Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
IR evaluation methods for retrieving highly relevant documents
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Agglomerative clustering of a search engine query log
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
An information-theoretic approach to automatic query expansion
ACM Transactions on Information Systems (TOIS)
Clustering user queries of a search engine
Proceedings of the 10th international conference on World Wide Web
Applying summarization techniques for term selection in relevance feedback
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Improving pseudo-relevance feedback in web information retrieval using web page segmentation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Journal of the American Society for Information Science and Technology
Convex Optimization
Concept-based interactive query expansion
Proceedings of the 14th ACM international conference on Information and knowledge management
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Generating query substitutions
Proceedings of the 15th international conference on World Wide Web
Video search reranking via information bottleneck principle
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Bayesian video search reranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Finding image exemplars using fast sparse affinity propagation
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Real time google and live image search re-ranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
CrowdReranking: exploring multiple search engines for visual search reranking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Multimedia search with pseudo-relevance feedback
CIVR'03 Proceedings of the 2nd international conference on Image and video 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
The effects of heterogeneous information combination on large scale social image search
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Query refinement suggestion in multimodal image retrieval with relevance feedback
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Collecting relevance feedback on titles and photographs in weblog posts
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Mining Travel Patterns from Geotagged Photos
ACM Transactions on Intelligent Systems and Technology (TIST)
Leveraging user comments for aesthetic aware image search reranking
Proceedings of the 21st international conference on World Wide Web
QAque: faceted query expansion techniques for exploratory search using community QA resources
Proceedings of the 21st international conference companion on World Wide Web
A unified context model for web image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Training support vector machine through redundant data reduction
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
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
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Visual query attributes suggestion
Proceedings of the 20th ACM international conference on Multimedia
Attribute-assisted reranking for web image retrieval
Proceedings of the 20th ACM international conference on Multimedia
Intent and its discontents: the user at the wheel of the online video search engine
Proceedings of the 20th ACM international conference on Multimedia
PhotoFall: discovering weblog stories through photographs
Proceedings of the 21st ACM international conference on Information and knowledge management
Interactive social group recommendation for Flickr photos
Neurocomputing
Effective transfer tagging from image to video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Learning attribute-aware dictionary for image classification and search
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
A novel representative image selection method in lager-scale image dataset
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Clickage: towards bridging semantic and intent gaps via mining click logs of search engines
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)
Interactive interface for query formulation
Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration
Effective automatic image annotation via integrated discriminative and generative models
Information Sciences: an International Journal
Hi-index | 0.00 |
Query suggestion is an effective approach to bridge the Intention Gap between the users' search intents and queries. Most existing search engines are able to automatically suggest a list of textual query terms based on users' current query input, which can be called Textual Query Suggestion. This article proposes a new query suggestion scheme named Visual Query Suggestion (VQS) which is dedicated to image search. VQS provides a more effective query interface to help users to precisely express their search intents by joint text and image suggestions. When a user submits a textual query, VQS first provides a list of suggestions, each containing a keyword and a collection of representative images in a dropdown menu. Once the user selects one of the suggestions, the corresponding keyword will be added to complement the initial query as the new textual query, while the image collection will be used as the visual query to further represent the search intent. VQS then performs image search based on the new textual query using text search techniques, as well as content-based visual retrieval to refine the search results by using the corresponding images as query examples. We compare VQS against three popular image search engines, and show that VQS outperforms these engines in terms of both the quality of query suggestion and the search performance.