The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Comparing the performance of collection selection algorithms
ACM Transactions on Information Systems (TOIS)
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems
ACM Computing Surveys (CSUR)
Minimal document set retrieval
Proceedings of the 14th ACM international conference on Information and knowledge management
Image annotations by combining multiple evidence & wordNet
Proceedings of the 13th annual ACM international conference on Multimedia
The complex dynamics of collaborative tagging
Proceedings of the 16th international conference on World Wide Web
Optimizing web search using social annotations
Proceedings of the 16th international conference on World Wide Web
On rank correlation in information retrieval evaluation
ACM SIGIR Forum
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Generating diverse and representative image search results for landmarks
Proceedings of the 17th international conference on World Wide Web
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
Combating spam in tagging systems: An evaluation
ACM Transactions on the Web (TWEB)
Blog site search using resource selection
Proceedings of the 17th ACM conference on Information and knowledge management
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Diversifying image search with user generated content
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Automatic image annotation using visual content and folksonomies
Multimedia Tools and Applications
Proceedings of the 18th international conference on World wide web
Towards a user-oriented thesaurus for non-domain-specific image collections
Information Processing and Management: an International Journal
Annotating images by harnessing worldwide user-tagged photos
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
A Scoring Function for Retrieving Photo Sets with Broad Topic Coverage
NCM '09 Proceedings of the 2009 Fifth International Joint Conference on INC, IMS and IDC
What can visual content analysis do for text based image search?
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Content and task-based view selection from multiple video streams
Multimedia Tools and Applications
Learning social tag relevance by neighbor voting
IEEE Transactions on Multimedia
Automatic tag expansion using visual similarity for photo sharing websites
Multimedia Tools and Applications
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
A two-view learning approach for image tag ranking
Proceedings of the fourth ACM international conference on Web search and data mining
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Agent-mediated shared conceptualizations in tagging services
Multimedia Tools and Applications
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As a storage and retrieval unit of user generated web objects, set has been receiving increased attention recently in information retrieval research community. Set search requires relevant sets to be retrieved to meet information needs of users. It is different from individual object search in terms of content granularity. While a web object itself is not divisible and independent with each other, a set consists of separable objects that are related in some aspects. This paper proposes a new approach that can effectively measure topical relevance of sets against a user query by utilizing the tags attached to web objects. The main idea of the proposed approach is to prefer the set which covers as many query related subtopics as possible. In particular, in order to compute the topical relevance while addressing the problem of noisy tags, the notion of tag significance score is introduced based on tag co-occurrence frequency. We consider a problem domain of photo set search at flickr.com where individual photos are annotated with texts such as titles and tags. Experimental results show that our proposed method outperforms the previous approaches for photo set retrieval.