Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion - Artificial Intelligence Applications and Innovations Access content directly
Conference Papers Year : 2013

Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion

Katia Kermanidis
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Manolis Maragoudakis
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Spyros Vosinakis
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Abstract

Creative advertising constitutes one of the highest-budget enterprises today. The present work describes the architecture of PromONTotion, an innovative tool for supporting ad designers in setting up a new campaign. The content of existing ad videos is collaboratively tagged, while playing a multi-player web-based game, and the provided annotations populate the support tool-thesaurus, a hierarchical ontological structure. Annotators-players will also provide information regarding the impact the ads had on them. Data mining and machine learning techniques are then employed for detecting interdependencies and correlations between ontology concepts and attributes, and for discovering underlying knowledge regarding the product type, the ad content and its impact on the players. The support tool will make ad videos, terms, statistical information and mined knowledge available to the ad designer, a generic knowledge thesaurus that combines previous ad content with users’ sentiment to help the creative process of new ad design.
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hal-01459623 , version 1 (07-02-2017)

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Katia Kermanidis, Manolis Maragoudakis, Spyros Vosinakis, Nikos Exadaktylos. Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.10-19, ⟨10.1007/978-3-642-41142-7_2⟩. ⟨hal-01459623⟩
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