語言:

Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation

Martín-Gómez, Lucía ; Pérez-Marcos, Javier ; Cordero-Gutiérrez, Rebeca ; De La Iglesia, Daniel H.

International journal of interactive multimedia and artificial intelligence, 2022-09, Vol.7 (6), p.45-53

可取得全文

引用被引用

傳送到

題名:
Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
著者: Martín-Gómez, Lucía ; Pérez-Marcos, Javier ; Cordero-Gutiérrez, Rebeca ; De La Iglesia, Daniel H.
主題: Artificial Intelligence ; Digital Image Processing ; Image processing ; recommendation systems ; Recommender System ; social ; Social Media ; Social networks ; Tagging
所屬期刊: International journal of interactive multimedia and artificial intelligence, 2022-09, Vol.7 (6), p.45-53
描述: 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. KEYWORDS Artificial Intelligence, Digital Image Processing, Recommender System, Social Media, Tagging.
出版者: IMAI Software
語言: 英文
識別號: ISSN: 1989-1660
EISSN: 1989-1660
DOI: 10.9781/ijimai.2022.09.002
資源來源: DOAJ Directory of Open Access Journals

返回到檢索清單

前一個記錄檢索清單 2 下ㄧ個記錄下ㄧ頁

Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation

Martín-Gómez, Lucía ; Pérez-Marcos, Javier ; Cordero-Gutiérrez, Rebeca ; De La Iglesia, Daniel H.

正在檢索遠程資料庫，請稍等