Cases, context, and comfort: Opportunities for case-based reasoning in Smart Homes

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

Volumn 4008 LNAI, Issue , 2006, Pages 109-131

  Leake, David ^a   Maguitman, Ana ^a   Reichherzer, Thomas ^a  

^a INDIANA UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; INTELLIGENT BUILDINGS;

CASEBASED REASONINGS (CBR); COGNITIVE MODEL; DESIGN GOAL; DESIGN ISSUES; HUMAN COMMUNICATIONS; PERSONALIZATIONS; PROBLEM DETECTION; RESEARCH CHALLENGES;

CASE BASED REASONING;

EID: 37249026298     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11788485_7     Document Type: Article

References (78)

1. Craik, F.I.M., Salthouse, T.A.: The Handbook of Aging and Cognition, 2nd Ed. Lawrence Erlbaum, Mahwah, NJ (2000)
2. Mann, C.W., Helal, S.: Pervasive computing research on aging, disability and independence. In: Proceedings of the 2004 International Symposium on Applications and the Internet Workshops (SAINTW'04), Tokyo, Japan, IEEE Computer Society (2004) 244-248
3. Mynatt, E., Essa, I., Rogers, W.: Increasing the opportunities for aging-in-place. In: Proceedings of the ACM Conference on Universal Usability, Arlington, VA, USA, ACM (2000) 65-71
4. Pollack, M.: Intelligent technology for an aging population: The use of AI to assist elders with cognitive impairment. AI Magazine 26(2) (2005) 9-24
5. Augusto, J., Nugent, C.: Smart homes can be smarter. In Augusto, J., Nugent, C., eds.: Designing Smart Homes: The Role of Artificial Intelligence. Springer, Berlin (2006)
6. Kolodner, J.: From natural language understanding to case-based reasoning and beyond: A perspective on the cognitive model that ties it all together. In Schank, R., Langer, E., eds.: Beliefs, Reasoning, and Decision Making: Psycho-Logic in Honor of Bob Abelson. Lawrence Erlbaum, Hillsdale, NJ (1994) 55-110
7. Leake, D.: Cognition as case-based reasoning. In Bechtel, W., Graham, G., eds.: A Companion to Cognitive Science. Blackwell, Oxford (1998) 465-476
8. Cunningham, P., Doyle, D., Loughrey, J.: An evaluation of the usefulness of case-based explanation. In: Case-Based Reasoning Research and Development: Proceedings of the Fifth International Conference on Case-Based Reasoning, ICCBR-03, Berlin, Springer-Verlag (2003) 122-130
9. Watson, I.: Case-based reasoning is a methodology not a technology. Knowledge-Based Systems 12(303-308) (1996)
10. Schank, R.: Dynamic Memory: A Theory of Learning in Computers and People. Cambridge University Press, Cambridge, England (1982)
11. Schank, R., Leake, D.: Natural language understanding: Models of Roger Schank and his students. In: Encyclopedia of Cognitive Science. Nature Publishing Group, London (2002) 189-195
12. Domeshek, E.: Do the Right Things: A Component Theory for Indexing Stories as Social Advice. PhD thesis, The Institute for the Learning Sciences, Northwestern University (1992)
13. Leake, D.: Evaluating Explanations: A Content Theory. Lawrence Erlbaum, Hillsdale, NJ (1992)
14. Schank, R., Osgood, R., Brand, M., Burke, R., Domeshek, E., Edelson, D., Ferguson, W., Freed, M., Jona, M., Krulwich, B., Ohmayo, E., Pryor, L.: A content theory of memory indexing. Technical Report 1, Institute for the Learning Sciences, Northwestern University (1990)
15. Aamodt, A., Plaza, E.: Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications 7(1) (1994) 39-52 http://www.iiia.csic.es/People/enric/AICom.pdf.
16. Kolodner, J., Leake, D.: A tutorial introduction to case-based reasoning. In Leake, D., ed.: Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press, Menlo Park, CA (1996) 31-65
17. Leake, D.: CBR in context: The present and future. In Leake, D., ed.: Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press, Menlo Park, CA (1996) 3-30 http://www.cs.indiana.edu/leake/papers/a-96-01.html.
18. Leake, D., Wilson, D.: When experience is wrong: Examining CBR for changing tasks and environments. In: Proceedings of the Third International Conference on Case-Based Reasoning, Berlin, Springer Verlag (1999) 218-232
19. Mantaras, R., McSherry, D., Bridge, D., Leake, D., Smyth, B., Craw, S., Faltings, B., Maher, M., Cox, M., Forbus, K., Keane, M., Aamodt, A., Watson, I.: Retrieval, reuse, revise, and retention in CBR. Knowledge based systems (2006) In press.
20. Smyth, B., Keane, M.: Adaptation-guided retrieval: Questioning the similarity assumption in reasoning. Artificial Intelligence 102(2) (1998) 249-293
21. Leake, D., Kinley, A., Wilson, D.: Linking adaptation and similarity learning. In: Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society, Mahwah, NJ, Lawrence Erlbaum (1996) 591-596
22. Wiratunga, N., Craw, S., Taylor, B., Davis, G.: Case-based reasoning for matching SMART-HOUSE technology to people's needs. Knowledge based systems 17 (2004) 139-146
23. Leake, D.: Focusing construction and selection of abductive hypotheses. In: Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, San Francisco, Morgan Kaufmann (1993) 24-29
24. Kolodner, J.: Improving human decision making through case-based decision aiding. AI Magazine 12(2) (1991) 52-68
25. Leake, D., McSherry, D.: Explanation in Case-Based Reasoning. Kluwer (2005) Special issue of Artificial Intelligence Review, In press.
26. Patterson, D., Rooney, N., Galushka, M.: Learning by data mining. In Augusto, J., Nugent, C., eds.: Designing Smart Homes: The Role of Artificial Intelligence. Springer, Berlin (2006)
27. Dean, T., Boddy, M.: An analysis of time-dependent planning. In: Proceedings of the seventh national conference on artificial intelligence, San Mateo, CA, Morgan Kaufmann (1988) 49-54
28. Riesbeck, C.: What next? The future of CBR in postmodern AI. In Leake, D., ed.: Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press, Menlo Park, CA (1996) 371-388
29. Leake, D.: Personalized CBR: Challenges and illustrations. In: ECCBR: Workshop on Case Based Reasoning and Personalization, Aberdeen, Scotland (2002)
30. Blanzieri, E.: A cognitive framework for personalization of the CBR cycle. In: ECCBR Workshop on Case Based Reasoning and Personalization, Aberdeen, Scotland (2002)
31. Mozer, M.: Lessons from an adaptive house. In Cook, D., Das, R., eds.: Smart environments: Technologies, protocols, and applications. Wiley, Hoboken, NJ (2005) 273-294
32. Musliner, D., Pell, B., eds.: Agents with Adjustable Autonomy. AAAI Press, Menlo Park, CA (1999) Technical Report SS-99-06.
33. Cassell, J.: Embodied conversational agents. AI Magazine 22(4) (2001) 67-83
34. Weiser, M.: The computer for the 21st century. Scientific American 265(3) (1991) 94-104
35. Streitz, N., Röcker, C., Prante, T., van Alphen, D., Stenzel, R., Magerkurth, C.: Designing smart artifacts for smart environments. Computer 38(3) (2005)
36. Buchanan, B., Shortliffe, E.: Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Reading, MA (1984)
37. Ashley, K., Rissland, E.: Compare and contrast, a test of expertise. In: Proceedings of the Sixth Annual National Conference on Artificial Intelligence, San Mateo, CA, AAAI, Morgan Kaufmann (1987) 273-284
38. Massie, S., Craw, S., Wiratunga, N.: A visualisation tool to explain case-base reasoning solutions for tablet formulation. In: Proceedings of the 24th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Berlin, Springer-Verlag (2004)
39. Rhodes, B., Starner, T.: The remembrance agent: A continuously running automated information retrieval system. In: Proceedings of The First International Conference on The Practical Application of Intelligent Agents and Multi Agent Technology (PAAM '96), London, UK (1996) 487-495
40. Budzik, J., Hammond, K.: Watson: Anticipating and contextualizing information needs. In: 62nd Annual Meeting of the American Society for Information Science, Medford, NJ (1999)
41. Rhodes, B.J.: Margin notes: Building a contextually aware associative memory. In: The Proceedings of the International Conference on Intelligent User Interfaces (IUI '00). (2000)
42. Budzik, J., Hammond, K., Birnbaum, L.: Information access in context. Knowledge based systems 14(1-2) (2001) 37-53
43. Burke, R., Kass, A.: Retrieving stories for case-based teaching. In Leake, D., ed.: Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press, Menlo Park, CA (1996) 93-109
44. Pollack, M.E., Brown, L., Colbry, D., McCarthy, C.E., Orosz, C., Peintner, B., Ramakrishnan, S., Tsamardinos, I.: Autominder: An intelligent cognitive orthotic system for people with memory impairment. Robotics and Autonomous Systems 44(3-4) (2003) 273-282
45. LoPresti, E.F., Mihailidis, A., Kirsch, N.: Assistive technology for cognitive rehabilitation: State of the art. Neuropsychological Rehabilitation 14(1-2) (2004) 5-39
46. Aha, D., Munoz, H.: Interactive Case-Based Reasoning. Volume 14. Kluwer (2001) Special issue of Applied Intelligence.
47. Novak, J., Gowin, D.: Learning How to Learn. Cambridge University Press, New York (1984)
48. Cañas, A., Leake, D., Wilson, D.: Managing, mapping, and manipulating conceptual knowledge. In: Proceedings of the AAAI-99 Workshop on Exploring Synergies of Knowledge Management and Case-Based Reasoning, Menlo Park, AAAI Press (1999) 10-14
49. Leake, D., Wilson, D.: A case-based framework for interactive capture and reuse of design knowledge. Applied Intelligence 14 (2001) 77-94
50. Kolodner, J.: Case-Based Reasoning. Morgan Kaufmann, San Mateo, CA (1993)
51. Watson, I.: Applying Case-Based Reasoning: Techniques for Enterprise Systems. Morgan Kaufmann, San Mateo, CA (1997)
52. Simpson, R., Schreckenghost, D., LoPresti, E.F., Kirsch, N.: Plans and planning in smart homes. In Augusto, J., Nugent, C., eds.: Designing Smart Homes: The Role of Artificial Intelligence. Springer, Berlin (2006)
53. Dey, A., Abowd, G., Salber, D.: A context-based infrastructure for smart environments. In: Proceedings of the 1st International Workshop on Managing Interactions in Smart Environments (MANSE '99). (1999) 114-128
54. Meyer, S., Rakotonirainy, A.: A survey of research on context-aware homes. In: CRPITS '03: Proceedings of the Australasian information security workshop conference on ACSW frontiers 2003, Darlinghurst, Australia, Australian Computer Society (2003) 159-168
55. Helal, S., Mann, W., El-Zabadani, H., King, J., Kaddoura, Y., Jansen, E.: The gator tech smart house: A programmable pervasive space. Computer 38(3) (2005)
56. Cook, D.J., Youngblood, M., Heierman, E.O., Gopalratnam, K., Rao, S., Litvin, A., Khawaja, F.: Mavhome: An agent-based smart home. In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications, IEEE Computer (2000) 521-524
57. Pentland, A.: Smart rooms. Scientific American 274(4) (1996) 68-76
58. Choudhury, T., Pentland, A.: Sensing and modeling human networks using the sociometer. In: Wearable Computers (ISWC 2003), IEEE Press (2003) 216-222
59. Allen, J.F., Byron, D.K., Dzikovska, M., Fergusion, G., Galescu, L., Stent, A.: Toward conversational human-computer interaction. AI Magazine 22(4) (2001) 27-37
60. Dey, A.: Understanding and using context. Personal Ubiquitous Computing 5(1) (2001) 4-7
61. Gross, T., Specht, M.: Awareness in context-aware information systems. In: Proceedings of Mensch & Computer, Wiesbaden, Teubner Verlag (2001) 221-232
62. Roth-Berghofer, T., Schulz, S., Leake, D., eds.: Modelling and retrieval of context: Second International Workshop, MRC 2005. Springer Verlag (2006)
63. Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning 23(1) (1996) 69-101
64. Barletta, R.: A hybrid indexing and retrieval strategy for advisory CBR systems built with ReMind. In: Proceedings of the Second European Workshop on Case-Based Reasoning, Chantilly, France (1994) 49-58
65. Mark, W., Simoudis, E., Hinkle, D.: Case-based reasoning: Expectations and results. In Leake, D., ed.: Case-Based Reasoning: Experiences, Lessons, and Future Directions. AAAI Press, Menlo Park, CA (1996) 269-294
66. Smith, I., Lottaz, C., Faltings, B.: Spatial composition using cases: IDIOM. In: Proceedings of First International Conference on Case-Based Reasoning, Berlin, Springer Verlag (1995) 88-97
67. Gervasio, M., Iba, W., Langley, P., Sage, S.: Interactive adaptation for crisis response. In: Proceedings of the AIPS-98 Workshop on Interactive and Collborative Planning. (1998)
68. Leake, D., Kinley, A., Wilson, D.: Learning to improve case adaptation by introspective reasoning and CBR. In: Proceedings of the First International Conference on Case-Based Reasoning, Berlin, Springer Verlag (1995) 229-240
69. Leake, D., Smyth, B., Wilson, D., Yang, Q., eds.: Maintaining Case-Based Reasoning Systems. Blackwell (2001) Special issue of Computational Intelligence, 17(2), 2001.
70. Zhang, Z., Yang, Q.: Towards lifetime maintenance of case base indexes for continual case based reasoning. In: Proceedings of the 1998 International Conference on AI Methodologies, Systems and Applications (AIMSA-98), Berlin, Springer Verlag (1998) 489-500
71. Yang, Q., Cheng, S.: Case mining from large databases. In: Case-Based Reasoning Research and Development: Proceedings of the Fifth International Conference on Case-Based Reasoning, ICCBR-03, Berlin, Springer-Verlag (2003) 691-702
72. Ram, A., Santamaria, J.: Continuous case-based reasoning. In: Proceedings of the AAAI-93 Workshop on Case-Based Reasoning, Washington, DC, AAAI (1993) 86-93 AAAI Press technical report WS-93-01.
73. Leake, D., Sooriamurthi, R.: Case dispatching versus case-base merging: When MCBR matters. International Journal of Artificial Intelligence Tools 13(1) (2004) 237-254
74. Gruber, T.R.: A translation approach to portable ontologies. Knowledge Acquisition 5(2) (1993) 199-220
75. Cheetham, W., Price, J.: Measures of solution accuracy in case-based reasoning systems. eccbr 2004. In Funk, P., González, P., eds.: ECCBR-2004: Advances in Case-Based Reasoning, Berlin, Springer Verlag (2004) 106-118
76. Smyth, B., Balfe, E., Freyne, J., Briggs, P., Coyle, M., Boydell, O.: Exploiting query repetition and regularity in an adaptive community-based web search engine. User Modeling and User-Adapted Interaction 14 (2005) 383-423
77. Schreckenghost, D., Martin, C., Thronesbery, C.: Specifying organizational policies and individual preferences for human-software interaction. In: Proceedings of AAAI Fall Symposium on Etiquette for Human-Computer Work, Technical Report FS-02-02, North Falmouth, Massachusetts, AAAI (2002) 32-39
78. Barett, R.: People and policies: Transforming the human-computer partnership. In: Proceedings of the 5th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2004), Yorktown Heights, NY, IEEE Computer Society (2004) 111-116