preference elicitation
Coactive Learning Algorithms for Constructive Preference Elicitation
... for preference learning. However, mixing deep neural networks and preference elicitation over constrained domains is still a challenge. One difficulty is the amount of data needed to train one such ...
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Preference Elicitation and Query Learning
... of preference elicitation) is that bidders submit bids on bundles in some appropriate bidding language, and then the auctioneer determines who wins what based on these ...
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Generating Top k packages via preference elicitation
... Conclusion: In this paper, we propose a package RS which uses a Bayesian uncertainty-based preference elicitation frame- work. The core of the proposed system is a linear utility function which captures a ...
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Preference Elicitation via Theory Refinement
... pairwise preference. He discusses the use of ANNs for elicitation of preference under certainty and uncertainty, but the exact network architecture is not shown and the form of the input data the ...
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Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences
... Meanwhile, we aim to understand desirable qualities of future conversational search and rec- ommendation systems and desire to understand natural user preferences. We ask which properties users express preferences about, ...
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Health-related quality of life impact of minor and major bleeding events during dual antiplatelet therapy: a systematic literature review and patient preference elicitation study
... Utility decrements derived from the patient elicitation exercise were consistent with some of the existing esti- mates (Table 6). The utility decrement for minor bleeds estimated from the EQ-5D-3 L UK tariff in ...
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In search of a preferred preference elicitation method: A test of the internal consistency of choice and matching tasks
... the elicitation method used (Cubitt et ...(1971), preference reversals have been extensively investigated in the context of lotteries (Tversky and Thaler, ...on preference reversals compared a choice ...
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A survery of preference elicitation
... user’s preference is potentially useful for the navigation assistant because it could provide insight about how certain attributes may affect user behavior towards a particular data ...
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Engendering the Reference Links for the Preference Elicitation Problem in Social Networks using Recommender Systems Techniques
... Recommender systems are widely used in many applications that suggest products and items to potential users. Recommender systems or recommendation system is a subclass of information filtering system that seek to predict ...
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Integrating Preference Elicitation into Visualizations
... classifier-based preference model is a probabilistic ...generating preference values, prob- abilistic models equate preference values to the likelihood a user will select an item from the set of ...
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Efficient pairwise preference elicitation allowing for indifference
... selected preference model (very often weights of a value function expressed in terms of a weighted sum (2) (see ...pairwise preference indices and ranking acceptability indices obtained by SMAA ...
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A pilot Internet "Value of Health" Panel: recruitment, participation and compliance
... The use of computer-based preference elicitation is not new[17]. Sumner et al developed the Utiter programme in 1991[18]. This was followed by U-Maker[19], Gam- bler[20], iMPACT[21,22] and, more recently, ...
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Introduction [Elicitation : state of the art and science]
... ent elicitation paradigm, which involves eliciting preferences indirectly, “dis- aggregating” comparisons that a decision maker is able to make at an holistic level into the components of a multiattribute value ...
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CPrefMiner: A Bayesian Miner of Conditional Preferences
... Preference elicitation can be formalized under either a quantitative or a qualitative ...the elicitation of preferences under a quantitative form, consider we are given a collection of movies and we ...
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Beyond introspection : an exploration of the correspondence between directly and indirectly elicited preferences
... Direct preference elicitation methods have been criticised for a number of ...direct elicitation methods is anchoring (Tversky & Kahneman, 1974), which occurs when respondents adjust their ...
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CONSUMER DEMOGRAPHICS AND ITS INFLUENCE ON THEIR CAR PREFERENCES IN INDIAN FOUR WHEELER MARKET
... consumer preference of four wheelers based on their demographic ...maximum preference in middle class, upper middle class and in high class is for new ...
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Elicitation of Preferences under Ambiguity
... the preference functionals we have ...of preference functionals one of which is nested within the other, and pairs of preference functionals where neither is nested within the ...
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Eliciting Security Requirements and Tracing them to Design: An Integration of Common Criteria, Heuristics, and UMLsec
... Security evaluation standards concern the process of se- cure software development and give recommendation for this task. These standards target the IT product creation process (including requirements elicitation, ...
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Reflections on the Use of Object Elicitation
... This paper reflects upon the opportunities and challenges inherent in the use of object elicitation. These include the method’s ability to prompt unrehearsed, in-the-moment reflections about what it means to be ...
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Expert Elicitation of Directional Metocean Parameters
... expert elicitation – a collection of techniques that translate personal qualitative knowledge into subjective probability ...discuss elicitation of surface currents on the Exmouth Plateau, North-Western ...
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