2. Workshop on The Transformation of Science Max Planck Society, Elmau, Germany June 1, 1999 TOWARDS INFORMATIONAL SCIENCE Indexing and Analyzing the Knowledge of Scientific Communities Bruce R. Schatz CANIS Laboratory Graduate School of Library and Information Science University of Illinois at Urbana-Champaign www.canis.uiuc.edu, schatz@uiuc.edu

3. Informational Science Towards the Fourth Branch of Science Computer Science => Computational Science Information Science => Informational Science Correlation of Knowledge across Sources Distributed Community Repositories Semantic Indexing of Community Knowledge Analysis Environments on the Net

4. Community Repositories in the Interspace Every Person performs Every Role USERrequest LIBRARIANreference INDEXERclassify PUBLISHERquality AUTHORgenerate The Distributed World

5. Community Systems browse and share all the knowledge of a community data results (database management)(electronic mail) literature news (information retrieval) (bulletin boards ) knowledge (hypertext annotations) Formal Informal

6. Worm Community System WCS Information: Literature BIOSIS, MEDLINE, newsletters, meetings Data Genes, Maps, Sequences, strains, people WCS Functionality Browsingsearch, navigation Filteringselection, analysis Sharinglinking, publishing WCS: 250 users at 50 labs across Internet (1991)

7. WCS

8. THE THIRD WAVE OF NET EVOLUTION PACKETS OBJECTS CONCEPTS

9. from Objects to Concepts from Syntax to Semantics Infrastructure is Interaction with Abstraction Internet is packet transmission across computers Interspace is concept navigation across repositories CONCEPT SPACES

10. Technology Engineering Electrical FORMAL INFORMAL (manual) (automatic) IEEE communities groups individuals LEVELS OF INDEXES

11. SCALABLE SEMANTICS Automatic indexing Domain-Independent indexing Statistical clustering Compute Context of concepts within documents documents within repositories

12. CROSS-OVERS IN SEMANTIC INDEXING

13. COMPUTING CONCEPTS ‘92: 4,000 (molecular biology) ‘93: 40,000 (molecular biology) ‘95: 400,000 (electrical engineering) ‘96: 4,000,000 (engineering) ‘98: 40,000,000 (medicine)

14. SIMULATING A NEW WORLD Obtain discipline-scale collection MEDLINE from NLM, 10M bibliographic abstracts human classification: Medical Subject Headings Partition discipline into Community Repositories 4 core terms per abstract for MeSH classification 32K nodes with core terms (classification tree) Community is all abstracts classified by core term 40M abstracts containing 280M concepts concept spaces took 2 days on NCSA Origin 2000 Simulating World of Medical Communities 10K repositories with > 1K abstracts (1K w/ > 10K)

15. COMMUNITY PROCESSING

16. INTERSPACE NAVIGATION Semantic Indexes for Community Repositories Navigating Abstractions within Repository concept space category map Interactive browsing by Community experts

17. Interspace Remote Access Client

18. Navigation in MEDSPACE For a patient with Rheumatoid Arthritis Find a drug that reduces the pain (analgesic) but does not cause stomach (gastrointestinal) bleeding Choose Domain

19. Concept Search

20. Concept Navigation

21. Retrieve Document

22. Navigate Document

23. Retrieve Document

25. Category Map

26. Category Navigation

27. Concept Navigation

28. SWITCHING In the Interspace… each Community maintains its own repository Switching is navigating Across repositories use your vocabulary to search another specialty

29. Medicine Session

30. Categories and Concepts

31. Concept Switching

32. Document Retrieval

33. CONCEPT SWITCHING “Concept” versus “Term” set of “semantically” equivalent terms Concept switching region to region (set to set) match term Semantic region Concept Space

34. Building Your Interspace Gather the Information Sources external bibliographic and community documents community meta-data and specialty data Generate the Community Repositories concept spaces (terms) & category maps (documents) Construct the Analysis Environment concept switching and community links Evolve Community Interspace concept navigation and object sharing

35. THE NET OF THE 21st CENTURY Beyond Objects to Concepts Beyond Search to Analysis Every Community has its own special library Every Community does semantic indexing Problem Solving via Cross-Correlating Concepts Across the Interspace

36. The Zen of the Net