Steve Lytinen

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The effectiveness of Internet search engines is often hampered by the ambiguity of user queries and the reluctance or inability of users to build less ambiguous multi-word queries. Our system, ARCH, is a client-side Web agent, which incorporates domain-specific concept hierarchies together with interactive query formulation in order to automatically produce(More)
In this paper we present the design of a client-side agent, named ARCH, for assisting users in one of the most difficult information retrieval tasks, i.e., that of formulating an effective search query. In contrast to traditional methods based on relevance feedback, ARCH assists users in query modification prior to the search task. The initial user query is(More)
One of the key factors for accurate and effective information access is the user context. The critical elements that make up a user's information context include the semantic knowledge about the domain being investigated, the short-term information need as might be expressed in a query, and the user profiles that reveal long-term interests. In this paper,(More)
We present a theory of conversation comprehension in which a line of the conversation is "understood" by relating it to one of seven possible "points". We define these points, and present examples where it seems plausible that the failure to "get the point" would indeed constitute a failure to understand the conversation. We argue that the recognition of(More)
iii Acknowledgements Like many Ph.D. graduates will say, writing a thesis and doing the research that comes with it is a solitary business. Fortunately I had many people who gave me kind support and warm encouragement throughout this process. I owe a debt of sincere gratitude to each of those people. First, my advisor Dr. Steve Lytinen, who directed my(More)
Lexical ambiguity poses a significant problem in Natural Language Processing (NLP). In processing texts, polysemous words may hinder the accuracy of the derived results, because different contexts are mixed in the instances, collected from the corpus, in which a polysemous word occurred. At DePaul University, we have been working on techniques to(More)
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