Book ChapterDOI
Online shopping using a two dimensional product map
Martijn Kagie,Michiel van Wezel,Patrick J. F. Groenen +2 more
- pp 89-98
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TLDR
A user interface for online shopping that uses a two dimensional product map to present products and an application of this user interface to MP3 players is shown and an interpretation of the product map is given.Abstract:
In this paper, we propose a user interface for online shopping that uses a two dimensional product map to present products. This map is created using multidimensional scaling (MDS). Dissimilarities between products are computed using an adapted version of Gower's coefficient of similarity based on the attributes of the product. The user can zoom in and out by drawing rectangles. We show an application of this user interface to MP3 players and give an interpretation of the product map.read more
Citations
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The Paradox of Choice : Why More is Less (Mengapa Lebih Itu Justru Kurang)
TL;DR: The Paradox of Choice as mentioned in this paper argues that too much choice can lead to clinical depression, and suggests that eliminating choices can greatly reduce stress, anxiety, and busyness of our lives.
Advances in Online Shopping Interfaces: Product Catalog Maps and Recommender Systems
TL;DR: This thesis introduces and evaluates several new user interfaces for online shops that are based on representing products in maps instead of lists to user, such that products are easier to find.
Journal ArticleDOI
A graphical shopping interface based on product attributes
TL;DR: In this paper, the authors propose to represent the mutual similarities of the recommended products in a two dimensional map, where similar products are located close to each other and dissimilar products far apart.
Posted Content
A graphical shopping interface bases on product attributes
TL;DR: This work proposes to represent the mutual similarities of the recommended products in a two dimensional map, where similar products are located close to each other and dissimilar products far apart, and uses an adaptation of Gower's similarity coefficient based on the attributes of a product as a dissimilarity measure.
Book ChapterDOI
Map Based Visualization of Product Catalogs
TL;DR: In this article, a two dimensional map-based visualization of the recommendations is proposed to retain part of the information lost in content-and knowledge-based recommender systems, where two products with the same similarity to a query can differ from this query on a completely different set of product characteristics.
References
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Journal ArticleDOI
Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
TL;DR: The fundamental hypothesis is that dissimilarities and distances are monotonically related, and a quantitative, intuitively satisfying measure of goodness of fit is defined to this hypothesis.
Journal ArticleDOI
A General Coefficient of Similarity and Some of Its Properties
TL;DR: A general coefficient measuring the similarity between two sampling units is defined and the matrix of similarities between all pairs of sample units is shown to be positive semidefinite.
Book
The Paradox of Choice: Why More Is Less
TL;DR: The Paradox of Choice as mentioned in this paper argues that too much choice can lead to clinical depression, and suggests that eliminating choices can greatly reduce stress, anxiety, and busyness of our lives.