Silk from a sow's ear: extracting usable structures from the Web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
VideoQ: an automated content based video search system using visual cues
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Inferring Web communities from link topology
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Measuring index quality using random walks on the Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Trawling the Web for emerging cyber-communities
WWW '99 Proceedings of the eighth international conference on World Wide Web
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
What is this page known for? Computing Web page reputations
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
A unified framework for semantics and feature based relevance feedback in image retrieval systems
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
PicASHOW: pictorial authority search by hyperlinks on the Web
Proceedings of the 10th international conference on World Wide Web
Visually Searching the Web for Content
IEEE MultiMedia
Pairwise Data Clustering by Deterministic Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Search for Multi-modality Data in Digital Libraries
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Web-Based Multimedia Retrieval: Balancing Out between Common Knowledge and Personalized Views
WISE '01 Proceedings of the Second International Conference on Web Information Systems Engineering (WISE'01) Volume 1 - Volume 1
MediaView: A Semantic View Mechanism for Multimedia Modeling
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Identifying Story and Preview Images in News Web Pages
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Exploiting Spatiality, Motility and Interactivity: A Relationship-Centric Flash Retrieval Model
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Retrieving multimedia web objects based on PageRank algorithm
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Detection of video sequences using compact signatures
ACM Transactions on Information Systems (TOIS)
Multimedia Data Modeling Through a Semantic View Mechanism
World Wide Web
Improving Web search using image snippets
ACM Transactions on Internet Technology (TOIT)
A Unified Indexing Structure for Efficient Cross-Media Retrieval
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Cross-Media database retrieval system based on TOTEM
WISE'06 Proceedings of the 7th international conference on Web Information Systems
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An important trend in Web information processing is the support of multimedia retrieval. However, the most prevailing paradigm for multimedia retrieval, content-based retrieval (CBR), is a rather conservative one whose performance depends on a set of specifically defined low-level features and a carefully chosen sample object. In this paper, an aggressive search mechanism called Octopus is proposed which addresses the retrieval of multi-modality data using multifaceted knowledge. In particular, Octopus promotes a novel scenario in which the user supplies seed objects of arbitrary modality as the hint of his information need, and receives a set of multi-modality objects satisfying his need. The foundation of Octopus is a multifaceted knowledge base constructed on a layered graph model (LGM), which describes the relevance between media objects from various perspectives. Link analysis based retrieval algorithm is proposed based on the LGM. A unique relevance feedback technique is developed to update the knowledge base by learning from user behaviors, and to enhance the retrieval performance in a progressive manner. A prototype implementing the proposed approach has been developed to demonstrate its feasibility and capability through illustrative examples.