Analysis of the Development Status and Path of Media Convergence Based on Personalized Recommendation Algorithm: Case Study of Dalian News Media Group

2021 ◽  
Author(s):  
Feng Yu
Keyword(s):  
News Media ◽  
Personalized Recommendation ◽  
Media Convergence ◽  
Recommendation Algorithm ◽  
Development Status ◽  
Media Group

Optimized Collaborative Filtering Recommendation Based on User’s Social Relationships

2014 ◽  
Vol 1044-1045 ◽  
pp. 1484-1488
Author(s):  
Yue Kun Fan ◽  
Xin Ye Li ◽  
Meng Meng Cao
Keyword(s):  
Collaborative Filtering ◽  
Social Relationships ◽  
Digital Libraries ◽  
Social Relationship ◽  
Nearest Neighbor ◽  
Mean Absolute Error ◽  
Absolute Error ◽  
Personalized Recommendation ◽  
Recommendation Algorithm

Currently collaborative filtering is widely used in e-commerce, digital libraries and other areas of personalized recommendation service system. Nearest-neighbor algorithm is the earliest proposed and the main collaborative filtering recommendation algorithm, but the data sparsity and cold-start problems seriously affect the recommendation quality. To solve these problems, A collaborative filtering recommendation algorithm based on users' social relationships is proposed. 0n the basis of traditional filtering recommendation technology, it combines with the interested objects of user's social relationship and takes the advantage of the tags to projects marked by users and their interested objects to improve the methods of recommendation. The experimental results of MAE ((Mean Absolute Error)) verify that this method can get better quality of recommendation.

Film Production and Consumption in Contemporary Taiwan

2016 ◽  
Author(s):  
Ya-Feng Mon
Keyword(s):  
Film Industry ◽  
Sensory Experience ◽  
Media Convergence ◽  
Film Production ◽  
Production And Consumption ◽  
And Control ◽  
Depth Interviews

This book uses the potent case study of contemporary Taiwanese queer romance films to address the question of how capitalism in Taiwan has privileged the film industry at the expense of the audience's freedom to choose and respond to culture on its own terms. Interweaving in-depth interviews with filmmakers, producers, marketers, and spectators, Ya-Fong Mon takes a biopolitical approach to the question, showing how the industry uses investments in techno-science, ancillary marketing, and media convergence to seduce and control the sensory experience of the audience-yet that control only extends so far: volatility remains a key component of the film-going experience.

Frames as Boundaries: Rhetorical Framing Analysis and the Confines of Public Discourse in Online News Coverage of Vegan Parenting

2018 ◽  
Vol 43 (2) ◽  
pp. 152-170
Author(s):  
Ryan J. Phillips
Keyword(s):  
News Media ◽  
Public Discourse ◽  
Boundary Work ◽  
News Coverage ◽  
Online News ◽  
Framing Analysis ◽  
Public Issues ◽  
Boundary Properties ◽  
Blind Spots

This article examines the boundary work of frames and the methodological significance of understanding this work when conducting rhetorical framing analysis. While the boundary properties of frames have been theorized by scholars, there remains a lack of clear engagement with how to effectively address these discursive boundaries methodically. I argue that agenda-dismissal, which makes use of both prolepses and blind spots, ought to be addressed in addition to agenda-setting and agenda-extension when conducting rhetorical framing analysis. A case study is provided in which the rhetorical framing of vegan parenting in online news media is analyzed and critiqued for confining the issue within a dominant health-based frame. Strategies for dismantling discursive boundaries and reframing public issues are also considered within the context of the case study.

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