<abstract xmlns="http://www.w3.org/1999/xhtml"><p> Microblog is a browser-based platform for web user’s information sharing and communication. With the rapidly increasing of microblog population, its recommendation function becomes necessary. This paper proposes the recommendation by the Latent Dirichlet Allocation topic model, which combines the user interests into the model to meet their needs. We also conduct a comparative analysis between indirect and direct recommendation algorithms. The experimental results show that the indirect recommendation is more effective for the micro-blog recommendation.</p></abstract>

Microblog is a browser-based platform for web user’s information sharing and communication. With the rapidly increasing of microblog population, its recommendation function becomes necessary. This paper proposes the recommendation by the Latent Dirichlet Allocation topic model, which combines the user interests into the model to meet their needs. We also conduct a comparative analysis between indirect and direct recommendation algorithms. The experimental results show that the indirect recommendation is more effective for the micro-blog recommendation.

An Indirected Recommendation Model for Chinese Microblog

College of Computer Science, North China University of Technology, Beijing, 100144 China

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"An Indirected Recommendation Model for Chinese Microblog"}

Microblog is a browser-based platform for web user’s information sharing and communication. With the rapidly increasing of microblog population, its...

An Indirected Recommendation Model for Chinese Microblog

Pubblicato online: 22 giu 2016

Pagine: 148 - 159

DOI: https://doi.org/10.1515/cait-2016-0027

Parole chiave
Microblog recommendation, the topic model, user interest model

© by Jianyong Duan

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

An Indirected Recommendation Model for Chinese Microblog

Pubblicato online: 22 giu 2016

Pagine: 148 - 159

DOI: https://doi.org/10.1515/cait-2016-0027

Parole chiaveMicroblog recommendation, the topic model, user interest model

© by Jianyong Duan

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Parole chiave
Microblog recommendation, the topic model, user interest model