...
.....

J. R. Anderson. Cognitive Psychology and Its Implications 2nd Ed . W H Freeman and Company, New York, N, 1985.

R. K. Belew. Adaptive information retrieval. In Proceedings of the Twelfth Annual International ACMSIGIR Conference on Research and Development in Information Retrieval , pages 11-20, Cambridge MA June 25-28,1989.

M. J. Blosseville, G. Hebrail, M. G. Monteil, and N. Penot. Automatic document classification natural language processing statistical analysis and expert system techniques used together. In Proceedings of the Fifteenth Annual International ACMSIGIR Conference on Research and Development in Information Retrieval , pages 51-57, Copenhagen, Denmark, June 21-24 1992.

T. L. Brauen. Document vector modification. In The Smart Retrieval System -- Experiments in Automatic Document Processing, pages 456-484, G. Salton, Editor, Prenticev Hall Inc., Englewood Cliffs, NJ, 1971.

L. Breiman, J. Friedman, R. Olshen, and C. Stone. Classification and Regression Tree .Wadsworth, Monterey, CA, 1984.

J. Broglio, J. Callan, B. Croft, and D. Nechbar. Document retrieval and routing using the INQUERY system. In Text Retrieval Conference (TREC-3), pages 29-38, Bethesda, MD, November 2-4 1995.

C. Buckley, G. Salton, J. Allan, and A. Singhal. Automatic query expansion using SMART: TREC 3. In Text Retrieval Conference (TREC-3), pages 69-80, Bethesda, MD, November 2-4 1995.

S. K. Card, T. P. Moran, and A. Newell. The Psychology of Human Computer Interaction . Lawrence Erlbaum Associates, Hillsdale, NJ, 1983

H. Chen. Collaborative systems: solving the vocabulary problem. IEEE COMPUTER, 27(5):58-66, Special Issue on Computer-Supported Cooperative Work (CSCW) May 1994.

H. Chen and V. Dhar. Cognitive process as a basis for intelligent retrieval systems design. Information Processing and Management, 27(5): 405-432, 1991.

H. Chen, A. Houston, J. Yen, and J. F. Nunamaker. Intelligent meeting facilitation agents: an experiment on GroupSystems. IEEE COMPUTER, forthcoming 1996.

H. Chen, P. Hsu, R. Orwig, L. Hoopes, and J. F. Nunamaker. Automatic concept classification of text from electronic meetings. Communications of the ACM, 37(10):56-73, October 1994.

H. Chen and K. J. Lynch. Automatic construction of networks of concepts characterizing document databases. IEEE Transactions on Systems Man and Cybernetics , 22(5):885-902, September/October 1992.

H. Chen, K. J. Lynch ,K. Basu, and D. T. Ng. Generating integrating and activating thesauri for concept based document retrieval. IEEE EXPERT Special Series on Artificial Intelligence in Textbased Information Systems , 8(2):25-34, April 1993.

H. Chen and D. T. Ng. An algorithmic approach to concept exploration in a large knowledge network (automatic thesaurus consultation) symbolic branch-and-bound vs. connectionist Hopfield net activation. Journal of the American Society for Information Science , 46(5):348-369, June 1995.

H. Chen, B. R. Schatz, J. Martinez, and D. T. Ng. Generating a domain specific thesaurus automatically: An experiment on FlyBase. In Center for Management of Information College of Business and Public Administration ,University of Arizona, Working Paper ,CMI-WPS 94-02, 1994.

H. Chen, B. R. Schatz, T. Yim, and D. Fye. Automatic thesaurus generation for an electronic community system. Journal of the American Society for Information Science (JASIS), 46(3):175-193, April 1995.

H. Chen and B. Schatz. (1996d) A Path to Concept-based Information Access: From National Collaboratories to Digital Libraries, G. Olson, J. Smith, T. Malone (eds), Coordination Theory and Collaboration Technology, book in press.

H. Chen, et. al., B. Schatz. A Concept Space Approach to Addressing the Vocabulary Problem in Scientific Information Retrieval: An Experiment on the Worm Community System, Journal American Society Information Science (JASIS). 48(1): 17-31 (Jan 1997).

H. Chen, B. Schatz, et. al. (1996b) A Parallel Computing Approach to Creating Engineering Concept Spaces for Semantic Retrieval: The Illinois Digital Library Initiative Project, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(8): 771-782, August.

H. Chen and B. R. Schatz and T. D. Ng and M. Yang. Breaking the Semantic Barrier: A Concept Space Experiment on the Convex Exemplar Parallel Supercomputer, IEEE Parallel and Distributed Technology (submitted), 1996.

H. Chen, et. al., B. Schatz. (1996c) Alleviating Search Uncertainty through Concept Associations: Automatic Indexing, Co-occurrence Analysis, and Parallel Computing, Journal American Society Information Science (JASIS), under review.

H. Chen, C. Schuffels, and R. Orwig. Internet Categorization and Search: A Machine Learning Approach. Journal of Visual Communications and Image representation, 7(1):88-102, March 1996.

H. Chen and L. She. Inductive query by examples (IQBE): A machine learning approach. In Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS-27), Information Sharing and Knowledge Discovery Track, Maui, HI, January 4-7, 1994.

H. Chen, T. Smith, et. al. (1997) A Geographic Knowledge Representation System (GKRS) for Multimedia Geospatial Retrieval and Analysis, International Journal of Digital Libraries.

P. R. Cohen and R. Kjeldsen. Information retrieval by constrained spreading activation in semantic networks. Information Processing and Management , 23(4):255-268, 1987.

S. L. Crawford, R. Fung, L. A. Appelbaum, and R. M. Tong. Classification trees for information retrieval. In Proceedings of the 8th International Workshop on Machine Learning , pages 245-249, Morgan Kaufmann, 1991.

S. L. Crawford and R. M. Fung. An analysis of two probablistic model induction techniques. Statistics and Computing , 2(2):83-90, June 1992.

W. B. Croft and R. H. Thompson. I3R: A new approach to the design of document retrieval systems. Journal of the American Society for Information Science , 38(6): 389-404, 1987.

J. Dalton and A. Deshmane. Artificial neural networks. IEEE Potentials . 10(2):33-36, April 1991.

E. A. Fox. Development of the CODER system: A testbed for artificial intelligence methods in information retrieval. Information Processing and Management , 23(4):341-366, 1987.

N. Fuhr and C. Buckley. A probabilistic learning approach for document indexing. ACM Transactions on Information Systems, 9(3):223-248, July 1991.

N. Fuhr el. al. (N. Fuhr, S. Hartmann, G. Knorz, G. Lustig, M. Schwantner, and K. Tzeras). AIRX: a rulebased multistage indexing system for large subject fields. In Proceedings of the Eighth National Conference on Artificial Intelligence (AAAI-90), pages 789-795, Boston, MA, July 29 - August 3, 1990.

N.Fuhr and U. Pfeifer. Probabilistic information retrieval as a combination of abstraction in deductive learning and probablistic assumptions. ACM Transactions on Information Systems , 12(1):92-115, January 1994.

R. Fung and S. L. Crawford. Constructor: a system for the induction of probablistic models. In Proceedings of the National Conference on Artificial Intelligence (AAAI-90), pages 762-769, Boston, MA, July 29 - August 3, 1990.

M. Gordon. Probabilistic and genetic algorithms for document retrieval. Communications of the ACM , 31(10):1208-1218, October 1988.

F. Hayes-Roth and N. Jacobstein. The state of knowledge-based systems. Communications of the ACM, 37(3):27-39, March 1994.

C. F. Herot, Spatial Management of Data, ACM Trans Database Systems 5: 493-514 (1980).

E. Ide. New experiments in relevance feedback. In The Smart Retrieval System -- Experiments in Automatic Document Processing, pages 337-354, G. Salton, Editor, Prentice Hall Inc., Englewood Cliffs, NJ, 1971.

E. Ide and G. Salton. Interactive search strategies and dynamic file organization in information retrieval. In The Smart Retrieval System Experiments in Automatic Document Processing , pages 373-393, G. Salton, Editor, Prentice Hall Inc., Englewood Cliffs, NJ, 1971.

IITA. Interoperability, Scaling, and the Digital Libraries Research Agenda: A Report on the May 18-19, 1995 IITA Digital Libraries Workshop. Information Infrastructure Technology and Applications (IITA) Working Group.

P. S. Jacobs and L. F. Rau. Innovations in text interpretation. Artificial Intelligence , 63:143-193, 1993.

K. Knight. Connectionist ideas and algorithms. Communications of the ACM November, 33(11):59-74, November 1990.

T. Kwan, R, McGrath, and D. Reed, NCSA World Wide Web Server: Design and Performance, IEEE Computer, Volume 28, Number 11, November, 1995, pp. 68-74.

K. Kwok, L. Grunfeld, and D. Lewis. TREC-3 ad-hoc, routing, retrieval, and thresholding experiments using PRICS. In Text Retrieval Conference (TREC -3) , pages 247-256, Bethesda, MD, November 2-4 1995.

K. L. Kwok. A neural network for probablistic information retrieval. In Proceedings of the Twelfth Annual International ACMS/IGIR Conference on Research and Development in Information Retrieval , pages 21-30, Cambridge, MA, June 25-28, 1989.

D. D. Lewis. An evaluation of phrasal and clustered representations on a text categorization task. In Proceedings of the Fifteenth Annual International ACM/SIGIR Conference on Research and Development in Information Retrieval, pages 37-40. Copenhagen, Denmark, June 21-24 1992.

X. Lin, D.Soergel, and G. Marchionini. A self organizing semantic map for information retrieval. In Proceedings of the Fourteenth Annual International ACM/SIGIR Conference on Research and Development in Information Retrieval, pages 262-269, Chicago, IL, October 13-16 1991.

K. J. MacLeod and W. Robertson. A neural algorithm for document clustering. Information Processing & Management, 27(4):337-346, 1991.

B. S. Manjunath and W. Y. Ma. Texture features for browsing and retrieval of image data. In Department of ECE University of California at Santa Barbara CIPR TR-95-06, 1995.

M. E. Maron and J. L. Kuhns. On relevance, probabilistic indexing and information retrieval. Journal of the ACM , 7(3):216-243, July 1960.

B. Masand, L. Gordon, and D. Waltz. Classifying news stories using memory based reasoning. In Proceedings of the Fifteenth Annual International ACM/SIGIR Conference on Research and Development in Information Retrieval, pages 59-65, Copenhagen, Denmark, June 21-24 1992.

R. McGrath, UIUC DLI Project Scale-up: A Technical Evaluation, http://www.ncsa.uiuc.edu/People/mcgrath/DLI/Scaling, December 1996.

R. McGrath and R. Plante, Accessing Space Science Data Using the Internet, http://webstar.ncsa.uiuc.edu/Docs/NRA-96-010.ps, August 1996

I. Monarch and J. G. Carbonell. CoalSORT: A knowledge-based interface. IEEE EXPERT, pages 39-53, Spring 1987.

NRC. National Collaboratories: Applying Information Technology for Scientific Research,, Computer Science and Telecommunications Board of National Research Council (NRC) study, National Academy Press, Mar 1993.

J. F. Nunamaker, A. R. Dennis, J. S. Valacich, D. R. Vogel, and J. F. George. Electronic meeting systems to support group work. Communications of the ACM, 34(7):40-61, July 1991.

R. Orwig, H. Chen, and J. F. Nunamaker. A graphical self organizing approach to classifying electronic meeting output. Journal of the American Society for Information Science, 48(2):157-170, Feb. 1997.

C. F. Overhage and R. J. Harman (eds), INTREX: Report of a Planning Conference on Information Technology Experiments, (MIT Press, 1965).

W. Pottenger. Techniques, Transformations, and Theory in the Parallelization of Computer Programs, PhD thesis (Draft), University of Illinois at Urbana-Champaign, Department of Computer Science, February 1997.

W. Pottenger et. al. (1997) (Rafael Asenjo, Eladio Gutierrez, Yuan Lin, David Padua, Bill Pottenger, and Emilio Zapata). On the Automatic Parallelization of Sparse and Irregular Fortran Codes. International Conference on Supercomputing, 1997 (under review)

W. Pottenger and B. Schatz. On the Evaluation of C++ in a Parallel Programming Environment, Technical Report 1506, Univ. of Illinois at Urbana-Champaign, Center for Supercomputing Research and Development, November 1996.

W. Pottenger and B. Schatz. (1997a) cSpace: A Parallel C++ Information Retrieval Benchmark, Technical Report 1511, Univ. of Illinois at Urbana-Champaign, Center for Supercomputing Research and Development, January.

W. Pottenger and B. Schatz. (1997b) Real-time Semantic Retrieval on Parallel Computers, Technical Report 1516, Univ. of Illinois at Urbana-Champaign, Center for Supercomputing Research and Development, January.

L. F. Rau and P. S. Jacobs. Creating segmented databases from free text for text retrieval. In Proceedings of the Fourteenth Annual International ACM/SIGIR Conference on Research and Development in Information Retrieval , pages 337-346, Chicago, IL, October 13-16 1991.

J. J. Rocchio. Relevance feedback in information retrieval. In The Smart Retrieval System - Experiments in Automatic Document Processing, pages G. Salton, Editor, Prentice Hall Inc., Englewood Cliffs, NJ, 1971.

G. Salton. Automatic Text Processing. Addison-Wesley Publishing Company, Inc., Reading, MA, 1989.

B. Schatz. Information Retrieval in Digital Libraries: Bringing Search to the Net, Science, 275 (5298): 327-334, Jan. 17, 1997. Invited cover article.

B. Schatz. Telesophy: A System for Manipulating the Knowledge of a Community, Proc IEEE Globecom 87 (Nov 1987), 1181-1186.

B. Schatz (1989). For example, as a member of the Internet Research Task Force, the author was one of the few members of the generation after the pioneers invited to speak at the 20th Anniversary Symposium for the ARPANET at UCLA in 1989. The talk on "Telesophy: Towards World-Wide Information Spaces", though full of technical details and projections, seemed grand and futuristic at that point (August 1989).

B. Schatz, Telesophy, feasibility study (Bellcore, TM-ARH-002487, Aug 1984), 76pp.

B. Schatz, Searching in a Hyperlibrary, (1989a) Proc. 5th IEEE Int. Conf. Data Engineering, (Feb.), 188-197.

B. Schatz. Building the Interspace, http://csl.ncsa.uiuc.edu, under Information Infrastructure, includes Interspace overview slides and initial architecture description, 1995.

B. Schatz. Interactive Retrieval in Information Spaces Distributed across a Wide-Area Network, Ph.D. thesis, University of Arizona Computer Science Department, December 1990.

B. Schatz and H. Chen. Building Large-Scale Digital Libraries, IEEE Computer, 29(5):22--26, May 1996.

B. Schatz, E. Johnson, and P. Cochrane. Interactive Term Suggestion for Users of Digital Libraries: Using Subject Thesauri and Co-occurrence Lists for Information Retrieval, ACM International Conference on Digital Libraries (DL96), Bethesda, MD, March 1996.

B. Schatz and J. Hardin. NCSA Mosaic and the World-Wide Web: Global Hypermedia Protocols for the Internet, Science 265: 895-901, August 12, 1994.

B. Schatz, B. Mischo, T. Cole, J. Hardin, A. Bishop, and H. Chen. Federating repositories of scientific literature: The Illinois digital library project. IEEE COMPUTER, 29(5):28-36, May 1996.

Science. Beyond E-mail and Databases, Science 261: 841-843 (1993). Esp. sidebar discussing WCS entitled Networking the Worm with screendump of WCS and photo of Schatz.

T. Smith. The Alexandria digital library: Overview and WWW prototype. IEEE COMPUTER, May 1996.

T. Strzalkowski, I. Carballo, and M. Marinescu. Natural language information retrieval TREC-3 report. In Text Retrieval Conference (TREC-3), pages 39-54, Bethesda, MD, November 2-4 1995.

H. Turtle and W. B. Croft. Inference networks for document retrieval In Proceedings of the Annual International ACMSIGIR Conference on Research and Development in Information Retrieval, pages 1-24, Brussels, Belgium, September 5-7, 1990.

H. Turtle and W. B. Croft. Evaluation of an inference network based retrieval model. ACM Transactions on Information Systems , 9(3):187-222, July 1991.

K. Tzeras and S. Hartmann. Automatic indexing based on Bayesian inference networks. In Proceedings of the Annual International ACMSIGIR Conference on Research and Development in Information Retrieval ,pages 22-34, Pittsburgh, PA, June 27-July 1, 1993.

T. Vickery and H. M. Brooks. PLEXUS - the expert system for referral. Information Processing and Management , 23(2):99-117, 1987.

N. J. Yeager and R. E. McGrath, Web Server Technology: The Authoritative Guide for World Wide Web Information Providers, Morgan Kaufmann Publishers, San Francisco, 1996. See also http://www.ncsa.uiuc.edu/People/nyeager/webserv.html

R. Wirt. Seminar presented at the University of Illinois, Urbana-Champaign. Intel Corporation Research Lab, September 1996.

 

 

INTERSPACE PROPOSAL MAIN PAGE

1. INNOVATIVE CLAIMS

2. DELIVERABLES

3. STATEMENT OF WORK

4. DESCRIPTION OF RESULTS,
PRODUCTS, TRANSFERABLE TECHNOLOGY,
AND TECHNOLOGY TRANSFER PATH

5. COLLABORATIONS

6. SCHEDULE AND MILESTONES

7. TECHNICAL RATIONALE, APPROACH, AND PLAN

8. COMPARISONS TO OTHER RESEARCH

9. KEY PERSONNEL

10. PREVIOUS ACCOMPLISHMENTS

11. BIBLIOGRAPHY

 

    ........