Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions.
Katharina ProbstRayid GhaniMarko KremaAndrew E. FanoYan LiuPublished in: IJCAI (2007)
Keyphrases
- semi supervised learning
- product descriptions
- attribute value pairs
- unlabeled data
- website
- semi supervised
- labeled data
- decision trees
- attribute values
- machine learning
- online shopping
- training data
- numeric attributes
- supervised learning
- search engine
- product search
- unsupervised learning
- text categorization
- active learning
- co training
- logistic regression
- binary relations
- ensemble methods
- data mining
- expectation maximization
- data analysis
- probabilistic model