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Preference elicitation information


Preference elicitation refers to the problem of developing a decision support system capable of generating recommendations to a user, thus assisting in decision making. It is important for such a system to model user's preferences accurately, find hidden preferences and avoid redundancy. This problem is sometimes studied as a computational learning theory problem. Another approach for formulating this problem is a partially observable Markov decision process. The formulation of this problem is also dependent upon the context of the area in which it is studied.

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Preference elicitation

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Preference elicitation refers to the problem of developing a decision support system capable of generating recommendations to a user, thus assisting in...

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Elicitation

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people as part of human intelligence (intelligence gathering) Elicitation technique or elicitation procedure, any of various data collection techniques in social...

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Preference

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Andranik Tangian to develop methods for their elicitation. In particular, additive and quadratic preference functions in n {\displaystyle n} variables can...

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Collaborative filtering

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which was based on collaborative filtering Filter bubble Page rank Preference elicitation Psychographic filtering Recommendation system Relevance (information...

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Dimensionality reduction

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Recommender system

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Pattern recognition Personalized marketing Personalized search Preference elicitation Product finder Rating site Ricci, Francesco; Rokach, Lior; Shapira...

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Decision support system

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2010, Intelligent decision support system for including consumers' preferences in residential energy consumption in smart grid Power, D. J. (2000)....

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Netflix Prize

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Relevance

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Collective intelligence

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Human-based computation Open-source software Organismic computing Preference elicitation Customer engagement Dispersed knowledge Distributed cognition Facilitation...

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Similarity search

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Music Genome Project

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Long tail

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companies can gain valuable insights into their customer's needs and preferences, which can help drive product development and innovation. By creating...

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Implicit utilitarian voting

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voting rules; Analyzing the distortion of various input formats for preference elicitation in participatory budgeting. Utilitarian rule Score voting Caragiannis...

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MovieLens

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to address the cold-start problem for new users, MovieLens uses preference elicitation methods. The system asks new users to rate how much they enjoy watching...

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Participatory budgeting ballot types

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type (input format) will be used for preference elicitation - how each voter should express his or her preferences over the projects. Different cities...

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Content discovery platform

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algorithms can be used: Collaborative filtering of different users' behavior, preferences, and ratings. Automatic content analysis and extraction of common patterns...

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Conditioned place preference

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Conditioned place preference (CPP) is a form of Pavlovian conditioning used to measure the motivational effects of objects or experiences. This motivation...

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Participatory budgeting experiments

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Nath, Swaprava; Procaccia, Ariel D.; Shah, Nisarg (2021-05-01). "Preference Elicitation for Participatory Budgeting". Management Science. 67 (5): 2813–2827...

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Computational social choice

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manipulation, and issues arising from the problem of representing and eliciting preferences in combinatorial settings. The usefulness of a particular voting...

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Value tree analysis

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hierarchical model of the objectives specifying the attributes Preference elicitation Recommended decision Sentitvity analysis These processes are usually...

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Product finder

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Product wizards take into account the shoppers’ expectations, individual preferences and situations to assist them in finding products that fit their needs...

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Implicit data collection

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collection Item-item collaborative filtering Matrix factorization Preference elicitation Similarity search Implementations Collaborative search engine Content...

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Gerald Zaltman

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Zaltman Metaphor Elicitation Technique is the first patented market research tool in the United States. ZMET is a technique designed to elicit metaphors using...

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