Similarity and analogical reasoning: a synthesis
Similarity and analogical reasoning
ACM Computing Surveys (CSUR)
Index-driven similarity search in metric spaces (Survey Article)
ACM Transactions on Database Systems (TODS)
Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics and Geometric Modeling)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Ambient Findability: What We Find Changes Who We Become
Ambient Findability: What We Find Changes Who We Become
MapReduce: simplified data processing on large clusters
Communications of the ACM - 50th anniversary issue: 1958 - 2008
Generic similarity search engine demonstrated by an image retrieval application
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Modern Information Retrieval
Search Patterns: Design for Discovery
Search Patterns: Design for Discovery
On nonmetric similarity search problems in complex domains
ACM Computing Surveys (CSUR)
Cloud Computing Bible
Outsourced Similarity Search on Metric Data Assets
IEEE Transactions on Knowledge and Data Engineering
Multi feature indexing network MUFIN for similarity search applications
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
Content-based annotation and classification framework: a general multi-purpose approach
Proceedings of the 17th International Database Engineering & Applications Symposium
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Similarity searching has been a research issue for many years, and searching has probably become the most important web application today. As the complexity of data objects grows, it is more and more difficult to reason about digital objects otherwise than through the similarity. In this article, we first discuss concepts of similarity and searching in light of future perspectives before a concise history of similarity searching technology is presented. We use the historical knowledge to extend the trends to future. We analyze the bottlenecks of application development and discuss perspectives of search computing for future applications. We also present a model of search technology and its position in computer clouds for application development. Finally, execution platforms for multi-modal findability and security issues for outsourced similarity searching environments are suggested as important research challenges.