The significance of the Cranfield tests on index languages
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
The pyramid-technique: towards breaking the curse of dimensionality
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
ACM Computing Surveys (CSUR)
Building efficient and effective metasearch engines
ACM Computing Surveys (CSUR)
Database Management Systems
Modern Information Retrieval
Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web by Its Inventor
Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web by Its Inventor
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Using Space-Filling Curves for Multi-dimensional Indexing
BNCOD 17 Proceedings of the 17th British National Conferenc on Databases: Advances in Databases
Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Information Theory, Inference & Learning Algorithms
Information Theory, Inference & Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
iDistance: An adaptive B+-tree based indexing method for nearest neighbor search
ACM Transactions on Database Systems (TODS)
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Google news personalization: scalable online collaborative filtering
Proceedings of the 16th international conference on World Wide Web
MultiTube--Where Web 2.0 and Multimedia Could Meet
IEEE MultiMedia
Introduction to Information Retrieval
Introduction to Information Retrieval
Persona: an online social network with user-defined privacy
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Video interactions in online video social networks
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
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In recent years, the emergence of online social network and other web applications is dramatically changing how rich media information is accessed and presented, how knowledge is processed and extracted, and how business can be conducted. Characteristics of the related data, users and computing environment influence the development, implementation and evaluation of media (e.g., text, audio, image and video) retrieval systems significantly. Designing effective search algorithms plays a critical role to satisfy user's information needs. In this article, we try to identify several potential research directions and discuss critical technical challenges on how to efficiently develop rich/multimedia retrieval and data management techniques from different respects. They include query formulation, recommendation systems, and index structure for query speed and scalability improvement.