Semester | Mand. | Option | Filières |
x | |||
MA2, MA4 | x |
Lecture | 2 weekly |
Practical work | 1 weekly |
Study plan | Semester | Mand. | Option | Filières |
EDDH - Digital Humanities 2020-21 | x | |||
EDEE - Electrical Engineering 2020-21 | x | |||
Humanités digitales 2020-21 | MA2 | x | ||
Humanités digitales 2020-21 | MA4 | x |
Cursus | Sem. | Type |
---|---|---|
Digital Humanities | MA2, MA4 | Obl. |
Digital Humanities | Opt. | |
Electrical Engineering | Opt. |
The course will present a human-centered view of computational social media. It uses a multidisciplinary approach and integrates concepts from media studies, multimedia information systems, machine learning, and network science to present the socio-technical fundamentals needed to understand the motivations, characterize the behavior, and analyze the content and relations of social media users and communities in sites like Twitter, Facebook, and YouTube. Students will become familiar with computational approaches for classification, discovery, and interpretation of phenomena in social media.
The content is organized around trends in social media, introducing computational models of general applicability.
1. Introduction. A brief history of social media. Networked individualism.
2. Friending. A human-centered review of Facebook research. Users, communities, and networks. The real-name web.
3. Tweeting. From random chatter to worldwide pulse. Followers, hashtags, events, and network effects. Analyzing real-life phenomena on Twitter. Misinformation in social media.
4. Shooting. Photo sharing and tagging. Media, user and community analysis enabled by photo sharing. Ephemeral social media.
5. Moving. Location-based social networks. Individual and network phenomena revealed by mobility data. Urban computing.
6. Watching. YouTube as a media phenomenon. Multimedia techniques (audio,video,text) to analyze social video.
7. Crowdsourcing. Models to analyze crowdsourced tasks and workers. Uses of crowdsourcing in social media research. Crowdsourcing and social participation.
8. Society. Privacy and social media. Effects of social media on society.
Social Media, Social Networks, Multimedia, Machine Learning.
Students from other disciplines can talk to the instructor during the first lecture of the course.
Applied Data Analysis
Machine Learning for Digital Humanities
Lectures
Paper presentations
Group discussions
Project design, development, and implementation
Homeworks
Paper presentations
Group discussions
Group project
Multiple methods during the semester: homeworks; paper presentation and discussion, and group project.
obligatoire
obligatoire
Cours
Lecture
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
TP
Practical work
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
Pendant le semestre
During the semester
Session été
Session summer
ETE
ETE
obligatoire
obligatoire
Cours
Lecture
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
TP
Practical work
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
Pendant le semestre
During the semester
Session été
Session summer
ETE
ETE
optionnel
optionnel
Cours
Lecture
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
TP
Practical work
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
Pendant le semestre
During the semester
Session libre
Session free
LIB
LIB
optionnel
optionnel
Cours
Lecture
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
TP
Practical work
Heure(s) hebdo x 14 semaines
Hour(s) per week x 14 weeks
H hebdo
H hebdo
Pendant le semestre
During the semester
Session libre
Session free
LIB
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