Building an electronic community system
Journal of Management Information Systems
Natural language information retrieval
TREC-2 Proceedings of the second conference on Text retrieval conference
Automatic subject indexing using an associative neural network
Proceedings of the third ACM conference on Digital libraries
Semantic indexing for a complete subject discipline
Proceedings of the fourth ACM conference on Digital libraries
Comparing noun phrasing techniques for use with medical digital library tools
Journal of the American Society for Information Science - Special topic issue on digital libraries: part 2
The Semantic Web And Its Languages
IEEE Intelligent Systems
High-Performance Distributed Digital Libraries: Building the Interspace on the Grid
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Mining Information for Functional Genomics
IEEE Intelligent Systems
A cross-collection mixture model for comparative text mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Joke retrieval: recognizing the same joke told differently
Proceedings of the 17th ACM conference on Information and knowledge management
| Hi-index | 4.10 |
With the Interspace, the global information infrastructure will, for the first time, directly support interaction with abstraction. This infrastructure uses technologies that go beyond searching individual repositories to analyze and correlate knowledge across multiple sources and subjects. The Interspace will offer distributed services to transfer concepts across domains, just as Arpanet used distributed services to transfer files across machines and the Internet uses distributed services to transfer objects across repositories. Standard protocols for the emerging information infrastructure will support searching knowledge collections maintained and indexed by specialized communities and residing directly on users' personal machines. These protocols will automatically interconnect related logical spaces, letting individuals navigate across community repositories rather than searching for interlinked objects within physical networks. The Community Architectures for Network Information Systems Laboratory has developed a working Interspace prototype that uses scalable technologies for concept extraction and navigation. They have successfully tested these technologies, which compute contextual frequency of document phrases within community repository, on discipline-scale, real-world collections. Within the next decade, semantic indexing will extend beyond concepts and categories to perspectives, which relate concepts within categories, and situations, which relate categories within collections. These more abstract semantic levels will lead to a closer matching of the meanings in the user's mind to the world's objects.