TY - JOUR
KW - Artificial Intelligence
KW - Image Processing
KW - Recommendation Systems
KW - Social
KW - Tagging
AU - Lucía Martín-Gómez
AU - Javier Pérez-Marcos
AU - Rebeca Cordero-Gutiérrez
AU - Daniel H. De La Iglesia
AB - Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to increase the impact of the digital content, those images or videos are labeled with different words, denominated tags. In this paper, we propose a recommender system which analyzes multimedia content and suggests tags to maximize its influence in the social community. It implements a Case-Based Reasoning architecture (CBR), which allows to learn from previous tagged content. The system has been evaluated through cross fold validation with a training and validation sets carefully constructed and extracted from Instagram. The results demonstrate that the system can suggest good options to label our image and maximize the influence of the multimedia content.
IS - Special Issue on New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence
M1 - 6
N2 - Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to increase the impact of the digital content, those images or videos are labeled with different words, denominated tags. In this paper, we propose a recommender system which analyzes multimedia content and suggests tags to maximize its influence in the social community. It implements a Case-Based Reasoning architecture (CBR), which allows to learn from previous tagged content. The system has been evaluated through cross fold validation with a training and validation sets carefully constructed and extracted from Instagram. The results demonstrate that the system can suggest good options to label our image and maximize the influence of the multimedia content.
PY - 2022
SP - 45
EP - 53
T2 - International Journal of Interactive Multimedia and Artificial Intelligence
TI - Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
UR - https://www.ijimai.org/journal/sites/default/files/2022-09/ijimai7_6_5.pdf
VL - 7
SN - 1989-1660
ER -