Neural navigation interfaces for Information Retrieval: Are they more than an appealing idea?

Artificial Intelligence Review

Volumn 10, Issue 5-6, 1996, Pages 477-504

  Zavrel, Jakub ^a  

^a TILBURG UNIVERSITY   (Netherlands)

Author keywords

Clustering; Evaluation; Information retrieval; Information visualization; Neural networks; Self organizing maps; Semantic road maps

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; EVALUATION; INFORMATION THEORY; NEURAL NETWORKS; VISUALIZATION;

CLUSTERING; INFORMATION VISUALIZATION; SEMANTIC ROAD MAPS;

INFORMATION RETRIEVAL SYSTEMS;

EID: 0030260109     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF00130695     Document Type: Article

References (31)

1. Blackmore, J. & Miikkulainen, R. (1993). Incremental Grid Growing: Encoding High Dimensional Structure into a Two-Dimensional Feature Map, In Proc. of the 1993 IEEE International Conference on Neural Networks, 450-455. San Francisco, CA.
2. Chalmers, M. & Chitson, P. (1992). Bead: Explorations in Information Visualisation. In Proc. of the 15th Annual International ACM-SIGIR Conference on Research and Development in information Retrieval, 330-337. Copenhagen, Denmark.
3. Chalmers, M. (1995). Design Perspectives in Visualising Complex Information. In Proc. IFIP 3rd Visual Databases Conference. Lausanne, Switzerland.
4. Can, F. & Ozkarahan, E. A. (1984). Two Partitioning Type Clustering Algorithms. Journal of the American Society for Information Science 35(5): 268-276.
5. Cutting, D. R., Karger, D. R., Pedersen, J. O. & Tukey, J. W. (1992). Scatter/Gather: A Cluster-based Approach to Browsing Large Document Collections, In Proc. of the 15th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval, 262-269. Copenhagen, Denmark.
6. De Heer, T. (1982). The Application of the Concept of Homeosemy to Natural Language Information Retrieval. Information Processing and Management 18(5): 229-236.
7. Doszkocs, T. E., Reggia, J. & Lin X. (1990). Connectionist Models and Information Retrieval. Annual Review of Information Science and Technology, 25. American Society for Information Science.
8. Doyle, L. B. (1961). Semantic Road Maps for Literature Searchers, Journal of the ACM 8: 553-578.
9. Everitt, B. S. (1993). Cluster Analysis, 3rd edition. Halsted Press: New York.
10. Fowler, R. H., Fowler, W. A. L. & Wilson, B.A. (1991). Integrating Query, Thesaurus, and Documents through a Common Visual Representation. In Proc. of the 14th Annual International ACM-SIGIR Conferenceon Research and Development in Information Retrieval, 142-151. Chicago, IL.
11. Fritzke, B. (1994). Growing Cell Structures - A Self-Organizing Network for Unsupervised and Supervised Learning. Neural Networks 7(9): 1441-1460.
12. Fumas, G. W., Deerwester, S., Dumais, S. T., Landauer, T. K., Harshman, R. A., Streeter, L. A. & Lochbaum, K. E. (1988). Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure. In Proc. of the 11th Annual International ACM-SIGIR Conferenceon Research and Development in Information Retrieval, 465-480.
13. Griffiths, A., Luckhurst, H. C. & Willett, P. (1986). Using Interdocument Similarity Information in Document Retrieval Systems. Journal of the American Society for Information Science 37(1): 3-11.
14. Hecht-Nielsen, R. (1990). Neurocomputing. Addison-Wesley.
15. Hemmje, M., Kunkel, C. & Willett, A. (1994). LyberWorld - A Visualization User Interface Supporting Fulltext Retrieval. In Proc. of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval, 249-259. Dublin, Ireland.
16. Hertz, J. A., Krogh, A. S. & Palmer, R. G. (1991). Introduction to the Theory of Neural Computation. Addison-Wesley.
17. Kohonen, T. (1990). The Self-Organizing Map. Proc. of the IEEE 78: 1464-1480.
18. Korfhage, R. R., Nuchprayoon, A. & Parmanto B. (1995). Structured Display and Browsing of Documentary Information. IntegratedComputer-Aided Engineering 2(1).
19. Lelu, A. (1991). From Data Analysis to Neural Networks: New Prospects for Efficient Browsing Through Databases. Journal of Information Science 17: 1-12.
20. Lin, X., Soergel, D. & Marchioni, G. (1991). A Self-Organizing Semantic Map for Information Retrieval. Proc. of the 14th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval, 262-269. Chicago, IL.
21. Lin, X. (1995). Searching and Browsing on Map Displays, unpublished manuscript, available through URL: http:\\www.uky.edu/∼xlin/asis95.htm.
22. MacLeod, K. J. & Robertson, W. (1991). A Neural Algorithm for Document Clustering. Information Processing and Management 27(4): 337-346.
23. Ritter, H., Martinetz, T. & Schulten, K. (1992). Neural Computation and Self-Organizing Maps: An Introduction. Addison-Wesley.
24. Rozmus, J. M. (1995). Information Retrieval by Self-Organizing Maps. Proc. of the 1995 National Online Meeting, Learned Information Inc., Medford, NJ.
25. Salton, G. (1989). Automatic Text Processing: the Transformation, Analysis, and Retrieval of Information by Computer. Addison-Wesley.
26. Scholtes, J. C. (1993). Neural Networks in Natural Language Processing and Information Retrieval, Ph.D. diss., Dept. of Computational Linguistics, Universiteit van Amsterdam.
27. Scholtes, J. C. (1994). Artificial Neural Networks for Information Retrieval in a Libraries Context. State-of-the-Art Report, EC/PROLIB/ANN Contract, MSC Information Retrieval Technologies BV, Amsterdam.
28. Van Rijsbergen, C. J. (1979). Information Retrieval. Butterworths: London.
29. VIRI (1995). Visual Information Retrieval Interfaces, www page at URL: http:\\ www-cui.darmstadt.gmd.de : 80/visit/Activities/Viri/visual.html
30. Willett, P. (1988). Recent Trends in Hierarchical Document Clustering: A Critical Review. Information Processing and Management 24(5): 577-597.
31. Zavrel, J. (1995), Neural Information Retrieval: An Experimental Study of Clustering and Browsing of Document Collections with Neural Networks. MA Thesis, Universiteit van Amsterdam, available through URL: ftp:\\itkftp.kub.nl/pub /Jakub/zavrel.scriptie.ps.Z