Shijian Luo's research while affiliated with Zhejiang University and other places
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Publications (7)
An approach to user experience oriented interface design (UEOID) is proposed for further exploring the application of interface design in handheld mobile devices. A mapping model between interface providers and receivers is put forward. The interface is divided into explicit factors and tacit factors, and the explicitization design model of tacit f...
In order to explore the new mode of e-commerce experience to the innovative style design, an approach of use case based innovative design was proposed. The concept and related studies of e-commerce platform and use case were discussed. More and more merchants try to make the e-commerce website exactly meet users' demands. Taken online purchase of f...
In order to enrich the recommendation of e-commerce functionality and optimize the user experience of online shopping, a new style matching model-based recommend method of e-commerce was proposed. The Content-Based Image Retrieval (CBIR) technology was used to extract the image feature of color, texture and shape of product, calculated the commodit...
Item-based and user-based collaborative filtering are two well-known algorithms for recommender system in e-commerce. Both the algorithms make use of similarity matrix whose elements represent the similarity of each item pairs or user pairs. A fast algorithm for item-based similarity matrix computation using cosine similarity metric was reviewed an...
From industrial design, the concepts of product family and product family DNA were introduced, and the relationship between industrial design and engineering design of product family was analyzed. The framework and representation structure of product family DNA design were proposed, and the research methods and key technologies were reviewed. The a...
One of the problems in building collaborative and intelligent design systems is the difficulty in integrating computer supported collaborative work (CSCW) with knowledge to generate results to the satisfaction of designers who often have high demands on aesthetics. In order to assist designers in the early stages of a product development this paper...
From user knowledge in industrial design, the user implicit knowledge obtaining, representing, and transforming process were studied, the mapping of user image and design knowledge, and the product representation with feature gene, feature and style were discussed. The user implicit knowledge obtaining, representing and application model, design kn...
Citations
... The similarity among users can be calculated using Pearson Correlation Coefficient, Cosine similarity, and others. Furthermore, Pearson Correlation Coefficient (PCC) is often used in similarity calculations, but can only be used in the interval or distributed data while cosine similarity more appropriate to calculate binary data [32,33]. Therefore, we calculate similarity by using cosine similarity by (7). ...
... After analyzing customer data, it generates association rule and find frequent item. On the other hand, web log file contains all the information according to the user activity within the site [22]. Here, customer database is personalized and updated according to the user account. ...
... The analysis results and case practice provide reference for bus APP interface design. Documents [9][10][11][12] analyze the necessity of user experience in APP design through user cases of daily products, and take user psychological and cognitive factors into account in the design process. Literatures [13][14] get the factors that affect the design of smartphone APP interface through investigation, and analyses it from three aspects of emotion, cognition and sensory, and puts forward the design scheme of smartphone APP interface guided by user experience. ...
... Product family provides an architecture foundation for the management, sharing and re-use of knowledge, in turn knowledge modelling supports to deal with the diverse and rapidly changing customer requirements and to reduce product cost and environmental impacts for product family (Giovannini et al. 2016;Luo, Sun, and Pan 2005). With the increasing number of product offerings targeted at different market segments, it is more complicated and challenging than knowledge management in product family (Lim, Liu, and Lee 2011). ...
... A product gene is a standardized set of key product information that determines the product nature and that can be passed from parent products to offspring products. Several studies have focused on product genes (Gero and Kazakov, 1998;Gero, 2000;Feng et al., 2002;Luo et al., 2004;Chen et al., 2005aChen et al., , 2005bChen et al., , 2006Tai et al., 2007;Shang et al., 2009;Teng et al., 2010;Reich and Shai, 2012). Design genes associated with space layout planning problems were considered in Gero and Kazakov (1998); the results showed that gene evolution could induce partial decomposition of the layout problems and rapidly identify solutions. ...
