Constructing Hierarchical Product Categories for E-Commerce by Word Embedding and Clustering.
Yi-Hsiang HsiehShih-Hung WuLiang-Pu ChenPing-Che YangPublished in: IRI (2017)
Keyphrases
- hierarchical clustering
- clustering method
- clustering algorithm
- product information
- hierarchical structure
- k means
- categorical data
- hierarchically organized
- unsupervised learning
- electronic commerce
- life cycle
- product recommendation
- hierarchical structures
- information theoretic
- n gram
- fuzzy clustering
- hierarchical tree
- hierarchical clustering algorithm
- website
- cluster analysis
- word sense disambiguation
- spectral clustering
- data clustering
- consumer behavior
- vector space
- search engine