Sentiment-oriented contextual advertising

Web advertising (Online advertising), a form of advertising that uses the World Wide Web to attract customers, has become one of the world’s most important marketing channels. This paper addresses the mechanism of ContentOriented advertising (Contextual advertising), which refers to the assignment of relevant ads within the content of a generic web page, e.g. blogs. As blogs become a platform for expressing personal opinion, they naturally contain various kinds of expressions, including both facts and comments of both a positive and negative nature. In this paper, we propose the utilization of sentiment detection to improve Web-based contextual advertising. The proposed SOCA (Sentiment-Oriented Contextual Advertising) framework aims to combine contextual advertising matching with sentiment analysis to select ads that are related to the positive (and neutral) aspects of a blog and rank them according to their relevance. We experimentally validate our approach using a set of data that ...

• Type: Journal
• Year: 2010
• Where: KAIS
• Authors: Teng-Kai Fan, Chia-Hui Chang
• Keywords: Advertising, Blog, Contextual Advertising, KAIS 2010