GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Complementary video and audio analysis for broadcast news archives
Communications of the ACM
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Labeling images with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Optimizing web search using web click-through data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A survey of peer-to-peer content distribution technologies
ACM Computing Surveys (CSUR)
IEEE Transactions on Knowledge and Data Engineering
Peekaboom: a game for locating objects in images
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Improving accessibility of the web with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Improving web search ranking by incorporating user behavior information
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
A Protocol for Secure Content Distribution in Pure P2P Networks
DEXA '06 Proceedings of the 17th International Conference on Database and Expert Systems Applications
Video search reranking via information bottleneck principle
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Inferring binary trust relationships in Web-based social networks
ACM Transactions on Internet Technology (TOIT)
Exploring social dynamics in online media sharing
Proceedings of the 16th international conference on World Wide Web
MultiTube--Where Web 2.0 and Multimedia Could Meet
IEEE MultiMedia
Random walks on the click graph
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 15th international conference on Multimedia
Data Persistence in Structured P2P Networks with Redundancy Schemes
GCC '07 Proceedings of the Sixth International Conference on Grid and Cooperative Computing
LabelMe: A Database and Web-Based Tool for Image Annotation
International Journal of Computer Vision
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
Statistical properties of community structure in large social and information networks
Proceedings of the 17th international conference on World Wide Web
Detecting synonyms in social tagging systems to improve content retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Term clouds as surrogates for user generated speech
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Real-Time Computerized Annotation of Pictures
IEEE Transactions on Pattern Analysis and Machine Intelligence
A network and QoE aware P2P video streaming solution
NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems
Video Scene Annotation Based on Web Social Activities
IEEE MultiMedia
A few bad votes too many?: towards robust ranking in social media
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
Audiovisual laughter detection based on temporal features
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
Tag-based information retrieval of video content
Proceedings of the 1st international conference on Designing interactive user experiences for TV and video
Personalized, interactive tag recommendation for flickr
Proceedings of the 2008 ACM conference on Recommender systems
Trust, authority and popularity in social information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Leveraging social context for searching social media
Proceedings of the 2008 ACM workshop on Search in social media
Search trails using user feedback to improve video search
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Multimedia information retrieval: watershed events
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Towards a model of understanding social search
Proceedings of the 2008 ACM conference on Computer supported cooperative work
ISM '08 Proceedings of the 2008 Tenth IEEE International Symposium on Multimedia
Combining image captions and visual analysis for image concept classification
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Learning to recognize reliable users and content in social media with coupled mutual reinforcement
Proceedings of the 18th international conference on World wide web
Automatic video tagging using content redundancy
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Placing flickr photos on a map
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Foundations and Trends in Information Retrieval
Implicit emotional tagging of multimedia using EEG signals and brain computer interface
WSM '09 Proceedings of the first SIGMM workshop on Social media
First ACM SIGMM international workshop onsocial media (WSM'09)
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Personalization of tagging systems
Information Processing and Management: an International Journal
Using visual context and region semantics for high-level concept detection
IEEE Transactions on Multimedia - Special issue on integration of context and content
The search and social media workshop at SIGIR 2009
ACM SIGIR Forum
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning social tag relevance by neighbor voting
IEEE Transactions on Multimedia
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Search behavior of media professionals at an audiovisual archive: A transaction log analysis
Journal of the American Society for Information Science and Technology
IEEE Transactions on Audio, Speech, and Language Processing
A flexible framework for key audio effects detection and auditory context inference
IEEE Transactions on Audio, Speech, and Language Processing
Introduction to the Special Section on Rich Transcription
IEEE Transactions on Audio, Speech, and Language Processing
Efficient Multimedia Distribution in Source Constraint Networks
IEEE Transactions on Multimedia
Multimedia Search Without Visual Analysis: The Value of Linguistic and Contextual Information
IEEE Transactions on Circuits and Systems for Video Technology
Near2me: an authentic and personalized social media-based recommender for travel destinations
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
Social and behavioural media access
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
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Increasingly, multimedia collections are associated with networked communities consisting of interconnected groups of users who create, annotate, browse, search, share, view, critique and remix collection content. Information arises within networked communities via connections among users and in the course of interactions between users and content. Community-derived information can be exploited to improve user access to multimedia. This paper provides a survey of techniques that make use of a combination of three information sources: community-contributed information (e.g., tags and ratings), network structure and techniques for multimedia content analysis. This triple synergy offers a wide range of opportunities for improving access to multimedia in networked communities. We focus our survey on three areas important for multimedia access: annotation, distribution and retrieval. The picture that emerges is promising: information derived from the social community is remarkably effective in improving access to multimedia content, and participation in networked communities has a high payoff.