Feature reduction for product recommendation in internet shopping malls
نویسندگان
چکیده
منابع مشابه
Feature reduction for product recommendation in internet shopping malls
One of the widely used methods for product recommendation in Internet shopping malls is matching product features against customers’ profiles. In this method, it is very important to choose suitable set of features for recommendation efficiency and performance, which has, however, not been rigorously researched so far. In this paper, we build a data set collected from a virtual Internet shoppin...
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Abstract This chat presents a novel approach to automated product recommendation that uses the popularity characteristics of products. Although they play a significant role in the consumer purchasing process, there has been little attention paid to the use of popularity in recommendation research so far. In order to use popularity features, this paper develops a threedimensional model of popula...
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Advances in Internet and Smartphones are generating huge amount of customers’ opinion (or VOC: voice of customer) in the online world. VOC is very useful for marketing or product design departments to see the customers’ opinion for the products. In this paper, VOC in online review sites has been collected, stored and analyzed in order to find out what kind of factors can affect the customer pre...
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In recent years, the construction of shopping malls is rising across the country. But only some of them were successful to accommodate a large number of visitors while the other ones are constantly changing the commercial units’ use. while the decline in demand for commercial units in form of multi-purpose complexes as well as the country recession have aroused this situation. Therefore, in thi...
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ژورنال
عنوان ژورنال: International Journal of Electronic Business
سال: 2006
ISSN: 1470-6067,1741-5063
DOI: 10.1504/ijeb.2006.011329