W2Go: a travel guidance system by automatic landmark ranking
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Intelligent query: open another door to 3d object retrieval
Proceedings of the international conference on Multimedia
RoboGene: an image retrieval system with multi-level log-based relevance feedback scheme
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
ShotTagger: tag location for internet videos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Locally regressive G-optimal design for image retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
VisionGo: Towards video retrieval with joint exploration of human and computer
Information Sciences: an International Journal
Multimedia answering: enriching text QA with media information
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Optimizing multimodal reranking for web image search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Videoader: a video advertising system based on intelligent analysis of visual content
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
An online video recommendation framework using rich information
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Leveraging collective wisdom for web video retrieval through heterogeneous community discovery
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Tag-based social image search with visual-text joint hypergraph learning
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Integrating rich information for video recommendation with multi-task rank aggregation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Impact and degree of user sociability in social media
Information Sciences: an International Journal
Oracle in Image Search: A Content-Based Approach to Performance Prediction
ACM Transactions on Information Systems (TOIS)
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
On video recommendation over social network
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Assistive tagging: A survey of multimedia tagging with human-computer joint exploration
ACM Computing Surveys (CSUR)
Query difficulty estimation for image retrieval
Neurocomputing
In-video product annotation with web information mining
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Chat with illustration: a chat system with visual aids
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Personalized video recommendation based on viewing history with the study on YouTube
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Harvesting visual concepts for image search with complex queries
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Low rank metric learning for social image retrieval
Proceedings of the 20th ACM international conference on Multimedia
Visual query attributes suggestion
Proceedings of the 20th ACM international conference on Multimedia
Social recommendation across multiple relational domains
Proceedings of the 21st ACM international conference on Information and knowledge management
SRGSIS: a novel framework based on social relationship graph for social image search
Proceedings of the 21st ACM international conference on Information and knowledge management
Combining SIFT and global features for web image classification
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
What happened near big ben: event-driven landmark mining from flickr
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Automatic seed set expansion for trust propagation based anti-spam algorithms
Information Sciences: an International Journal
Effective transfer tagging from image to video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Social event detection with robust high-order co-clustering
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Multimedia encyclopedia construction by mining web knowledge
Signal Processing
High order pLSA for indexing tagged images
Signal Processing
Dual local consistency hashing with discriminative projections selection
Signal Processing
Discriminative codebook learning for Web image search
Signal Processing
ε-Isometry based shape approximation for image content representation
Signal Processing
Accurate off-line query expansion for large-scale mobile visual search
Signal Processing
Tagging photos using users' vocabularies
Neurocomputing
Learning to rank biological motion trajectories
Image and Vision Computing
When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources
ACM Transactions on Internet Technology (TOIT)
A novel method for geographical social event detection in social media
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Personalized image retrieval in compressed domain based on user interest model
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Image matching by fast random sample consensus
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Correspondence construction for cartoon animation via sparse coding
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Hierarchical privacy preservation for personalized image retrieval
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
A novel representative image selection method in lager-scale image dataset
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Why not, WINE?: towards answering why-not questions in social image search
Proceedings of the 21st ACM international conference on Multimedia
Advertising object in web videos
Neurocomputing
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
A novel framework for concept detection on large scale video database and feature pool
Artificial Intelligence Review
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Recent years have witnessed the great success of social media websites. Tag-based image search is an important approach to accessing the image content on these websites. However, the existing ranking methods for tag-based image search frequently return results that are irrelevant or not diverse. This paper proposes a diverse relevance ranking scheme that is able to take relevance and diversity into account by exploring the content of images and their associated tags. First, it estimates the relevance scores of images with respect to the query term based on both the visual information of images and the semantic information of associated tags. Then, we estimate the semantic similarities of social images based on their tags. Based on the relevance scores and the similarities, the ranking list is generated by a greedy ordering algorithm which optimizes average diverse precision, a novel measure that is extended from the conventional average precision. Comprehensive experiments and user studies demonstrate the effectiveness of the approach. We also apply the scheme for web image search reranking, and it is shown that the diversity of search results can be enhanced while maintaining a comparable level of relevance.