| 书目名称 | Compatibility Modeling | | 副标题 | Data and Knowledge A | | 编辑 | Xuemeng Song,Liqiang Nie,Yinglong Wang | | 视频video | | | 丛书名称 | Synthesis Lectures on Information Concepts, Retrieval, and Services | | 图书封面 |  | | 描述 | .Nowadays, fashion has become an essential aspect of people‘s daily life. As each outfit usually comprises several complementary items, such as a top, bottom, shoes, and accessories, a proper outfit largely relies on the harmonious matching of these items. Nevertheless, not everyone is good at outfit composition, especially those who have a poor fashion aesthetic. Fortunately, in recent years the number of online fashion-oriented communities, like IQON and Chictopia, as well as e-commerce sites, like Amazon and eBay, has grown. The tremendous amount of real-world data regarding people‘s various fashion behaviors has opened a door to automatic clothing matching...Despite its significant value, compatibility modeling for clothing matching that assesses the compatibility score for a given set of (equal or more than two) fashion items, e.g., a blouse and a skirt, yields tough challenges: (a) the absence of comprehensive benchmark; (b) comprehensive compatibility modeling with the multi-modal feature variables is largely untapped; (c) how to utilize the domain knowledge to guide the machine learning; (d) how to enhance the interpretability of the compatibility modeling; and (e) how to m | | 出版日期 | Book 2020 | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-02321-7 | | isbn_softcover | 978-3-031-01193-1 | | isbn_ebook | 978-3-031-02321-7Series ISSN 1947-945X Series E-ISSN 1947-9468 | | issn_series | 1947-945X | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 16:08:32
