Preference-based Search using Example-Critiquing with Suggestions
نویسندگان
چکیده
منابع مشابه
Preference-based Search using Example-Critiquing with Suggestions
We consider interactive tools that help users search for their most preferred item in a large collection of options. In particular, we examine example-critiquing, a technique for enabling users to incrementally construct preference models by critiquing example options that are presented to them. We present novel techniques for improving the example-critiquing technology by adding suggestions to...
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The internet provides an unprecedented variety of opportunities to people. Whether looking for a place to go on vacation, an apartment to rent, or a PC to buy, the potential customer is faced with countless possibilities. Most people have difficulty finding exactly what they are looking for, and the current tools available for searching for desired items are widely considered inadequate. Search...
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Users often have to search for a most preferred item but do not know how to state their preferences in the language allowed by the system. Example-Critiquing has been proposed as a mixed-initiative technique for allowing them to construct their preference model in an effective way. In this technique, users volunteer their preferences as critiques on examples. It is thus important to stimulate t...
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Preference-based search is the problem of finding an item that matches best with a user’s preferences. Recently several researchers have proposed approaches based on examples where preferences are stated in form of critiques on shown options. User studies show that example-based tools for preference-based search can achieve significantly higher accuracy when they are complemented with suggestio...
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Over the past decade, our group has developed a suite of decision tools based on example critiquing to help users find their preferred products in e-commerce environments. In this chapter, we survey important usability research work relative to example critiquing and summarize the major results by deriving a set of usability guidelines. Our survey is focused on three key interaction activities ...
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ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2006
ISSN: 1076-9757
DOI: 10.1613/jair.2075