Tuning metadata for better movie content-based recommendation systems

M Soares, P Viana - Multimedia Tools and Applications, 2015 - Springer
based recommendation systems. However, given that the purpose of the work presented
in this papers is to analyse the impact of metadata in the construction of recommendation

Metadata based recommender systems

P Mittal, A Jain, A Majumdar - 2014 International Conference …, 2014 - ieeexplore.ieee.org
based techniques can be employed and metadata is not required for recommendations. In
this framework, we propose that using the metadata … Meta data based filtering requires storing …

Research paper recommender system based on public contextual metadata

K Haruna, MA Ismail, A Qazi, HA Kakudi, M Hassan… - Scientometrics, 2020 - Springer
… With the proposed method, developers can build recommendation systems with the ability …
The proposed research paper recommendation system based on public contextual metadata

A web based conversational case-based recommender system for ontology aided metadata discovery

MS Aktas, M Pierce, GC Fox… - Fifth IEEE/ACM …, 2004 - ieeexplore.ieee.org
… this problem through the development of a recommender system to aid in metadata discovery.
Our recommender approach uses Conversational Case-Based Reasoning (CCBR), with …

Exploring movie recommendation system using cultural metadata

S Ahn, CK Shi - Transactions on Edutainment II, 2009 - Springer
… low-cost movie recommendation system harnessing vast cultural metadata, about movies, on
… strength of the system. As a result, we could be aware of the potential of cultural metadata. …

[HTML][HTML] Handling data sparsity via item metadata embedding into deep collaborative recommender system

G Behera, N Nain - Journal of King Saud University-Computer and …, 2022 - Elsevier
… Little work has been reported on deep learning techniques in the recommender domain. We
propose an efficient deep collaborative recommender system that embeds item metadata to …

Integrating metadata into deep autoencoder for handling prediction task of collaborative recommender system

G Behara, VR Yannam, A Nayyar, DK Bagal - Multimedia Tools and …, 2024 - Springer
… from both user-item interaction data and auxiliary metadata. We want to solve the "cold start"
… filtering-based recommender systems by integrating deep autoencoders with metadata, …

Performance Improvement of a Contents-based Recommendation System by Increasing Movie Metadata

J Seo, D Choi, J Paik - Proceedings of the Korean Society of …, 2022 - koreascience.kr
OTT 서비스의 이용자가 폭발적으로 증가하고 있는 지금, 사용자에게 맞춤형 상품을 추천하는
것은 해당 서비스에서 중요한 사안이다. 본 논문에서는 콘텐츠 기반 추천 시스템의 모델을 제안…

Search and Recommendation Systems with Metadata Extensions

WH Kim, JC Kim - 2024 26th International Conference on …, 2024 - ieeexplore.ieee.org
… and recommendation system by expanding metadata in … required by the recommendation
system based on the object … metadata and improve search and recommendation systems

Using affective parameters in a content-based recommender system for images

M Tkalčič, U Burnik, A Košir - User Modeling and User-Adapted Interaction, 2010 - Springer
… This paper investigates the influence of affective metadata (metadata that … of metadata as
generic metadata (GM). However, in recent years the research work on recommender systems