policy - open-access
Related In: Results  -  Collection

Show All Figures
getmorefigures.php?uid=PMC4390180&req=5

fig6: Knowledge push based on user behavior.
Mentions: User behavior can reflect users' interest to some extent. Different people have different user behavior. When knowledge resources are used, a wide variety of user behaviors will be generated. According to the form of behavior, user behavior is divided into explicit and implicit behavior [30]. Explicit feedback of user behavior refers to these behaviors that can reflect the need of user for knowledge directly, such as scoring, collecting, and sharing. Implicit feedback of user behavior cannot obviously decide the need of user, such as comment, browse, and click. In web logs, there are a lot of user behaviors. Based on statistical analysis of user behavior like collecting, sharing, commenting, browsing, and clicking and others, you can obtain users' demand for knowledge resources. Figure 6 is the UML sequence diagram of knowledge push based on user behavior.

Bottom Line: Through knowledge modeling for product innovation based on ontology, the integrated architecture of knowledge resources network is put forward.Knowledge active push is provided for users by user behavior analysis and knowledge evaluation in order to improve users' enthusiasm for participation in platform.Finally, an application example is illustrated to prove the effectiveness of the method.

View Article: PubMed Central - PubMed

Affiliation: School of Manufacturing Science & Engineering, Sichuan University, Chengdu 610065, China.

ABSTRACT
In order to enhance the capabilities of knowledge service in product innovation design service platform, a method of acquiring knowledge resources supporting for product innovation from the Internet and providing knowledge active push is proposed. Through knowledge modeling for product innovation based on ontology, the integrated architecture of knowledge resources network is put forward. The technology for the acquisition of network knowledge resources based on focused crawler and web services is studied. Knowledge active push is provided for users by user behavior analysis and knowledge evaluation in order to improve users' enthusiasm for participation in platform. Finally, an application example is illustrated to prove the effectiveness of the method.

No MeSH data available.