i-Seek : an intelligent system for eliciting and explaining knowledge
Thesis (S.M.)--Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, 2005.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2006
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| Online Access: | http://hdl.handle.net/1721.1/32523 |
| _version_ | 1826215191917887488 |
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| author | Kumar, Ashwani, S.M. Massachusetts Institute of Technology |
| author2 | Henry Lieberman. |
| author_facet | Henry Lieberman. Kumar, Ashwani, S.M. Massachusetts Institute of Technology |
| author_sort | Kumar, Ashwani, S.M. Massachusetts Institute of Technology |
| collection | MIT |
| description | Thesis (S.M.)--Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, 2005. |
| first_indexed | 2024-09-23T16:18:26Z |
| format | Thesis |
| id | mit-1721.1/32523 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T16:18:26Z |
| publishDate | 2006 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/325232019-04-10T13:40:03Z i-Seek : an intelligent system for eliciting and explaining knowledge Intelligent system for eliciting and explaining knowledge Kumar, Ashwani, S.M. Massachusetts Institute of Technology Henry Lieberman. Massachusetts Institute of Technology. Dept. of Architecture. Program In Media Arts and Sciences Massachusetts Institute of Technology. Dept. of Architecture. Program In Media Arts and Sciences Architecture. Program In Media Arts and Sciences Thesis (S.M.)--Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, 2005. Includes bibliographical references (leaves 97-100). We propose i-Seek, an Intelligent System for Eliciting and Explaining Knowledge that leverages the OpenMind [1] Commonsense knowledge base in conjunction with domain- specific knowledge in Personal Finance, Technical Help, and Health domains to act as an advisory system for novice users. Most of the interfaces are plagued by recurrent key problems: 1) elicitation - how to ask questions that enable the expert model to make decisions, and at the same time, are understandable to the novice, and 2) explanation - how to explain rationale behind expert decisions in terms that the user can understand. i- Seek maps the user's goals and expectations to the corresponding expert model's attributes as expressed in domain-specific terms. For example, instead of asking "What is your risk tolerance?", where the user might not comprehend the notion of risk tolerance, i-Seek tries to elicit the same information by asking a non-direct question such as "Do you usually buy lots of lottery tickets?". i-Seek constructs the novice user model by taking into account the user's personal information, interactions history, and the current context. by Ashwani Kumar. S.M. 2006-03-29T18:52:23Z 2006-03-29T18:52:23Z 2005 2005 Thesis http://hdl.handle.net/1721.1/32523 64039267 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 100 leaves 5393208 bytes 5397121 bytes application/pdf application/pdf application/pdf Massachusetts Institute of Technology |
| spellingShingle | Architecture. Program In Media Arts and Sciences Kumar, Ashwani, S.M. Massachusetts Institute of Technology i-Seek : an intelligent system for eliciting and explaining knowledge |
| title | i-Seek : an intelligent system for eliciting and explaining knowledge |
| title_full | i-Seek : an intelligent system for eliciting and explaining knowledge |
| title_fullStr | i-Seek : an intelligent system for eliciting and explaining knowledge |
| title_full_unstemmed | i-Seek : an intelligent system for eliciting and explaining knowledge |
| title_short | i-Seek : an intelligent system for eliciting and explaining knowledge |
| title_sort | i seek an intelligent system for eliciting and explaining knowledge |
| topic | Architecture. Program In Media Arts and Sciences |
| url | http://hdl.handle.net/1721.1/32523 |
| work_keys_str_mv | AT kumarashwanismmassachusettsinstituteoftechnology iseekanintelligentsystemforelicitingandexplainingknowledge AT kumarashwanismmassachusettsinstituteoftechnology intelligentsystemforelicitingandexplainingknowledge |