493 final review - Collaborative Systems and Social Computing
CSCW: computer supported cooperative work = groupware = collaborative systems
social computing: larger-scale systems and use of social network data for collaboration, coordination, social activity
Collaboration
types of systems:
Computer-Mediated Communication
Information access
Collaborative Workspaces
collective memory
Misc (workflow, process and coordination, software engineering)
Computer-Mediated Communication
• Text-based spaces • Shared media spaces • Scientific collaboratories • Large-scale social spaces • Large-scale multimedia spaces • Games
Collaborative Workspaces
- meeting support (group (decision) support system, media spaces)
- collaborative info spaces 存放信息资源
- info visualization
- versioning
Social requirements in collaborative technologies
Technical issues in distributed and collaborative systems
❑ Session management (working solutions)
❑ Data storage and replication (working solutions)
❑ Concurrency control (understanding of the problem)
❑ Access control, roles
❑ Notification, awareness, and privacy
❑ Higher level tools
- difference between distributed and collaborative systems
❑ Resource sharing
❑ Openness
❑ Concurrency
❑ Scalability
❑ Fault tolerance
❑ Transparency
- kinds of distributed transparency
- access (local/remote), location (where), replication复制, concurrency, failure
- new technical mechanisms
- standard retrieval
- collaborative filtering aka recommender systems: 社交检索retrieve信息
- technical prob: sparse data, cold start
- reputation systems: determine trust levels socially (rate, web of trust, bayesian network(pagerank))
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