Machine learning for adaptive user interfaces

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1303, Issue , 1997, Pages 53-62

  Langley, Pat ^a  

^a DaimlerChrysler Research and Technology North America Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE LEARNING;

ADAPTIVE INTERFACE; ADAPTIVE USER INTERFACE; INDUCTIVE METHOD;

USER INTERFACES;

EID: 84956994053     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3540634932_3     Document Type: Conference Paper

References (19)

1. Anderson, J. R. (1984). Cognitive psychology and intelligent tutoring. Proceedings of the Sixth Conference of the Cognitive Science Society (pp. 37-43). Boulder, CO: Lawrence Erlbaum.
2. Baffes, P. T., & Mooney, R. J. (1995). A novel application of theory refinement to student modeling. Proceedings of the Thirteenth National Conference of the American Association for Artificial Intelligence (pp. 403-408). Portland, OR: AAAI Press.
3. Brodley, C. E., & Smyth, P. (1997). Applying classification algorithms in practice. Statistics and Computing, 7, 45-56.
4. Cypher, A. (1991). EAGER: Programming repetitive tasks by example. Proceedings of CHI (pp. 33-39). New Orleans: ACM.
5. Cypher, A. (Ed.). (1993). Watch what I do: Programming by demonstration. Cambridge, MA: MIT Press.
6. Dent, L., Boticario, J., McDermott, J., Mitchell, T., & Zaborowski, D. (1992). A personal learning apprentice. Proceedings of the Tenth National Conference on Artificial Intelligence (pp. 96-103). San Jose, CA: AAAI Press.
7. Evans, B., & Fisher, D. (1994). Overcoming process delays with decision-tree induction. IEEE Expert, 9, 60-66.
8. Fayyad, U. M., Smyth, P., Weir, N., & Djorgovski, S. (1995). Automated analysis and exploration of image databases: Results, progress, and challenges. Journal of Intelligent Information Systems, 4, 1-19.
9. Giordana, A., Saitta, L., Bergadano, F., Brancadori, F., & De Marchi, D. (1993). ENIGMA: A system that learns diagnostic knowledge. IEEE Transactions on Knowledge and Data Engineering, KDE-5, 15-28.
10. Hermens, L. A., & Schlimmer, J. C. (1994). A machine-learning apprentice for the completion of repetitive forms. IEEE Expert, 9, 28-33.
11. Hinkle, D., & Toomey, C. N. (1994). CLAVIER: Applying case-based reasoning to composite part fabrication. Proceedings of the Sixth Innovative Applications of Artificial Intelligence Conference (pp. 55-62). Seattle, WA: AAAI Press.
12. Lang, K. (1995). NEWSWEEDER: Learning to filter news. Proceedings of the Twelfth International Conference on Machine Learning (pp. 331-339). Lake Tahoe, CA: Morgan Kaufmann.
13. Langley, P., & Ohlsson, S. (1984). Automated cognitive modeling. Proceedings of the Fourth National Conference of the American Association for Artificial Intelligence (pp. 193-197). Austin, TX: Morgan Kaufmann.
14. Langley, P., & Simon, H. A. (1995). Applications of machine learning and rule induction. Communications of the ACM, 38, November, 55-64.
15. Michie, D. (1989). Problems of computer-aided concept formation. In J. R. Quinlan (Ed.), Applications of expert systems (Vol. 2). Wokingham, UK: Addison-Wesley.
16. Pazzani, M., Muramatsu, J., & Billsus, D. (1996). SYSKILL & WEBERT: Identifying interesting web sites. Proceedings of the Thirteenth National Conference of the American Association for Artificial Intelligence (pp. 54-61). Portland, OR: AAAI Press.
17. Rogers, S., Langley, P., Johnson, B., & Liu, A. (1997). Personalization of the automotive information environment. Proceedings of the Workshop on Machine Learning in the Real World: Methodological Aspects and Implications (pp. 28-33). Nashville, TN.
18. Rudstrom, A. (1995). Applications of machine learning. Licentiate thesis, Department of Computer and Systems Sciences, Stockholm University, Sweden.
19. Schlimmer, J. C., & Hermens, L. A. (1993). Software agents: Completing patterns and constructing user interfaces. Journal of Artificial Intelligence Research, 1, 6189.