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"I decided to focus on the product aspect and licensing".
In this paper, we first examine previous studies on product aspect extraction.
To overcome the limitations of existing methods, two novel semi-supervised models for product aspect extraction are then proposed.
The effectiveness of this methodology was experimentally validated, demonstrating the significance of the proposed design-by-analogy approach based on the described product aspect analysis.
Of course there's the old "selling a product" aspect of an interview.
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In aspect based sentiment analysis (ABSA), topics are used to represent product aspects or sentiment category.
Finally, two novel semi-supervised topic models are developed to extract human-comprehensible product aspects.
Fig. 2 The process of extracting product aspects which are used as opinion targets in aspect-based sentiment analysis.
It yields better results to extract product aspects as topics, which is a collection of co-related phrases.
The derived product profiles are applied for systematic identification of product categories that can contribute to the further development of selected product aspects for a product of interest.
This paper examines the use of automatically distilled product characteristics, called Product Aspects, as a way to automatically and systematically identify candidate products for design-by-analogy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com